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@article{DBLP:journals/pr/GeYB25,
author = {Yurun Ge and
Dominic Yang and
Andrea L. Bertozzi},
title = {Iterative active learning strategies for subgraph matching},
journal = {Pattern Recognit.},
volume = {158},
pages = {110797},
year = {2025},
url = {https://doi.org/10.1016/j.patcog.2024.110797},
doi = {10.1016/J.PATCOG.2024.110797},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/GeYB25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Li24,
author = {Mengdi Li},
title = {Active Vision for Embodied Agents Using Reinforcement Learning / Mengdi
Li ; Betreuer: Stefan Wermter},
school = {University of Hamburg, Germany},
year = {2024},
url = {https://ediss.sub.uni-hamburg.de/handle/ediss/10952},
urn = {urn:nbn:de:gbv:18-ediss-118247},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Li24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Saleh24,
author = {Shadi M. Saleh},
title = {Monocular depth estimation with edge-based constraints using active
learning optimization},
school = {Chemnitz University of Technology, Germany},
year = {2024},
url = {https://d-nb.info/1325794449},
urn = {urn:nbn:de:bsz:ch1-qucosa2-902784},
isbn = {978-3-96100-211-5},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Saleh24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Hao24,
author = {Jialin Hao},
title = {Machine learning for road active safety in vehicular networks. (Apprentissage
pour la s{\'{e}}curit{\'{e}} dans les r{\'{e}}seaux
v{\'{e}}hiculaires)},
school = {Polytechnic Institute of Paris, Palaiseau, France},
year = {2024},
url = {https://tel.archives-ouvertes.fr/tel-04517631},
timestamp = {Wed, 05 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Hao24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AbbasAISAHI24,
author = {Sidra Abbas and
Shtwai Alsubai and
Muhammad Ibrar{-}ul{-}Haque and
Gabriel Avelino R. Sampedro and
Ahmad S. Almadhor and
Abdullah Al Hejaili and
Iryna Ivanochko},
title = {Active Machine Learning for Heterogeneity Activity Recognition Through
Smartwatch Sensors},
journal = {{IEEE} Access},
volume = {12},
pages = {22595--22607},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3362676},
doi = {10.1109/ACCESS.2024.3362676},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AbbasAISAHI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AbbasBOSAHS24,
author = {Sidra Abbas and
Imen Bouazzi and
Stephen Ojo and
Gabriel Avelino R. Sampedro and
Ahmad S. Almadhor and
Abdullah Al Hejaili and
Zuzana Stolicna},
title = {Improving Smart Grids Security: An Active Learning Approach for Smart
Grid-Based Energy Theft Detection},
journal = {{IEEE} Access},
volume = {12},
pages = {1706--1717},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2023.3346327},
doi = {10.1109/ACCESS.2023.3346327},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/AbbasBOSAHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AbbasSAOAHS24,
author = {Sidra Abbas and
Gabriel Avelino R. Sampedro and
Shtwai Alsubai and
Stephen Ojo and
Ahmad S. Almadhor and
Abdullah Al Hejaili and
Lubomira Strazovska},
title = {Advancing Healthcare and Elderly Activity Recognition: Active Machine
and Deep Learning for Fine- Grained Heterogeneity Activity Recognition},
journal = {{IEEE} Access},
volume = {12},
pages = {44949--44959},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3380432},
doi = {10.1109/ACCESS.2024.3380432},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AbbasSAOAHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AhmadianSG24,
author = {Amirhossein Ahmadian and
Kourosh Sedghisigarchi and
Rajit Gadh},
title = {Empowering Dynamic Active and Reactive Power Control: {A} Deep Reinforcement
Learning Controller for Three-Phase Grid-Connected Electric Vehicles},
journal = {{IEEE} Access},
volume = {12},
pages = {66068--66084},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3396449},
doi = {10.1109/ACCESS.2024.3396449},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AhmadianSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AhnMPY24,
author = {Jin{-}Hyun Ahn and
Yeeun Ma and
Seoyun Park and
Cheolwoo You},
title = {Federated Active Learning {(F-AL):} An Efficient Annotation Strategy
for Federated Learning},
journal = {{IEEE} Access},
volume = {12},
pages = {39261--39269},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3376746},
doi = {10.1109/ACCESS.2024.3376746},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AhnMPY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AlamFKA24,
author = {Umair Alam and
Asma Ahmad Farhan and
Summrina Kanwal and
Nasser Allheeib},
title = {Entropy and Memory Aware Active Transfer Learning in Smart Sensing
Systems},
journal = {{IEEE} Access},
volume = {12},
pages = {88841--88861},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3412653},
doi = {10.1109/ACCESS.2024.3412653},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AlamFKA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AlmadhorASAOHS24,
author = {Ahmad S. Almadhor and
Sidra Abbas and
Gabriel Avelino R. Sampedro and
Shtwai Alsubai and
Stephen Ojo and
Abdullah Al Hejaili and
Lubomira Strazovska},
title = {Multi-Class Adaptive Active Learning for Predicting Student Anxiety},
journal = {{IEEE} Access},
volume = {12},
pages = {58097--58105},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3391418},
doi = {10.1109/ACCESS.2024.3391418},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AlmadhorASAOHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AyadiDSGS24,
author = {Anis Ayadi and
Tijeni Delleji and
Feten Slimeni and
Yassine Gacha and
Ahmed Siala},
title = {Deep Reinforcement Learning-Based Car- Following Control for Active
Visual Tracking From a Pan-Tilt Platform},
journal = {{IEEE} Access},
volume = {12},
pages = {105662--105673},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3436033},
doi = {10.1109/ACCESS.2024.3436033},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AyadiDSGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BoludaRuizSCG24,
author = {Rub{\'{e}}n Boluda{-}Ruiz and
Pedro Salcedo{-}Serrano and
Beatriz Castillo{-}V{\'{a}}zquez and
Antonio Garc{\'{\i}}a{-}Zambrana},
title = {Revolutionizing Electrical Engineering Education: {A} New Active Learning
Method Based on Student-Generated Multimedia Content},
journal = {{IEEE} Access},
volume = {12},
pages = {92931--92944},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3423334},
doi = {10.1109/ACCESS.2024.3423334},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/BoludaRuizSCG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ChandioLBKKGT24,
author = {Sadullah Chandio and
Javed Ahmed Laghari and
Muhammad Akram Bhayo and
Mohsin Ali Koondhar and
Yunsu Kim and
Besma Bechir Graba and
Ezzeddine Touti},
title = {Machine Learning-Based Multiclass Anomaly Detection and Classification
in Hybrid Active Distribution Networks},
journal = {{IEEE} Access},
volume = {12},
pages = {120131--120141},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3445287},
doi = {10.1109/ACCESS.2024.3445287},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ChandioLBKKGT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DengSZXZ24,
author = {Mingxing Deng and
Dongxu Sun and
Liu Zhan and
Xiaowei Xu and
Junyi Zou},
title = {Advancing Active Suspension Control With {TD3-PSC:} Integrating Physical
Safety Constraints Into Deep Reinforcement Learning},
journal = {{IEEE} Access},
volume = {12},
pages = {115628--115641},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3445663},
doi = {10.1109/ACCESS.2024.3445663},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/DengSZXZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HwangCC24a,
author = {Sekjin Hwang and
Jinwoo Choi and
Joonsoo Choi},
title = {Enhancing Active Learning With Semi-Supervised Loss Prediction Modules},
journal = {{IEEE} Access},
volume = {12},
pages = {118756--118765},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3449449},
doi = {10.1109/ACCESS.2024.3449449},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HwangCC24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HwangJHC24,
author = {Yujin Hwang and
Won Jo and
Juyoung Hong and
Yukyung Choi},
title = {Overcoming Overconfidence for Active Learning},
journal = {{IEEE} Access},
volume = {12},
pages = {118707--118716},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3449915},
doi = {10.1109/ACCESS.2024.3449915},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HwangJHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HwangKSHC24,
author = {Youngsang Hwang and
Geunhwan Kim and
Sungjin Shin and
Wooyoung Hong and
Youngmin Choo},
title = {Attention-Based Complementary Learning for Active Target Classification
With Limited Sonar Data},
journal = {{IEEE} Access},
volume = {12},
pages = {79787--79801},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3409829},
doi = {10.1109/ACCESS.2024.3409829},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HwangKSHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LinLHLZH24,
author = {Jingliang Lin and
Haiyan Li and
Yunbao Huang and
Guiming Liang and
Sheng Zhou and
Zeying Huang},
title = {Active Closed-Loop Transfer Learning-Based Surrogate Models for Telescopic
Boom Forklift Optimization},
journal = {{IEEE} Access},
volume = {12},
pages = {112517--112534},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3443139},
doi = {10.1109/ACCESS.2024.3443139},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LinLHLZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RamakrishnaCRVVG24,
author = {Mahesh Thylore Ramakrishna and
Saravanan Chandrasekaran and
V. Ashwin Ram and
V. Vinoth Kumar and
V. Vivek and
Suresh Guluwadi},
title = {Data-Driven Intelligent Condition Adaptation of Feature Extraction
for Bearing Fault Detection Using Deep Responsible Active Learning},
journal = {{IEEE} Access},
volume = {12},
pages = {45381--45397},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3380438},
doi = {10.1109/ACCESS.2024.3380438},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RamakrishnaCRVVG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Ramirez-SolanaG24,
author = {David Ram{\'{\i}}rez{-}Solana and
Jaime Galiana{-}Nieves and
Javier Redondo and
Agostino Marcello Mangini and
Maria Pia Fanti},
title = {Improving Insertion Loss of Sonic Crystal Active Noise Barrier by
Reinforcement Learning and Finite Difference Time Domain Simulations},
journal = {{IEEE} Access},
volume = {12},
pages = {77988--77998},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3406857},
doi = {10.1109/ACCESS.2024.3406857},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/Ramirez-SolanaG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RostamiA24,
author = {Seyed Mehdi Rakhtala Rostami and
Zeyad Yousif Abdoon Al{-}Shibaany},
title = {Intelligent Energy Management for Full-Active Hybrid Energy Storage
Systems in Electric Vehicles Using Teaching-Learning-Based Optimization
in Fuzzy Logic Algorithms},
journal = {{IEEE} Access},
volume = {12},
pages = {67665--67680},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3399111},
doi = {10.1109/ACCESS.2024.3399111},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RostamiA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SelimovicPB24,
author = {Tarik Selimovic and
Marijana Peti and
Stjepan Bogdan},
title = {Multi-Agent Active Perception Based on Reinforcement Learning and
{POMDP}},
journal = {{IEEE} Access},
volume = {12},
pages = {48004--48016},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3383544},
doi = {10.1109/ACCESS.2024.3383544},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SelimovicPB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangLL24,
author = {Meng Wang and
Guobao Liu and
Haipeng Liu},
title = {Object Detection via Active Learning Strategy Based on Saliency of
Local Features and Posterior Probability},
journal = {{IEEE} Access},
volume = {12},
pages = {35462--35474},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3372595},
doi = {10.1109/ACCESS.2024.3372595},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/WangLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/XuYCXY24,
author = {Hui Xu and
Xiaoyang Yu and
Yu Cheng and
Mengqiong Xiao and
Yue Yu},
title = {Low-Rank Active Learning for Generating Speech-Drive Human Face Animation},
journal = {{IEEE} Access},
volume = {12},
pages = {38758--38764},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3374777},
doi = {10.1109/ACCESS.2024.3374777},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/XuYCXY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangXWSC24,
author = {Liangjing Yang and
Songjie Xiao and
Tengyue Wang and
Yunze Shi and
Katherine Driggs Campbell},
title = {Robotics via Experiential Active Learning With Immersive Technology:
{A} Pedagogical Framework Designed for Engineering Curricula},
journal = {{IEEE} Access},
volume = {12},
pages = {65706--65715},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3393473},
doi = {10.1109/ACCESS.2024.3393473},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangXWSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhangBJYZ24,
author = {Xuanhe Zhang and
Hamed Badihi and
Saeedreza Jadidi and
Ziquan Yu and
Youmin Zhang},
title = {Intelligent Fault-Tolerant Active Power Control Using Reinforcement
Learning for Offshore Wind Farms},
journal = {{IEEE} Access},
volume = {12},
pages = {83782--83795},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3413339},
doi = {10.1109/ACCESS.2024.3413339},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhangBJYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aei/CheraghiWMO24,
author = {Amirhossein Cheraghi and
Yinhu Wang and
Nikola Markovic and
Ge Ou},
title = {Efficient post-earthquake reconnaissance planning using adaptive batch-mode
active learning},
journal = {Adv. Eng. Informatics},
volume = {60},
pages = {102414},
year = {2024},
url = {https://doi.org/10.1016/j.aei.2024.102414},
doi = {10.1016/J.AEI.2024.102414},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aei/CheraghiWMO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aei/LuWHYYL24,
author = {Jiantao Lu and
Wei Wu and
Xin Huang and
Qitao Yin and
Kuangzhi Yang and
Shunming Li},
title = {A modified active learning intelligent fault diagnosis method for
rolling bearings with unbalanced samples},
journal = {Adv. Eng. Informatics},
volume = {60},
pages = {102397},
year = {2024},
url = {https://doi.org/10.1016/j.aei.2024.102397},
doi = {10.1016/J.AEI.2024.102397},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aei/LuWHYYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/HuaZLXJ24,
author = {Wenqiang Hua and
Yurong Zhang and
Hongying Liu and
Wen Xie and
Xiaomin Jin},
title = {Multichannel semi-supervised active learning for PolSAR image classification},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {127},
pages = {103706},
year = {2024},
url = {https://doi.org/10.1016/j.jag.2024.103706},
doi = {10.1016/J.JAG.2024.103706},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aeog/HuaZLXJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/JiaGZWWLZZWYWV24,
author = {Mingming Jia and
Xianxian Guo and
Lin Zhang and
Mao Wang and
Wenqing Wang and
Chunyan Lu and
Chuanpeng Zhao and
Rong Zhang and
Ming Wang and
Hengqi Yan and
Zongming Wang and
Jochem Verrelst},
title = {Mapping mangrove functional traits from Sentinel-2 imagery based on
hybrid models coupled with active learning strategies},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {130},
pages = {103905},
year = {2024},
url = {https://doi.org/10.1016/j.jag.2024.103905},
doi = {10.1016/J.JAG.2024.103905},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aeog/JiaGZWWLZZWYWV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/LeiGMLYWDNL24,
author = {Xiangda Lei and
Haiyan Guan and
Lingfei Ma and
Jiacheng Liu and
Yogntao Yu and
Lanying Wang and
Zhen Dong and
Huan Ni and
Jonathan Li},
title = {{DAAL-WS:} {A} weakly-supervised method integrated with data augmentation
and active learning strategies for {MLS} point cloud semantic segmentation},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {131},
pages = {103970},
year = {2024},
url = {https://doi.org/10.1016/j.jag.2024.103970},
doi = {10.1016/J.JAG.2024.103970},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aeog/LeiGMLYWDNL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/NovaisMS24,
author = {Andr{\'{e}} Seixas de Novais and
Jos{\'{e}} Alexandre Matelli and
Messias Borges Silva},
title = {Fuzzy Soft Skills Assessment through Active Learning Sessions},
journal = {Int. J. Artif. Intell. Educ.},
volume = {34},
number = {2},
pages = {416--451},
year = {2024},
url = {https://doi.org/10.1007/s40593-023-00332-7},
doi = {10.1007/S40593-023-00332-7},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiedu/NovaisMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/AkujuobiKCBMPB24,
author = {Uchenna Akujuobi and
Priyadarshini Kumari and
Jihun Choi and
Samy Badreddine and
Kana Maruyama and
Sucheendra K. Palaniappan and
Tarek R. Besold},
title = {Link prediction for hypothesis generation: an active curriculum learning
infused temporal graph-based approach},
journal = {Artif. Intell. Rev.},
volume = {57},
number = {9},
pages = {244},
year = {2024},
url = {https://doi.org/10.1007/s10462-024-10885-1},
doi = {10.1007/S10462-024-10885-1},
timestamp = {Sun, 18 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/AkujuobiKCBMPB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/HoLGG24,
author = {Stella Ho and
Ming Liu and
Shang Gao and
Longxiang Gao},
title = {Learning to learn for few-shot continual active learning},
journal = {Artif. Intell. Rev.},
volume = {57},
number = {10},
pages = {280},
year = {2024},
url = {https://doi.org/10.1007/s10462-024-10924-x},
doi = {10.1007/S10462-024-10924-X},
timestamp = {Mon, 09 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/HoLGG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aisy/BaoSNTLWDZLHF24,
author = {Duran Bao and
Qingbo Shu and
Bo Ning and
Michael Tang and
Yubing Liu and
Noel Wong and
Zhengming Ding and
Zizhan Zheng and
Christopher J. Lyon and
Tony Hu and
Jia Fan},
title = {Improving Targeted Mass Spectrometry Data Analysis with Nested Active
Machine Learning},
journal = {Adv. Intell. Syst.},
volume = {6},
number = {8},
year = {2024},
url = {https://doi.org/10.1002/aisy.202470035},
doi = {10.1002/AISY.202470035},
timestamp = {Sat, 21 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aisy/BaoSNTLWDZLHF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aisy/BaoSNTLWDZLHF24a,
author = {Duran Bao and
Qingbo Shu and
Bo Ning and
Michael Tang and
Yubing Liu and
Noel Wong and
Zhengming Ding and
Zizhan Zheng and
Christopher J. Lyon and
Tony Hu and
Jia Fan},
title = {Improving Targeted Mass Spectrometry Data Analysis with Nested Active
Machine Learning},
journal = {Adv. Intell. Syst.},
volume = {6},
number = {8},
year = {2024},
url = {https://doi.org/10.1002/aisy.202300773},
doi = {10.1002/AISY.202300773},
timestamp = {Sat, 21 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aisy/BaoSNTLWDZLHF24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aisy/WangHEP24,
author = {Fanjin Wang and
Anthony Harker and
Mohan Edirisinghe and
Maryam Parhizkar},
title = {Tackling Data Scarcity Challenge through Active Learning in Materials
Processing with Electrospray},
journal = {Adv. Intell. Syst.},
volume = {6},
number = {7},
year = {2024},
url = {https://doi.org/10.1002/aisy.202300798},
doi = {10.1002/AISY.202300798},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aisy/WangHEP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/BAPGPV24,
author = {Itzel M. Abundez B. and
Roberto Alejo and
Francisco Primero Primero and
Everardo Efr{\'{e}}n Granda Guti{\'{e}}rrez and
Otniel Portillo{-}Rodr{\'{\i}}guez and
Juan Alberto Antonio Vel{\'{a}}zquez},
title = {Threshold Active Learning Approach for Physical Violence Detection
on Images Obtained from Video (Frame-Level) Using Pre-Trained Deep
Learning Neural Network Models},
journal = {Algorithms},
volume = {17},
number = {7},
pages = {316},
year = {2024},
url = {https://doi.org/10.3390/a17070316},
doi = {10.3390/A17070316},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/BAPGPV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LuZLD24,
author = {Shuai Lu and
Jiaxi Zheng and
Zhi Li and
Xuerui Dai},
title = {{WMBAL:} weighted minimum bounds for active learning},
journal = {Appl. Intell.},
volume = {54},
number = {3},
pages = {2551--2563},
year = {2024},
url = {https://doi.org/10.1007/s10489-024-05328-x},
doi = {10.1007/S10489-024-05328-X},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LuZLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/BoiESPTS24,
author = {Ivan De Boi and
Elissa Embrechts and
Quirine Schatteman and
Rudi Penne and
Steven Truijen and
Wim Saeys},
title = {Assessment and treatment of visuospatial neglect using active learning
with Gaussian processes regression},
journal = {Artif. Intell. Medicine},
volume = {149},
pages = {102770},
year = {2024},
url = {https://doi.org/10.1016/j.artmed.2024.102770},
doi = {10.1016/J.ARTMED.2024.102770},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/BoiESPTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/WangNZFXFSWY24,
author = {Shiyi Wang and
Yang Nan and
Sheng Zhang and
Federico Felder and
Xiaodan Xing and
Yingying Fang and
Javier Del Ser and
Simon L. F. Walsh and
Guang Yang},
title = {Probing perfection: The relentless art of meddling for pulmonary airway
segmentation from {HRCT} via a human-AI collaboration based active
learning method},
journal = {Artif. Intell. Medicine},
volume = {154},
pages = {102930},
year = {2024},
url = {https://doi.org/10.1016/j.artmed.2024.102930},
doi = {10.1016/J.ARTMED.2024.102930},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/WangNZFXFSWY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/DengLDWWHW24,
author = {Song Deng and
Qianliang Li and
Renjie Dai and
Siming Wei and
Di Wu and
Yi He and
Xindong Wu},
title = {A Chinese power text classification algorithm based on deep active
learning},
journal = {Appl. Soft Comput.},
volume = {150},
pages = {111067},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2023.111067},
doi = {10.1016/J.ASOC.2023.111067},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/DengLDWWHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/GuoPJPWY24,
author = {Yinan Guo and
Jiayang Pu and
Botao Jiao and
Yanyan Peng and
Dini Wang and
Shengxiang Yang},
title = {Online semi-supervised active learning ensemble classification for
evolving imbalanced data streams},
journal = {Appl. Soft Comput.},
volume = {155},
pages = {111452},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2024.111452},
doi = {10.1016/J.ASOC.2024.111452},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/GuoPJPWY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/NaK24,
author = {Gyoung S. Na and
Hyun Woo Kim},
title = {Metaheuristics-guided active learning for optimizing reaction conditions
of high-performance methane conversion},
journal = {Appl. Soft Comput.},
volume = {164},
pages = {111935},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2024.111935},
doi = {10.1016/J.ASOC.2024.111935},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/NaK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WangCZZSWG24,
author = {Cheng Wang and
Xiaoxian Cui and
Shijie Zhao and
Xinran Zhou and
Yaqi Song and
Yang Wang and
Konghui Guo},
title = {A deep reinforcement learning-based active suspension control algorithm
considering deterministic experience tracing for autonomous vehicle},
journal = {Appl. Soft Comput.},
volume = {153},
pages = {111259},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2024.111259},
doi = {10.1016/J.ASOC.2024.111259},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/WangCZZSWG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZhangWLZXWZ24,
author = {Haoyi Zhang and
Wei Wu and
Kaicheng Li and
Xinyue Zheng and
Xuebin Xu and
Xuan Wei and
Chen Zhao},
title = {Multi-strategy active learning for power quality disturbance identification},
journal = {Appl. Soft Comput.},
volume = {154},
pages = {111326},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2024.111326},
doi = {10.1016/J.ASOC.2024.111326},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ZhangWLZXWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodb/NachtegaelSCL24,
author = {Charlotte Nachtegael and
Jacopo De Stefani and
Anthony Cnudde and
Tom Lenaerts},
title = {{DUVEL:} an active-learning annotated biomedical corpus for the recognition
of oligogenic combinations},
journal = {Database J. Biol. Databases Curation},
volume = {2024},
year = {2024},
url = {https://doi.org/10.1093/database/baae039},
doi = {10.1093/DATABASE/BAAE039},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodb/NachtegaelSCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bjet/CuiW24,
author = {Tristan Cui and
Jeff Wang},
title = {Empowering active learning: {A} social annotation tool for improving
student engagement},
journal = {Br. J. Educ. Technol.},
volume = {55},
number = {2},
pages = {712--730},
year = {2024},
url = {https://doi.org/10.1111/bjet.13403},
doi = {10.1111/BJET.13403},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bjet/CuiW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcmi/ChangLWC24,
author = {Joseph Chang and
Bo{-}Ru Lin and
Ti{-}Hao Wang and
Chung{-}Ming Chen},
title = {Deep learning model for pleural effusion detection via active learning
and pseudo-labeling: a multisite study},
journal = {{BMC} Medical Imaging},
volume = {24},
number = {1},
pages = {92},
year = {2024},
url = {https://doi.org/10.1186/s12880-024-01260-1},
doi = {10.1186/S12880-024-01260-1},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcmi/ChangLWC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcmi/KimRKWLY24,
author = {Mujin Kim and
Willmer Rafell Qui{\~{n}}ones Robles and
Young Sin Ko and
Bryan Wong and
Sol Lee and
Mun Yong Yi},
title = {A predicted-loss based active learning approach for robust cancer
pathology image analysis in the workplace},
journal = {{BMC} Medical Imaging},
volume = {24},
number = {1},
pages = {5},
year = {2024},
url = {https://doi.org/10.1186/s12880-023-01170-8},
doi = {10.1186/S12880-023-01170-8},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcmi/KimRKWLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/LuWHZGLLM24,
author = {Qinghang Lu and
Bangyao Wang and
Quanhui He and
Qingmao Zhang and
Liang Guo and
Jiaming Li and
Jie Li and
Qiongxiong Ma},
title = {A blood cell classification method based on {MAE} and active learning},
journal = {Biomed. Signal Process. Control.},
volume = {90},
pages = {105813},
year = {2024},
url = {https://doi.org/10.1016/j.bspc.2023.105813},
doi = {10.1016/J.BSPC.2023.105813},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bspc/LuWHZGLLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/QuJFWS24,
author = {Linhao Qu and
Qiuye Jin and
Kexue Fu and
Manning Wang and
Zhijian Song},
title = {Rethinking deep active learning for medical image segmentation: {A}
diffusion and angle-based framework},
journal = {Biomed. Signal Process. Control.},
volume = {96},
pages = {106493},
year = {2024},
url = {https://doi.org/10.1016/j.bspc.2024.106493},
doi = {10.1016/J.BSPC.2024.106493},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bspc/QuJFWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/ZhaoSCQSM24,
author = {Yu Zhao and
Xiaoyan Shen and
Jiadong Chen and
Wei Qian and
Liang Sang and
He Ma},
title = {Learning active contour models based on self-attention for breast
ultrasound image segmentation},
journal = {Biomed. Signal Process. Control.},
volume = {89},
pages = {105816},
year = {2024},
url = {https://doi.org/10.1016/j.bspc.2023.105816},
doi = {10.1016/J.BSPC.2023.105816},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bspc/ZhaoSCQSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacie/YaoTYZ24,
author = {Hongcan Yao and
Ping Tan and
T. Y. Yang and
Fulin Zhou},
title = {Deep reinforcement learning-based active mass driver decoupled control
framework considering control-structure interaction effects},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {39},
number = {11},
pages = {1573--1596},
year = {2024},
url = {https://doi.org/10.1111/mice.13159},
doi = {10.1111/MICE.13159},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacie/YaoTYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caeai/GrayRCL24,
author = {Andy Gray and
Alma A. M. Rahat and
Tom Crick and
Stephen Lindsay},
title = {A Bayesian active learning approach to comparative judgement within
education assessment},
journal = {Comput. Educ. Artif. Intell.},
volume = {6},
pages = {100245},
year = {2024},
url = {https://doi.org/10.1016/j.caeai.2024.100245},
doi = {10.1016/J.CAEAI.2024.100245},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caeai/GrayRCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caee/GiancasproAKCBS24,
author = {James W. Giancaspro and
Diana Arboleda and
Nam Ju Kim and
Seulki J. Chin and
Jennifer C. Britton and
Walter G. Secada},
title = {An active learning approach to teach distributed forces using augmented
reality with guided inquiry},
journal = {Comput. Appl. Eng. Educ.},
volume = {32},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/cae.22703},
doi = {10.1002/CAE.22703},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caee/GiancasproAKCBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caee/RealPER24,
author = {Francisco J. Quesada Real and
Fernando Perez{-}Pe{\~{n}}a and
Arturo Morgado Est{\'{e}}vez and
Juan Jos{\'{e}} Ruiz{-}Lend{\'{\i}}nez},
title = {Applying active learning by contextualizing robotic applications to
historical heritage},
journal = {Comput. Appl. Eng. Educ.},
volume = {32},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/cae.22687},
doi = {10.1002/CAE.22687},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caee/RealPER24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/LiBQC24,
author = {Zuocheng Li and
Ling Bai and
Bin Qian and
Yuning Chen},
title = {Active learning based hyper-heuristic for the integration of production
and Transportation: {A} third-party logistics perspective},
journal = {Comput. Ind. Eng.},
volume = {194},
pages = {110381},
year = {2024},
url = {https://doi.org/10.1016/j.cie.2024.110381},
doi = {10.1016/J.CIE.2024.110381},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/candie/LiBQC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/MaMJLD24,
author = {Siteng Ma and
Prateek Mathur and
Zheng Ju and
Aonghus Lawlor and
Ruihai Dong},
title = {Model-data-driven adversarial active learning for brain tumor segmentation},
journal = {Comput. Biol. Medicine},
volume = {176},
pages = {108585},
year = {2024},
url = {https://doi.org/10.1016/j.compbiomed.2024.108585},
doi = {10.1016/J.COMPBIOMED.2024.108585},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/MaMJLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/TanWM24,
author = {Hai Siong Tan and
Kuancheng Wang and
Rafe McBeth},
title = {Exploring {UMAP} in hybrid models of entropy-based and representativeness
sampling for active learning in biomedical segmentation},
journal = {Comput. Biol. Medicine},
volume = {176},
pages = {108605},
year = {2024},
url = {https://doi.org/10.1016/j.compbiomed.2024.108605},
doi = {10.1016/J.COMPBIOMED.2024.108605},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/TanWM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/CastroAmoedoGM24,
author = {Rafael Castro{-}Amoedo and
Julia Granacher and
Fran{\c{c}}ois Mar{\'{e}}chal},
title = {A combined genetic algorithm and active learning approach to build
and test surrogate models in Process Systems Engineering},
journal = {Comput. Chem. Eng.},
volume = {181},
pages = {108517},
year = {2024},
url = {https://doi.org/10.1016/j.compchemeng.2023.108517},
doi = {10.1016/J.COMPCHEMENG.2023.108517},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cce/CastroAmoedoGM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/HiteJC24,
author = {Rebecca L. Hite and
Melissa Gail Jones and
Gina M. Childers},
title = {Classifying and modeling secondary students' active learning in a
virtual learning environment through generated questions},
journal = {Comput. Educ.},
volume = {208},
pages = {104940},
year = {2024},
url = {https://doi.org/10.1016/j.compedu.2023.104940},
doi = {10.1016/J.COMPEDU.2023.104940},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ce/HiteJC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/KuhlmannPEBGHBGP24,
author = {Shelbi L. Kuhlmann and
Robert Plumley and
Zoe Evans and
Matthew L. Bernacki and
Jeffrey Alan Greene and
Kelly A. Hogan and
Michael Berro and
Kathleen M. Gates and
Abigail Panter},
title = {Students' active cognitive engagement with instructional videos predicts
{STEM} learning},
journal = {Comput. Educ.},
volume = {216},
pages = {105050},
year = {2024},
url = {https://doi.org/10.1016/j.compedu.2024.105050},
doi = {10.1016/J.COMPEDU.2024.105050},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ce/KuhlmannPEBGHBGP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/WuLTK24,
author = {Jiun{-}Yu Wu and
Chen{-}Hsuan Liao and
Chin{-}Chung Tsai and
Oi{-}Man Kwok},
title = {Using learning analytics with temporal modeling to uncover the interplay
of before-class video viewing engagement, motivation, and performance
in an active learning context},
journal = {Comput. Educ.},
volume = {212},
pages = {104975},
year = {2024},
url = {https://doi.org/10.1016/j.compedu.2023.104975},
doi = {10.1016/J.COMPEDU.2023.104975},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ce/WuLTK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/FuLW24,
author = {Yimin Fu and
Zhunga Liu and
Zicheng Wang},
title = {Logit prototype learning with active multimodal representation for
robust open-set recognition},
journal = {Sci. China Inf. Sci.},
volume = {67},
number = {6},
year = {2024},
url = {https://doi.org/10.1007/s11432-023-3924-x},
doi = {10.1007/S11432-023-3924-X},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/FuLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/AlajramiNJNFADSSFZ24,
author = {Eman Alajrami and
Tiffany Ng and
Jevgeni Jevsikov and
Preshen Naidoo and
Patricia Fernandes and
Neda Azarmehr and
Fateme Dinmohammadi and
Matthew J. Shun{-}Shin and
Nasim Dadashi Serej and
Darrel P. Francis and
Massoud Zolgharni},
title = {Active learning for left ventricle segmentation in echocardiography},
journal = {Comput. Methods Programs Biomed.},
volume = {248},
pages = {108111},
year = {2024},
url = {https://doi.org/10.1016/j.cmpb.2024.108111},
doi = {10.1016/J.CMPB.2024.108111},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/AlajramiNJNFADSSFZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/Complexity24bl,
author = {Complexity},
title = {Retracted: Knowledge Graph Entity Similarity Calculation under Active
Learning},
journal = {Complex.},
volume = {2024},
pages = {9837865:1--9837865:1},
year = {2024},
url = {https://doi.org/10.1155/2024/9837865},
doi = {10.1155/2024/9837865},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/complexity/Complexity24bl.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/WuHWFDY24,
author = {Yali Wu and
Yanghu Hu and
Junhu Wang and
Mengqi Feng and
Ang Dong and
Yanxi Yang},
title = {An active learning framework using deep Q-network for zero-day attack
detection},
journal = {Comput. Secur.},
volume = {139},
pages = {103713},
year = {2024},
url = {https://doi.org/10.1016/j.cose.2024.103713},
doi = {10.1016/J.COSE.2024.103713},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/WuHWFDY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/YuWW24,
author = {Rongwei Yu and
Yong Wang and
Wang Wang},
title = {{AMAD:} Active learning-based multivariate time series anomaly detection
for large-scale {IT} systems},
journal = {Comput. Secur.},
volume = {137},
pages = {103603},
year = {2024},
url = {https://doi.org/10.1016/j.cose.2023.103603},
doi = {10.1016/J.COSE.2023.103603},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/YuWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csedu/BaladyT24,
author = {Steve Balady and
Cynthia Bagier Taylor},
title = {Students' expert-like attitudes in calculus and introductory computer
science courses with active-learning pedagogy},
journal = {Comput. Sci. Educ.},
volume = {34},
number = {1},
pages = {37--67},
year = {2024},
url = {https://doi.org/10.1080/08993408.2022.2129344},
doi = {10.1080/08993408.2022.2129344},
timestamp = {Fri, 29 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csedu/BaladyT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csl/EinfeldtSZKB24,
author = {Marieke Einfeldt and
Rita Sevastjanova and
Katharina Zahner{-}Ritter and
Ekaterina Kazak and
Bettina Braun},
title = {The use of Active Learning systems for stimulus selection and response
modelling in perception experiments},
journal = {Comput. Speech Lang.},
volume = {83},
pages = {101537},
year = {2024},
url = {https://doi.org/10.1016/j.csl.2023.101537},
doi = {10.1016/J.CSL.2023.101537},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csl/EinfeldtSZKB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/WangKC24,
author = {Zhanfeng Wang and
Amy M. Kwon and
Yuan{-}chin Ivan Chang},
title = {Active learning with logistic models featuring simultaneous variable
and subject selection},
journal = {Commun. Stat. Simul. Comput.},
volume = {53},
number = {2},
pages = {897--911},
year = {2024},
url = {https://doi.org/10.1080/03610918.2022.2037636},
doi = {10.1080/03610918.2022.2037636},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cssc/WangKC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/NapolitanoCPKSM24,
author = {Olga Napolitano and
Marco Cognetti and
Lucia Pallottino and
Dimitrios Kanoulas and
Paolo Salaris and
Valerio Modugno},
title = {Active Sensing for Data Quality Improvement in Model Learning},
journal = {{IEEE} Control. Syst. Lett.},
volume = {8},
pages = {1433--1438},
year = {2024},
url = {https://doi.org/10.1109/LCSYS.2024.3410152},
doi = {10.1109/LCSYS.2024.3410152},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csysl/NapolitanoCPKSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GuoLCW24,
author = {Husheng Guo and
Hai Li and
Lu Cong and
Wenjian Wang},
title = {Online concept evolution detection based on active learning},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {4},
pages = {1589--1633},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01011-4},
doi = {10.1007/S10618-024-01011-4},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/GuoLCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JoseMDJMP24,
author = {Ashna Jose and
Jo{\~{a}}o Paulo Almeida de Mendon{\c{c}}a and
Emilie Devijver and
No{\"{e}}l Jakse and
Val{\'{e}}rie Monbet and
Roberta Poloni},
title = {Regression tree-based active learning},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {420--460},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00951-7},
doi = {10.1007/S10618-023-00951-7},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/JoseMDJMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KatsimprasP24,
author = {Georgios Katsimpras and
Georgios Paliouras},
title = {Improving Graph Neural Networks by combining active learning with
self-training},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {110--127},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00959-z},
doi = {10.1007/S10618-023-00959-Z},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/KatsimprasP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RobinsonTMG24,
author = {Thomas Robinson and
Niek Tax and
Richard Mudd and
Ido Guy},
title = {Active learning with biased non-response to label requests},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {4},
pages = {2117--2140},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01026-x},
doi = {10.1007/S10618-024-01026-X},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/RobinsonTMG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/BartolomeG24,
author = {Pedro Santos Bartolom{\'{e}} and
Tom Van Gerven},
title = {A study on dynamic active learning for meta-modelling of process simulations},
journal = {Eng. Appl. Artif. Intell.},
volume = {133},
pages = {108539},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2024.108539},
doi = {10.1016/J.ENGAPPAI.2024.108539},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/BartolomeG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/GarciaMartinezCMS24,
author = {Jes{\'{u}}s Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Jos{\'{e}} Carlos Castillo and
Sara Marques{-}Villarroya and
Miguel Angel Salichs},
title = {Active Object Learning for intelligent social robots},
journal = {Eng. Appl. Artif. Intell.},
volume = {127},
number = {Part {B}},
pages = {107329},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2023.107329},
doi = {10.1016/J.ENGAPPAI.2023.107329},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/GarciaMartinezCMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/MemonGLCMFH24,
author = {Halar Memon and
Eskil Gjerde and
Alex Lynam and
Amiya Chowdhury and
Geert De Maere and
Grazziela P. Figueredo and
Tanvir Hussain},
title = {Active learning-driven uncertainty reduction for in-flight particle
characteristics of atmospheric plasma spraying of silicon},
journal = {Eng. Appl. Artif. Intell.},
volume = {128},
pages = {107465},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2023.107465},
doi = {10.1016/J.ENGAPPAI.2023.107465},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/MemonGLCMFH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/SartorBS24,
author = {Davide Sartor and
Tommaso Barbariol and
Gian Antonio Susto},
title = {Bayesian active learning isolation forest {(B-ALIF):} {A} weakly supervised
strategy for anomaly detection},
journal = {Eng. Appl. Artif. Intell.},
volume = {130},
pages = {107671},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2023.107671},
doi = {10.1016/J.ENGAPPAI.2023.107671},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/SartorBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/SobotSS24,
author = {Tamara Sobot and
Vladimir Stankovic and
Lina Stankovic},
title = {Human in the loop active learning for time-series electrical measurement
data},
journal = {Eng. Appl. Artif. Intell.},
volume = {133},
pages = {108589},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2024.108589},
doi = {10.1016/J.ENGAPPAI.2024.108589},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/SobotSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ZhangPTYZD24,
author = {Teng Zhang and
Fangyu Peng and
Xiaowei Tang and
Rong Yan and
Chi Zhang and
Runpeng Deng},
title = {An active semi-supervised transfer learning method for robot pose
error prediction and compensation},
journal = {Eng. Appl. Artif. Intell.},
volume = {128},
pages = {107476},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2023.107476},
doi = {10.1016/J.ENGAPPAI.2023.107476},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/ZhangPTYZD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ZhuZRRZZ24,
author = {Xinyi Zhu and
Hongbing Zhang and
Quan Ren and
Jianwen Rui and
Lingyuan Zhang and
Dailu Zhang},
title = {{ORALI:} Open-set recognition and active learning for unknown lithology
identification},
journal = {Eng. Appl. Artif. Intell.},
volume = {133},
pages = {108623},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2024.108623},
doi = {10.1016/J.ENGAPPAI.2024.108623},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/ZhuZRRZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eait/AleRuizMM24,
author = {Rafael Al{\'{e}}{-}Ruiz and
Fernando Mart{\'{\i}}nez{-}Abad and
Mar{\'{\i}}a Teresa del Moral{-}Marcos},
title = {Academic engagement and management of personalised active learning
in higher education digital ecosystems},
journal = {Educ. Inf. Technol.},
volume = {29},
number = {10},
pages = {12289--12304},
year = {2024},
url = {https://doi.org/10.1007/s10639-023-12358-4},
doi = {10.1007/S10639-023-12358-4},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eait/AleRuizMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eait/CandelPC24,
author = {Elena Carri{\'{o}}n Candel and
Cristina de{-}la Pe{\~{n}}a and
Beatriz Chaves{-}Yuste},
title = {Pre-service teachers' perception of active learning methodologies
in history: Flipped classroom and gamification in an e-learning environment},
journal = {Educ. Inf. Technol.},
volume = {29},
number = {3},
pages = {3365--3387},
year = {2024},
url = {https://doi.org/10.1007/s10639-023-11924-0},
doi = {10.1007/S10639-023-11924-0},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eait/CandelPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eait/YanLAL24,
author = {Jing Yan and
Shihui Liu and
Catherine Armwood{-}Gordon and
Lin Li},
title = {Factors affecting Active Flipped Learning on Underrepresented students
in Three {STEM} Courses},
journal = {Educ. Inf. Technol.},
volume = {29},
number = {9},
pages = {10791--10804},
year = {2024},
url = {https://doi.org/10.1007/s10639-023-12234-1},
doi = {10.1007/S10639-023-12234-1},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eait/YanLAL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/KathSCGS24,
author = {Hannes Kath and
Patricia P. Serafini and
Ivan B. Campos and
Thiago S. Gouv{\^{e}}a and
Daniel Sonntag},
title = {Leveraging transfer learning and active learning for data annotation
in passive acoustic monitoring of wildlife},
journal = {Ecol. Informatics},
volume = {82},
pages = {102710},
year = {2024},
url = {https://doi.org/10.1016/j.ecoinf.2024.102710},
doi = {10.1016/J.ECOINF.2024.102710},
timestamp = {Sat, 03 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ecoi/KathSCGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/McEwenSGBAG24,
author = {Ben McEwen and
Kaspar Soltero and
Stefanie Gutschmidt and
Andrew Bainbridge{-}Smith and
James Atlas and
Richard D. Green},
title = {Active few-shot learning for rare bioacoustic feature annotation},
journal = {Ecol. Informatics},
volume = {82},
pages = {102734},
year = {2024},
url = {https://doi.org/10.1016/j.ecoinf.2024.102734},
doi = {10.1016/J.ECOINF.2024.102734},
timestamp = {Sun, 01 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ecoi/McEwenSGBAG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/elektrik/KandasamyJ24,
author = {Latha Maheswari Kandasamy and
Kanakaraj Jaganathan},
title = {Intelligent protection scheme using combined Stockwell-Transform and
deep learning-based fault diagnosis for the active distribution system},
journal = {Turkish J. Electr. Eng. Comput. Sci.},
volume = {32},
number = {2},
pages = {234--250},
year = {2024},
url = {https://doi.org/10.55730/1300-0632.4066},
doi = {10.55730/1300-0632.4066},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/elektrik/KandasamyJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/HamburgRHN24,
author = {Sarah Hamburg and
Alejandro Jimenez Rodriguez and
Aung Htet and
Alessandro G. Di Nuovo},
title = {Active Inference for Learning and Development in Embodied Neuromorphic
Agents},
journal = {Entropy},
volume = {26},
number = {7},
pages = {582},
year = {2024},
url = {https://doi.org/10.3390/e26070582},
doi = {10.3390/E26070582},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/HamburgRHN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/PaulIR24,
author = {Aswin Paul and
Takuya Isomura and
Adeel Razi},
title = {On Predictive Planning and Counterfactual Learning in Active Inference},
journal = {Entropy},
volume = {26},
number = {6},
pages = {484},
year = {2024},
url = {https://doi.org/10.3390/e26060484},
doi = {10.3390/E26060484},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/PaulIR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/ShayovitzBF24,
author = {Shachar Shayovitz and
Koby Bibas and
Meir Feder},
title = {Deep Individual Active Learning: Safeguarding against Out-of-Distribution
Challenges in Neural Networks},
journal = {Entropy},
volume = {26},
number = {2},
pages = {129},
year = {2024},
url = {https://doi.org/10.3390/e26020129},
doi = {10.3390/E26020129},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/ShayovitzBF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/DongNGLS24,
author = {Zihao Dong and
Sijie Niu and
Xizhan Gao and
Jinping Li and
Xiuli Shao},
title = {Uncertainty-weighted prototype active learning in domain adaptive
semantic segmentation},
journal = {Expert Syst. Appl.},
volume = {245},
pages = {123094},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.123094},
doi = {10.1016/J.ESWA.2023.123094},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/DongNGLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/FajriSPP24,
author = {Ricky Maulana Fajri and
Akrati Saxena and
Yulong Pei and
Mykola Pechenizkiy},
title = {{FAL-CUR:} Fair Active Learning using Uncertainty and Representativeness
on Fair Clustering},
journal = {Expert Syst. Appl.},
volume = {242},
pages = {122842},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.122842},
doi = {10.1016/J.ESWA.2023.122842},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/FajriSPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/FlescaMST24,
author = {Sergio Flesca and
Domenico Mandaglio and
Francesco Scala and
Andrea Tagarelli},
title = {A meta-active learning approach exploiting instance importance},
journal = {Expert Syst. Appl.},
volume = {247},
pages = {123320},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.123320},
doi = {10.1016/J.ESWA.2024.123320},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/FlescaMST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/HuangPSGW24,
author = {Yang Huang and
Yueyang Pi and
Yiqing Shi and
Wenzhong Guo and
Shiping Wang},
title = {Adaptive graph active learning with mutual information via policy
learning},
journal = {Expert Syst. Appl.},
volume = {255},
pages = {124773},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.124773},
doi = {10.1016/J.ESWA.2024.124773},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/HuangPSGW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LanXYWLG24,
author = {Guipeng Lan and
Shuai Xiao and
Jiachen Yang and
Jiabao Wen and
Wen Lu and
Xinbo Gao},
title = {Active learning inspired method in generative models},
journal = {Expert Syst. Appl.},
volume = {249},
pages = {123582},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.123582},
doi = {10.1016/J.ESWA.2024.123582},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LanXYWLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MenkeWS24,
author = {Maximilian Menke and
Thomas Wenzel and
Andreas Schwung},
title = {Bridging the gap: Active learning for efficient domain adaptation
in object detection},
journal = {Expert Syst. Appl.},
volume = {254},
pages = {124403},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.124403},
doi = {10.1016/J.ESWA.2024.124403},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/MenkeWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/NixonSCH24,
author = {Christopher Nixon and
Mohamed H. Sedky and
Justin Champion and
Mohamed Hassan},
title = {{SALAD:} {A} split active learning based unsupervised network data
stream anomaly detection method using autoencoders},
journal = {Expert Syst. Appl.},
volume = {248},
pages = {123439},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.123439},
doi = {10.1016/J.ESWA.2024.123439},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/NixonSCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SuiG24,
author = {Qun Sui and
Sujit K. Ghosh},
title = {Similarity-based active learning methods},
journal = {Expert Syst. Appl.},
volume = {251},
pages = {123849},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.123849},
doi = {10.1016/J.ESWA.2024.123849},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/SuiG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/WangCSS24,
author = {Yongshuai Wang and
Zengqiang Chen and
Mingwei Sun and
Qinglin Sun},
title = {Enhancing active disturbance rejection design via deep reinforcement
learning and its application to autonomous vehicle},
journal = {Expert Syst. Appl.},
volume = {239},
pages = {122433},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.122433},
doi = {10.1016/J.ESWA.2023.122433},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/WangCSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhanLX24,
author = {Hongyou Zhan and
Hui Liu and
Ning{-}Cong Xiao},
title = {Time-dependent reliability analysis of structural systems based on
parallel active learning Kriging model},
journal = {Expert Syst. Appl.},
volume = {247},
pages = {123252},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.123252},
doi = {10.1016/J.ESWA.2024.123252},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ZhanLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/HimajaDSV24,
author = {D. Himaja and
Venkatesulu Dondeti and
Uppalapati Srilakshmi and
Shashidhar Virupaksha},
title = {Cluster based active learning for classification of evolving streams},
journal = {Evol. Intell.},
volume = {17},
number = {4},
pages = {2167--2191},
year = {2024},
url = {https://doi.org/10.1007/s12065-023-00879-3},
doi = {10.1007/S12065-023-00879-3},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evi/HimajaDSV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ewc/SongZCYD24,
author = {Jingwen Song and
Yifei Zhang and
Yifan Cui and
Ting Yue and
Yan Dang},
title = {Bayesian active learning approach for estimation of empirical copula-based
moment-independent sensitivity indices},
journal = {Eng. Comput.},
volume = {40},
number = {2},
pages = {1247--1263},
year = {2024},
url = {https://doi.org/10.1007/s00366-023-01865-0},
doi = {10.1007/S00366-023-01865-0},
timestamp = {Fri, 10 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ewc/SongZCYD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdgth/TwinomurinziMB24,
author = {Hossana Twinomurinzi and
Herman C. Myburgh and
Dennis L. Barbour},
title = {Active transfer learning for audiogram estimation},
journal = {Frontiers Digit. Health},
volume = {6},
year = {2024},
url = {https://doi.org/10.3389/fdgth.2024.1267799},
doi = {10.3389/FDGTH.2024.1267799},
timestamp = {Thu, 11 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdgth/TwinomurinziMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/ParkLHC24,
author = {Hyunseo Park and
Gyeong Ho Lee and
Jaeseob Han and
Jun Kyun Choi},
title = {Multiclass autoencoder-based active learning for sensor-based human
activity recognition},
journal = {Future Gener. Comput. Syst.},
volume = {151},
pages = {71--84},
year = {2024},
url = {https://doi.org/10.1016/j.future.2023.09.029},
doi = {10.1016/J.FUTURE.2023.09.029},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/ParkLHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/DasFS24,
author = {Shemonto Das and
Vinicius Prado da Fonseca and
Am{\'{\i}}lcar Soares},
title = {Active learning strategies for robotic tactile texture recognition
tasks},
journal = {Frontiers Robotics {AI}},
volume = {11},
year = {2024},
url = {https://doi.org/10.3389/frobt.2024.1281060},
doi = {10.3389/FROBT.2024.1281060},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/firai/DasFS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/MansfieldM24,
author = {David Mansfield and
Allahyar Montazeri},
title = {A survey on autonomous environmental monitoring approaches: towards
unifying active sensing and reinforcement learning},
journal = {Frontiers Robotics {AI}},
volume = {11},
year = {2024},
url = {https://doi.org/10.3389/frobt.2024.1336612},
doi = {10.3389/FROBT.2024.1336612},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/firai/MansfieldM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/RodaG24,
author = {Hezi Roda and
Amir B. Geva},
title = {Semi-supervised active learning using convolutional auto- encoder
and contrastive learning},
journal = {Frontiers Artif. Intell.},
volume = {7},
year = {2024},
url = {https://doi.org/10.3389/frai.2024.1398844},
doi = {10.3389/FRAI.2024.1398844},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/RodaG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/i-jep/YousifAJM24,
author = {Maysam Raad Yousif and
Linda Talib Ameen and
Basim Mohamed Jassim and
Ban Hassan Majeed},
title = {The Impact of Two Proposed Strategies Based on Active Learning on
Students' Achievement at the Computer and Their Social Intelligence},
journal = {Int. J. Eng. Pedagog.},
volume = {14},
number = {1},
pages = {39--49},
year = {2024},
url = {https://doi.org/10.3991/ijep.v14i1.47085},
doi = {10.3991/IJEP.V14I1.47085},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/i-jep/YousifAJM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeejas/ChenZCZ24,
author = {Tao Chen and
Ruiyuan Zhao and
Jian Chen and
Zichao Zhang},
title = {Data-Driven Active Disturbance Rejection Control of Plant-Protection
Unmanned Ground Vehicle Prototype: {A} Fuzzy Indirect Iterative Learning
Approach},
journal = {{IEEE} {CAA} J. Autom. Sinica},
volume = {11},
number = {8},
pages = {1892--1894},
year = {2024},
url = {https://doi.org/10.1109/JAS.2023.124158},
doi = {10.1109/JAS.2023.124158},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieeejas/ChenZCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-spr/JiangYZG24,
author = {Yilin Jiang and
Yaozu Yang and
Wei Zhang and
Limin Guo},
title = {Deep Learning-Based Active Jamming Suppression for Radar Main Lobe},
journal = {{IET} Signal Process.},
volume = {2024},
pages = {1--24},
year = {2024},
url = {https://doi.org/10.1049/2024/3179667},
doi = {10.1049/2024/3179667},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-spr/JiangYZG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/GuanCX24,
author = {Hui Guan and
Guorong Cai and
Hang Xu},
title = {Automatic Requirement Dependency Extraction Based on Integrated Active
Learning Strategies},
journal = {Mach. Intell. Res.},
volume = {21},
number = {5},
pages = {993--1010},
year = {2024},
url = {https://doi.org/10.1007/s11633-023-1420-1},
doi = {10.1007/S11633-023-1420-1},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijautcomp/GuanCX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/WangLXWBLWCDY24,
author = {Qingzhong Wang and
Haifang Li and
Haoyi Xiong and
Wen Wang and
Jiang Bian and
Yu Lu and
Shuaiqiang Wang and
Zhicong Cheng and
Dejing Dou and
Dawei Yin},
title = {A Simple yet Effective Framework for Active Learning to Rank},
journal = {Mach. Intell. Res.},
volume = {21},
number = {1},
pages = {169--183},
year = {2024},
url = {https://doi.org/10.1007/s11633-023-1422-z},
doi = {10.1007/S11633-023-1422-Z},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijautcomp/WangLXWBLWCDY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijccc/AdiliC24,
author = {Palizhati Adili and
Yiwang Chen},
title = {Fast Disaster Event Detection from Social Media: An Active Learning
Method},
journal = {Int. J. Comput. Commun. Control},
volume = {19},
number = {2},
year = {2024},
url = {https://doi.org/10.15837/ijccc.2024.2.6460},
doi = {10.15837/IJCCC.2024.2.6460},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijccc/AdiliC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/KlidbaryJ24,
author = {Sajad Haghzad Klidbary and
Mohammad Javadian},
title = {A Novel Hierarchical High-Dimensional Unsupervised Active Learning
Method},
journal = {Int. J. Comput. Intell. Syst.},
volume = {17},
number = {1},
pages = {193},
year = {2024},
url = {https://doi.org/10.1007/s44196-024-00601-w},
doi = {10.1007/S44196-024-00601-W},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/KlidbaryJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/ZhaoHX24,
author = {Dongfang Zhao and
Xu Huanshi and
Zhang Xun},
title = {Active Exploration Deep Reinforcement Learning for Continuous Action
Space with Forward Prediction},
journal = {Int. J. Comput. Intell. Syst.},
volume = {17},
number = {1},
pages = {6},
year = {2024},
url = {https://doi.org/10.1007/s44196-023-00389-1},
doi = {10.1007/S44196-023-00389-1},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/ZhaoHX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcta/TangWWL24,
author = {Shengxue Tang and
Hongfan Wang and
Weiwei Wang and
Chenglong Liu},
title = {A fault diagnosis method for active power factor correction power
supply based on seagull algorithm optimized kernel-based extreme learning
machine},
journal = {Int. J. Circuit Theory Appl.},
volume = {52},
number = {3},
pages = {1116--1135},
year = {2024},
url = {https://doi.org/10.1002/cta.3821},
doi = {10.1002/CTA.3821},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcta/TangWWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangLLW24,
author = {Licheng Zhang and
Siew{-}Kei Lam and
Dingsheng Luo and
Xihong Wu},
title = {Employing feature mixture for active learning of object detection},
journal = {Neurocomputing},
volume = {594},
pages = {127883},
year = {2024},
url = {https://doi.org/10.1016/j.neucom.2024.127883},
doi = {10.1016/J.NEUCOM.2024.127883},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangLLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/BiyikHKS24,
author = {Erdem Biyik and
Nicolas Huynh and
Mykel J. Kochenderfer and
Dorsa Sadigh},
title = {Active preference-based Gaussian process regression for reward learning
and optimization},
journal = {Int. J. Robotics Res.},
volume = {43},
number = {5},
pages = {665--684},
year = {2024},
url = {https://doi.org/10.1177/02783649231208729},
doi = {10.1177/02783649231208729},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijrr/BiyikHKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/FaramarziJZZMBLW24,
author = {Sajad Faramarzi and
Sepideh Javadi and
Farshad Zeinali and
Hosein Zarini and
Mohammad Robat Mili and
Mehdi Bennis and
Yonghui Li and
Kai{-}Kit Wong},
title = {Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-Assisted
Networks With Rate-Splitting Multiple Access},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {15},
pages = {26366--26383},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2024.3397007},
doi = {10.1109/JIOT.2024.3397007},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/FaramarziJZZMBLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/LiC24,
author = {Jiawen Li and
Yuanyuan Cheng},
title = {Deep Meta-Reinforcement Learning-Based Data-Driven Active Fault Tolerance
Load Frequency Control for Islanded Microgrids Considering Internet
of Things},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {6},
pages = {10295--10303},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2023.3325482},
doi = {10.1109/JIOT.2023.3325482},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/LiC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/LinLCWDH24,
author = {Xuanwei Lin and
Ximeng Liu and
Bijia Chen and
Yuyang Wang and
Chen Dong and
Pengzhen Hu},
title = {{ATAL:} Active Learning Using Adversarial Training for Data Augmentation},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {3},
pages = {4787--4800},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2023.3300300},
doi = {10.1109/JIOT.2023.3300300},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/LinLCWDH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/SongK24,
author = {Taewon Song and
Yeunwoong Kyung},
title = {Deep-Reinforcement-Learning-Based Age-of-Information-Aware Low-Power
Active Queue Management for IoT Sensor Networks},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {9},
pages = {16700--16709},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2024.3355410},
doi = {10.1109/JIOT.2024.3355410},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/SongK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WeiYZZZJ24,
author = {Baichun Wei and
Chunzhi Yi and
Qi Zhang and
Haiqi Zhu and
Jianfei Zhu and
Feng Jiang},
title = {ActiveSelfHAR: Incorporating Self-Training Into Active Learning to
Improve Cross-Subject Human Activity Recognition},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {4},
pages = {6833--6847},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2023.3314150},
doi = {10.1109/JIOT.2023.3314150},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/WeiYZZZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/JabraneTHH24,
author = {Mourad Jabrane and
Hiba Tabbaa and
Aissam Hadri and
Imad Hafidi},
title = {Enhancing Entity Resolution with a hybrid Active Machine Learning
framework: Strategies for optimal learning in sparse datasets},
journal = {Inf. Syst.},
volume = {125},
pages = {102410},
year = {2024},
url = {https://doi.org/10.1016/j.is.2024.102410},
doi = {10.1016/J.IS.2024.102410},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/JabraneTHH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiapisKK24,
author = {Charalampos M. Liapis and
Aikaterini Karanikola and
Sotiris Kotsiantis},
title = {Data-efficient software defect prediction: {A} comparative analysis
of active learning-enhanced models and voting ensembles},
journal = {Inf. Sci.},
volume = {676},
pages = {120786},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.120786},
doi = {10.1016/J.INS.2024.120786},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiapisKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuZC0Z24,
author = {Yuansheng Liu and
Zhenran Zhou and
Xiaofeng Cao and
Dongsheng Cao and
Xiangxiang Zeng},
title = {Effective drug-target affinity prediction via generative active learning},
journal = {Inf. Sci.},
volume = {679},
pages = {121135},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.121135},
doi = {10.1016/J.INS.2024.121135},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuZC0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MarcelliBSS24,
author = {Elisa Marcelli and
Tommaso Barbariol and
Davide Sartor and
Gian Antonio Susto},
title = {Active Learning-based Isolation Forest {(ALIF):} Enhancing anomaly
detection with expert feedback},
journal = {Inf. Sci.},
volume = {678},
pages = {121012},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.121012},
doi = {10.1016/J.INS.2024.121012},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MarcelliBSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/istr/VaarandiG24,
author = {Risto Vaarandi and
Alejandro Guerra{-}Manzanares},
title = {Network {IDS} alert classification with active learning techniques},
journal = {J. Inf. Secur. Appl.},
volume = {81},
pages = {103687},
year = {2024},
url = {https://doi.org/10.1016/j.jisa.2023.103687},
doi = {10.1016/J.JISA.2023.103687},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/istr/VaarandiG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/DasIJD24,
author = {Shubhomoy Das and
Md. Rakibul Islam and
Nitthilan Kannappan Jayakodi and
Janardhan Rao Doppa},
title = {Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights,
Batch and Streaming Active Learning},
journal = {J. Artif. Intell. Res.},
volume = {80},
pages = {127--170},
year = {2024},
url = {https://doi.org/10.1613/jair.1.14741},
doi = {10.1613/JAIR.1.14741},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/DasIJD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/WeissenbacherCRCOKMFHPG24,
author = {Davy Weissenbacher and
Katherine R. Courtright and
Siddharth Rawal and
Andrew Crane{-}Droesch and
Karen O'Connor and
Nicholas Kuhl and
Corinne Merlino and
Anessa Foxwell and
Lindsay Haines and
Joseph C. Puhl and
Graciela Gonzalez{-}Hernandez},
title = {Detecting goals of care conversations in clinical notes with active
learning},
journal = {J. Biomed. Informatics},
volume = {151},
pages = {104618},
year = {2024},
url = {https://doi.org/10.1016/j.jbi.2024.104618},
doi = {10.1016/J.JBI.2024.104618},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/WeissenbacherCRCOKMFHPG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcal/LiuLZ24,
author = {Jingrong Liu and
Shujun Li and
Wanfang Zhang},
title = {Effects of providing {EFL} learners with additional online and face-to-face
practise opportunities to promote active learning in higher education},
journal = {J. Comput. Assist. Learn.},
volume = {40},
number = {3},
pages = {1246--1260},
year = {2024},
url = {https://doi.org/10.1111/jcal.12947},
doi = {10.1111/JCAL.12947},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcal/LiuLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcamd/ClevesJDBWH24,
author = {Ann E. Cleves and
Ajay N. Jain and
David A. Demeter and
Zachary A. Buchan and
Jeremy Wilmot and
Erin N. Hancock},
title = {From {UK-2A} to florylpicoxamid: Active learning to identify a mimic
of a macrocyclic natural product},
journal = {J. Comput. Aided Mol. Des.},
volume = {38},
number = {1},
pages = {19},
year = {2024},
url = {https://doi.org/10.1007/s10822-024-00555-3},
doi = {10.1007/S10822-024-00555-3},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcamd/ClevesJDBWH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcc/HerreraLHCKTS24,
author = {Lizandra Barrios Herrera and
Maicon Pierre Louren{\c{c}}o and
Jir{\'{\i}} Hostas and
Patrizia Calaminici and
Andreas M. K{\"{o}}ster and
Alain Tchagang and
Dennis R. Salahub},
title = {Active-learning for global optimization of Ni-Ceria nanoparticles:
The case of Ce\({}_{\mbox{4-x}}\)Ni\({}_{\mbox{x}}\)O\({}_{\mbox{8-}}\)\({}_{\mbox{x}}\)
(x = 1, 2, 3)},
journal = {J. Comput. Chem.},
volume = {45},
number = {19, July},
pages = {1643--1656},
year = {2024},
url = {https://doi.org/10.1002/jcc.27346},
doi = {10.1002/JCC.27346},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcc/HerreraLHCKTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcde/HuangZH24,
author = {Rui Huang and
Shuyi Zhu and
Bo Huang},
title = {Combining active learning and self-paced learning for cost-effective
process design intents extraction of process data},
journal = {J. Comput. Des. Eng.},
volume = {11},
number = {2},
pages = {161--175},
year = {2024},
url = {https://doi.org/10.1093/jcde/qwae027},
doi = {10.1093/JCDE/QWAE027},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcde/HuangZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/0002SJHMPVLMK24,
author = {Ya Chen and
Thomas Seidel and
Roxane Axel Jacob and
Steffen Hirte and
Angelica Mazzolari and
Alessandro Pedretti and
Giulio Vistoli and
Thierry Langer and
Filip Miljkovic and
Johannes Kirchmair},
title = {Active Learning Approach for Guiding Site-of-Metabolism Measurement
and Annotation},
journal = {J. Chem. Inf. Model.},
volume = {64},
number = {2},
pages = {348--358},
year = {2024},
url = {https://doi.org/10.1021/acs.jcim.3c01588},
doi = {10.1021/ACS.JCIM.3C01588},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/0002SJHMPVLMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/CaoSW24,
author = {Zhonglin Cao and
Simone Sciabola and
Ye Wang},
title = {Large-Scale Pretraining Improves Sample Efficiency of Active Learning-Based
Virtual Screening},
journal = {J. Chem. Inf. Model.},
volume = {64},
number = {6},
pages = {1882--1891},
year = {2024},
url = {https://doi.org/10.1021/acs.jcim.3c01938},
doi = {10.1021/ACS.JCIM.3C01938},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/CaoSW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/GorantlaKSCM24,
author = {Rohan Gorantla and
Alzbeta Kubincov{\'{a}} and
Benjamin Suutari and
Benjamin P. Cossins and
Antonia S. J. S. Mey},
title = {Benchmarking Active Learning Protocols for Ligand-Binding Affinity
Prediction},
journal = {J. Chem. Inf. Model.},
volume = {64},
number = {6},
pages = {1955--1965},
year = {2024},
url = {https://doi.org/10.1021/acs.jcim.4c00220},
doi = {10.1021/ACS.JCIM.4C00220},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/GorantlaKSCM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/KyroMBB24,
author = {Gregory W. Kyro and
Anton Morgunov and
Rafael I. Brent and
Victor S. Batista},
title = {ChemSpaceAL: An Efficient Active Learning Methodology Applied to Protein-Specific
Molecular Generation},
journal = {J. Chem. Inf. Model.},
volume = {64},
number = {3},
pages = {653--665},
year = {2024},
url = {https://doi.org/10.1021/acs.jcim.3c01456},
doi = {10.1021/ACS.JCIM.3C01456},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/KyroMBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/MarinKKMKRMGB24,
author = {Egor Marin and
Margarita Kovaleva and
Maria Kadukova and
Khalid Mustafin and
Polina Khorn and
Andrey Rogachev and
Alexey Mishin and
Albert Guskov and
Valentin Borshchevskiy},
title = {Regression-Based Active Learning for Accessible Acceleration of Ultra-Large
Library Docking},
journal = {J. Chem. Inf. Model.},
volume = {64},
number = {7},
pages = {2612--2623},
year = {2024},
url = {https://doi.org/10.1021/acs.jcim.3c01661},
doi = {10.1021/ACS.JCIM.3C01661},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/MarinKKMKRMGB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/YangGLWWL24,
author = {Youyou Yang and
Wenli Gan and
Lei Lin and
Long Wang and
Jianming Wu and
Jiesi Luo},
title = {Identification of Active Molecules against Thrombocytopenia through
Machine Learning},
journal = {J. Chem. Inf. Model.},
volume = {64},
number = {16},
pages = {6506--6520},
year = {2024},
url = {https://doi.org/10.1021/acs.jcim.4c00718},
doi = {10.1021/ACS.JCIM.4C00718},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/YangGLWWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcise/XieZSZ24,
author = {Jiarui Xie and
Chonghui Zhang and
Lijun Sun and
Yaoyao Fiona Zhao},
title = {Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design
Based on Active Learning},
journal = {J. Comput. Inf. Sci. Eng.},
volume = {24},
number = {4},
year = {2024},
url = {https://doi.org/10.1115/1.4064408},
doi = {10.1115/1.4064408},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcise/XieZSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/BrunaPV24,
author = {Joan Bruna and
Benjamin Peherstorfer and
Eric Vanden{-}Eijnden},
title = {Neural Galerkin schemes with active learning for high-dimensional
evolution equations},
journal = {J. Comput. Phys.},
volume = {496},
pages = {112588},
year = {2024},
url = {https://doi.org/10.1016/j.jcp.2023.112588},
doi = {10.1016/J.JCP.2023.112588},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/BrunaPV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/MadduWS24,
author = {Suryanarayana Maddu and
Scott Weady and
Michael J. Shelley},
title = {Learning fast, accurate, and stable closures of a kinetic theory of
an active fluid},
journal = {J. Comput. Phys.},
volume = {504},
pages = {112869},
year = {2024},
url = {https://doi.org/10.1016/j.jcp.2024.112869},
doi = {10.1016/J.JCP.2024.112869},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/MadduWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/LiQLZ24,
author = {Na Li and
Yiyang Qi and
Chaoran Li and
Zhiming Zhao},
title = {Active Learning for Data Quality Control: {A} Survey},
journal = {{ACM} J. Data Inf. Qual.},
volume = {16},
number = {2},
pages = {11:1--11:45},
year = {2024},
url = {https://doi.org/10.1145/3663369},
doi = {10.1145/3663369},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdiq/LiQLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/ZhenyaoLHY24,
author = {Fan Zhenyao and
Wang Lipeng and
Meng Hao and
Chunsheng Yang},
title = {Data-based deep reinforcement learning and active {FTC} for unmanned
surface vehicles},
journal = {J. Frankl. Inst.},
volume = {361},
number = {11},
pages = {106960},
year = {2024},
url = {https://doi.org/10.1016/j.jfranklin.2024.106960},
doi = {10.1016/J.JFRANKLIN.2024.106960},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jfi/ZhenyaoLHY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/HePHS24,
author = {Yu He and
Yigong Pan and
Xinying Hu and
Guangzhong Sun},
title = {Pool-based active learning framework for concept prerequisite learning},
journal = {J. Intell. Fuzzy Syst.},
volume = {46},
number = {1},
pages = {1771--1787},
year = {2024},
url = {https://doi.org/10.3233/jifs-231878},
doi = {10.3233/JIFS-231878},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jifs/HePHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/OliveiraVSFED24,
author = {Heveraldo Rodrigues de Oliveira and
Ant{\^{o}}nio Wilson Vieira and
La{\'{e}}rcio Ives Santos and
Murilo C. O. Camargos Filho and
Petr Ekel and
Marcos Fl{\'{a}}vio Silveira Vasconcelos D'Angelo},
title = {A fuzzy transformation approach to enhance active learning for heart
disease prediction},
journal = {J. Intell. Fuzzy Syst.},
volume = {46},
number = {4},
pages = {9957--9973},
year = {2024},
url = {https://doi.org/10.3233/jifs-237047},
doi = {10.3233/JIFS-237047},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/OliveiraVSFED24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/FolinoFGP24,
author = {Francesco Folino and
Gianluigi Folino and
Massimo Guarascio and
Luigi Pontieri},
title = {Data- {\&} compute-efficient deviance mining via active learning
and fast ensembles},
journal = {J. Intell. Inf. Syst.},
volume = {62},
number = {4},
pages = {995--1019},
year = {2024},
url = {https://doi.org/10.1007/s10844-024-00841-4},
doi = {10.1007/S10844-024-00841-4},
timestamp = {Tue, 10 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/FolinoFGP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jim/RozanecBTZKFM24,
author = {Joze M. Rozanec and
Luka Bizjak and
Elena Trajkova and
Patrik Zajec and
Jelle Keizer and
Blaz Fortuna and
Dunja Mladenic},
title = {Active learning and novel model calibration measurements for automated
visual inspection in manufacturing},
journal = {J. Intell. Manuf.},
volume = {35},
number = {5},
pages = {1963--1984},
year = {2024},
url = {https://doi.org/10.1007/s10845-023-02098-0},
doi = {10.1007/S10845-023-02098-0},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jim/RozanecBTZKFM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/EversbergL24,
author = {Leon Eversberg and
Jens Lambrecht},
title = {Combining Synthetic Images and Deep Active Learning: Data-Efficient
Training of an Industrial Object Detection Model},
journal = {J. Imaging},
volume = {10},
number = {1},
pages = {16},
year = {2024},
url = {https://doi.org/10.3390/jimaging10010016},
doi = {10.3390/JIMAGING10010016},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jimaging/EversbergL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jitt/ParadiseVitEA24,
author = {Abigail Paradise{-}Vit and
Aviad Elyashar and
Yarden Aronson},
title = {Automated photo filtering for tourism domain using deep and active
learning: the case of Israeli and worldwide cities on instagram},
journal = {J. Inf. Technol. Tour.},
volume = {26},
number = {3},
pages = {553--582},
year = {2024},
url = {https://doi.org/10.1007/s40558-024-00295-y},
doi = {10.1007/S40558-024-00295-Y},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jitt/ParadiseVitEA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0002CLP24,
author = {Marco Bressan and
Nicol{\`{o}} Cesa{-}Bianchi and
Silvio Lattanzi and
Andrea Paudice},
title = {Margin-Based Active Learning of Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {25},
pages = {127:1--127:45},
year = {2024},
url = {https://jmlr.org/papers/v25/22-1127.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/0002CLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuanZK24,
author = {Gan Yuan and
Yunfan Zhao and
Samory Kpotufe},
title = {Regimes of No Gain in Multi-class Active Learning},
journal = {J. Mach. Learn. Res.},
volume = {25},
pages = {129:1--129:31},
year = {2024},
url = {https://jmlr.org/papers/v25/23-0234.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuanZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocss/GriffioenRZP24,
author = {Niels Griffioen and
Nevena Rankovic and
Federico Zamberlan and
Monisha Punith},
title = {Efficient annotation reduction with active learning for computer vision-based
Retail Product Recognition},
journal = {J. Comput. Soc. Sci.},
volume = {7},
number = {1},
pages = {1039--1070},
year = {2024},
url = {https://doi.org/10.1007/s42001-024-00266-7},
doi = {10.1007/S42001-024-00266-7},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocss/GriffioenRZP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/HajiabadiGHK24,
author = {Hamideh Hajiabadi and
Christopher Gerking and
Lennart Hilbert and
Anne Koziolek},
title = {A data-driven active learning approach to reusing {ML} solutions in
scientific applications},
journal = {J. Syst. Softw.},
volume = {211},
pages = {111986},
year = {2024},
url = {https://doi.org/10.1016/j.jss.2024.111986},
doi = {10.1016/J.JSS.2024.111986},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jss/HajiabadiGHK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/RiouDSC24,
author = {K{\'{e}}vin Riou and
Kaiwen Dong and
K{\'{e}}vin Subrin and
Patrick Le Callet},
title = {Reinforcement Learning Based Tactile Sensing for Active Point Cloud
Acquisition, Recognition and Localization},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {18},
number = {3},
pages = {299--311},
year = {2024},
url = {https://doi.org/10.1109/JSTSP.2024.3431203},
doi = {10.1109/JSTSP.2024.3431203},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/RiouDSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiHMGL24,
author = {Ang Li and
Meng Han and
Dongliang Mu and
Zhihui Gao and
Shujuan Liu},
title = {Online active learning method for multi-class imbalanced data stream},
journal = {Knowl. Inf. Syst.},
volume = {66},
number = {4},
pages = {2355--2391},
year = {2024},
url = {https://doi.org/10.1007/s10115-023-02027-w},
doi = {10.1007/S10115-023-02027-W},
timestamp = {Sun, 14 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiHMGL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/JiKYLL24,
author = {Zhenyan Ji and
Deyan Kong and
Yanyan Yang and
Jiqiang Liu and
Zhao Li},
title = {{ASSL-HGAT:} Active semi-supervised learning empowered heterogeneous
graph attention network},
journal = {Knowl. Based Syst.},
volume = {290},
pages = {111567},
year = {2024},
url = {https://doi.org/10.1016/j.knosys.2024.111567},
doi = {10.1016/J.KNOSYS.2024.111567},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/JiKYLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WuMCSWZ24,
author = {Yan{-}Xue Wu and
Fan Min and
Gong{-}Suo Chen and
Shaopeng Shen and
Zuo{-}Cheng Wen and
Xiangbing Zhou},
title = {Self-supervised class-balanced active learning with uncertainty-mastery
fusion},
journal = {Knowl. Based Syst.},
volume = {300},
pages = {112192},
year = {2024},
url = {https://doi.org/10.1016/j.knosys.2024.112192},
doi = {10.1016/J.KNOSYS.2024.112192},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/WuMCSWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/ZhuGZYT24,
author = {Dongjun Zhu and
Chengjie Gu and
Junjun Zhang and
Yuyou Yao and
Dayu Tan},
title = {Global-Margin Uncertainty and Collaborative Sampling for Active Learning
in Complex Aerial Images Object Detection},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {21},
pages = {1--5},
year = {2024},
url = {https://doi.org/10.1109/LGRS.2024.3373038},
doi = {10.1109/LGRS.2024.3373038},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/ZhuGZYT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KadotaHBTU24,
author = {Takeaki Kadota and
Hideaki Hayashi and
Ryoma Bise and
Kiyohito Tanaka and
Seiichi Uchida},
title = {Deep Bayesian active learning-to-rank with relative annotation for
estimation of ulcerative colitis severity},
journal = {Medical Image Anal.},
volume = {97},
pages = {103262},
year = {2024},
url = {https://doi.org/10.1016/j.media.2024.103262},
doi = {10.1016/J.MEDIA.2024.103262},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/KadotaHBTU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/MahapatraBGR24,
author = {Dwarikanath Mahapatra and
Behzad Bozorgtabar and
Zongyuan Ge and
Mauricio Reyes},
title = {{GANDALF:} Graph-based transformer and Data Augmentation Active Learning
Framework with interpretable features for multi-label chest Xray classification},
journal = {Medical Image Anal.},
volume = {93},
pages = {103075},
year = {2024},
url = {https://doi.org/10.1016/j.media.2023.103075},
doi = {10.1016/J.MEDIA.2023.103075},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/MahapatraBGR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/MahapatraTGRBGR24,
author = {Dwarikanath Mahapatra and
Ruwan B. Tennakoon and
Yasmeen George and
Sudipta Roy and
Behzad Bozorgtabar and
Zongyuan Ge and
Mauricio Reyes},
title = {{ALFREDO:} Active Learning with FeatuRe disEntangelement and DOmain
adaptation for medical image classification},
journal = {Medical Image Anal.},
volume = {97},
pages = {103261},
year = {2024},
url = {https://doi.org/10.1016/j.media.2024.103261},
doi = {10.1016/J.MEDIA.2024.103261},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/MahapatraTGRBGR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/PengLKSABMH24,
author = {Haonan Peng and
Shan Lin and
Daniel King and
Yun{-}Hsuan Su and
Waleed M. Abuzeid and
Randall A. Bly and
Kris S. Moe and
Blake Hannaford},
title = {Reducing annotating load: Active learning with synthetic images in
surgical instrument segmentation},
journal = {Medical Image Anal.},
volume = {97},
pages = {103246},
year = {2024},
url = {https://doi.org/10.1016/j.media.2024.103246},
doi = {10.1016/J.MEDIA.2024.103246},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/PengLKSABMH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/SaeedRPSFBBBPDCH24,
author = {Shaheer U. Saeed and
Jo{\~{a}}o Ramalhinho and
Mark A. Pinnock and
Ziyi Shen and
Yunguan Fu and
Nina Monta{\~{n}}a Brown and
Ester Bonmati and
Dean C. Barratt and
Stephen P. Pereira and
Brian R. Davidson and
Matthew J. Clarkson and
Yipeng Hu},
title = {Active learning using adaptable task-based prioritisation},
journal = {Medical Image Anal.},
volume = {95},
pages = {103181},
year = {2024},
url = {https://doi.org/10.1016/j.media.2024.103181},
doi = {10.1016/J.MEDIA.2024.103181},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/SaeedRPSFBBBPDCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/SchmidtMCNEMK24,
author = {Arne Schmidt and
Pablo Morales{-}{\'{A}}lvarez and
Lee A. D. Cooper and
Lee A. Newberg and
Andinet Enquobahrie and
Rafael Molina and
Aggelos K. Katsaggelos},
title = {Focused active learning for histopathological image classification},
journal = {Medical Image Anal.},
volume = {95},
pages = {103162},
year = {2024},
url = {https://doi.org/10.1016/j.media.2024.103162},
doi = {10.1016/J.MEDIA.2024.103162},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/SchmidtMCNEMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/WangJLLWS24,
author = {Haoran Wang and
Qiuye Jin and
Shiman Li and
Siyu Liu and
Manning Wang and
Zhijian Song},
title = {A comprehensive survey on deep active learning in medical image analysis},
journal = {Medical Image Anal.},
volume = {95},
pages = {103201},
year = {2024},
url = {https://doi.org/10.1016/j.media.2024.103201},
doi = {10.1016/J.MEDIA.2024.103201},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/WangJLLWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CacciarelliK24,
author = {Davide Cacciarelli and
Murat Kulahci},
title = {Active learning for data streams: a survey},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {185--239},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06454-2},
doi = {10.1007/S10994-023-06454-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CacciarelliK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DenisHNS24,
author = {Christophe Denis and
Mohamed Hebiri and
Boris Ndjia Njike and
Xavier Siebert},
title = {Active learning algorithm through the lens of rejection arguments},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {753--788},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06494-8},
doi = {10.1007/S10994-023-06494-8},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DenisHNS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HoarauLGDM24,
author = {Arthur Hoarau and
Vincent Lemaire and
Yolande Le Gall and
Jean{-}Christophe Dubois and
Arnaud Martin},
title = {Evidential uncertainty sampling strategies for active learning},
journal = {Mach. Learn.},
volume = {113},
number = {9},
pages = {6453--6474},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06567-2},
doi = {10.1007/S10994-024-06567-2},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HoarauLGDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PullarStreckerDFW24,
author = {Zac Pullar{-}Strecker and
Katharina Dost and
Eibe Frank and
J{\"{o}}rg Wicker},
title = {Hitting the target: stopping active learning at the cost-based optimum},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1529--1547},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06253-1},
doi = {10.1007/S10994-022-06253-1},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PullarStreckerDFW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangYFRZKGHH24,
author = {Fei Zhang and
Yunjie Ye and
Lei Feng and
Zhongwen Rao and
Jieming Zhu and
Marcus Kalander and
Chen Gong and
Jianye Hao and
Bo Han},
title = {Exploiting counter-examples for active learning with partial labels},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3849--3868},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06485-9},
doi = {10.1007/S10994-023-06485-9},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangYFRZKGHH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/ZengWMWW24,
author = {Zhuo Zeng and
Chengliang Wang and
Fei Ma and
Peng Wang and
Hongqian Wang},
title = {Multiple-model and time-sensitive dynamic active learning for recurrent
graph convolutional network model extraction attacks},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {15},
number = {2},
pages = {383--404},
year = {2024},
url = {https://doi.org/10.1007/s13042-023-01916-4},
doi = {10.1007/S13042-023-01916-4},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlc/ZengWMWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DongBP24,
author = {Haiqi Dong and
Amanda S. Barnard and
Amanda J. Parker},
title = {Online meta-learned gradient norms for active learning in science
and technology},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15041},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2e17},
doi = {10.1088/2632-2153/AD2E17},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DongBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GarciaSamartinUCB24,
author = {Jorge Francisco Garc{\'{\i}}a{-}Samart{\'{\i}}n and
Christyan Cruz Ulloa and
Jaime del Cerro and
Antonio Barrientos},
title = {Active robotic search for victims using ensemble deep learning techniques},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {2},
pages = {25004},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad33df},
doi = {10.1088/2632-2153/AD33DF},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GarciaSamartinUCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GrauerSLL24,
author = {Jens Grauer and
Fabian Jan Schwarzendahl and
Hartmut L{\"{o}}wen and
Benno Liebchen},
title = {Optimizing collective behavior of communicating active particles with
machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15014},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1c33},
doi = {10.1088/2632-2153/AD1C33},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GrauerSLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WangMTEFMKKU24,
author = {Xiaoxiao Wang and
Joseph Musielewicz and
Richard Tran and
Sudheesh Kumar Ethirajan and
Xiaoyan Fu and
Hilda Mera and
John R. Kitchin and
Rachel C. Kurchin and
Zachary W. Ulissi},
title = {Generalization of graph-based active learning relaxation strategies
across materials},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {2},
pages = {25018},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad37f0},
doi = {10.1088/2632-2153/AD37F0},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WangMTEFMKKU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/LiuLHZSG24,
author = {Yan Liu and
Zhixin Li and
Zhan Huan and
Bangwen Zhou and
Shiyi Shen and
Shan Gao},
title = {Daily unbalanced action recognition based on active learning},
journal = {Multim. Tools Appl.},
volume = {83},
number = {6},
pages = {16255--16274},
year = {2024},
url = {https://doi.org/10.1007/s11042-023-16181-4},
doi = {10.1007/S11042-023-16181-4},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mta/LiuLHZSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mti/EsparzaRCTL24,
author = {Diana Margarita C{\'{o}}rdova Esparza and
Julio{-}Alejandro Romero{-}Gonz{\'{a}}lez and
Karen{-}Edith C{\'{o}}rdova{-}Esparza and
Juan R. Terven and
Rocio{-}Edith L{\'{o}}pez{-}Mart{\'{\i}}nez},
title = {Active Learning Strategies in Computer Science Education: {A} Systematic
Review},
journal = {Multimodal Technol. Interact.},
volume = {8},
number = {6},
pages = {50},
year = {2024},
url = {https://doi.org/10.3390/mti8060050},
doi = {10.3390/MTI8060050},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mti/EsparzaRCTL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/TangJ24,
author = {Wen Tang and
Mohammad R. Jahanshahi},
title = {Active perception based on deep reinforcement learning for autonomous
robotic damage inspection},
journal = {Mach. Vis. Appl.},
volume = {35},
number = {5},
pages = {110},
year = {2024},
url = {https://doi.org/10.1007/s00138-024-01591-7},
doi = {10.1007/S00138-024-01591-7},
timestamp = {Sun, 18 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mva/TangJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/JhaAP24,
author = {Aditi Jha and
Zoe C. Ashwood and
Jonathan W. Pillow},
title = {Active Learning for Discrete Latent Variable Models},
journal = {Neural Comput.},
volume = {36},
number = {3},
pages = {437--474},
year = {2024},
url = {https://doi.org/10.1162/neco\_a\_01646},
doi = {10.1162/NECO\_A\_01646},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/JhaAP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/RaoGS24,
author = {Rajesh P. N. Rao and
Dimitrios C. Gklezakos and
Vishwas Sathish},
title = {Active Predictive Coding: {A} Unifying Neural Model for Active Perception,
Compositional Learning, and Hierarchical Planning},
journal = {Neural Comput.},
volume = {36},
number = {1},
pages = {1--32},
year = {2024},
url = {https://doi.org/10.1162/neco\_a\_01627},
doi = {10.1162/NECO\_A\_01627},
timestamp = {Sun, 25 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/RaoGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/DAgostinoIS24,
author = {Danny D'Agostino and
Ilija Ilievski and
Christine Annette Shoemaker},
title = {Learning active subspaces and discovering important features with
Gaussian radial basis functions neural networks},
journal = {Neural Networks},
volume = {176},
pages = {106335},
year = {2024},
url = {https://doi.org/10.1016/j.neunet.2024.106335},
doi = {10.1016/J.NEUNET.2024.106335},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/DAgostinoIS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LiLTL24,
author = {Jingwei Li and
Yuan Li and
Jie Tan and
Chengbao Liu},
title = {Bridging the gap with grad: Integrating active learning into semi-supervised
domain generalization},
journal = {Neural Networks},
volume = {171},
pages = {186--199},
year = {2024},
url = {https://doi.org/10.1016/j.neunet.2023.12.017},
doi = {10.1016/J.NEUNET.2023.12.017},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LiLTL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ShiGSLJ24,
author = {Dongyuan Shi and
Woon{-}Seng Gan and
Xiaoyi Shen and
Zhengding Luo and
Junwei Ji},
title = {What is behind the meta-learning initialization of adaptive filter?
- {A} naive method for accelerating convergence of adaptive multichannel
active noise control},
journal = {Neural Networks},
volume = {172},
pages = {106145},
year = {2024},
url = {https://doi.org/10.1016/j.neunet.2024.106145},
doi = {10.1016/J.NEUNET.2024.106145},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ShiGSLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiCYLJ24,
author = {Jingyao Li and
Pengguang Chen and
Shaozuo Yu and
Shu Liu and
Jiaya Jia},
title = {{BAL:} Balancing Diversity and Novelty for Active Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {46},
number = {5},
pages = {3653--3664},
year = {2024},
url = {https://doi.org/10.1109/TPAMI.2023.3345844},
doi = {10.1109/TPAMI.2023.3345844},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LiCYLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TanDB24,
author = {Wei Tan and
Lan Du and
Wray L. Buntine},
title = {Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active
Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {46},
number = {5},
pages = {3463--3479},
year = {2024},
url = {https://doi.org/10.1109/TPAMI.2023.3343359},
doi = {10.1109/TPAMI.2023.3343359},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/TanDB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/phycomm/HuangSWWWFZ24,
author = {Zishan Huang and
Xiang Sun and
Yuchen Wang and
Zhongcheng Wei and
Chao Wang and
Yongjian Fan and
Jijun Zhao},
title = {A soft actor-critic reinforcement learning approach for over the air
active beamforming with reconfigurable intelligent surface},
journal = {Phys. Commun.},
volume = {66},
pages = {102474},
year = {2024},
url = {https://doi.org/10.1016/j.phycom.2024.102474},
doi = {10.1016/J.PHYCOM.2024.102474},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/phycomm/HuangSWWWFZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HanLSZZCSX24,
author = {Yincheng Han and
Dajiang Liu and
Jiaxing Shang and
Linjiang Zheng and
Jiang Zhong and
Weiwei Cao and
Hong Sun and
Wu Xie},
title = {{BALQUE:} Batch active learning by querying unstable examples with
calibrated confidence},
journal = {Pattern Recognit.},
volume = {151},
pages = {110385},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2024.110385},
doi = {10.1016/J.PATCOG.2024.110385},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/HanLSZZCSX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HuJWZL24,
author = {Qinghua Hu and
Luona Ji and
Yu Wang and
Shuai Zhao and
Zhibin Lin},
title = {Uncertainty-driven active developmental learning},
journal = {Pattern Recognit.},
volume = {151},
pages = {110384},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2024.110384},
doi = {10.1016/J.PATCOG.2024.110384},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/HuJWZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/JuMQQYXLFZ24,
author = {Wei Ju and
Zhengyang Mao and
Ziyue Qiao and
Yifang Qin and
Siyu Yi and
Zhiping Xiao and
Xiao Luo and
Yanjie Fu and
Ming Zhang},
title = {Focus on informative graphs! Semi-supervised active learning for graph-level
classification},
journal = {Pattern Recognit.},
volume = {153},
pages = {110567},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2024.110567},
doi = {10.1016/J.PATCOG.2024.110567},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/JuMQQYXLFZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiQCJ24,
author = {Weiwei Li and
Wei Qian and
Lei Chen and
Xiuyi Jia},
title = {Sample diversity selection strategy based on label distribution morphology
for active label distribution learning},
journal = {Pattern Recognit.},
volume = {150},
pages = {110322},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2024.110322},
doi = {10.1016/J.PATCOG.2024.110322},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/LiQCJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/PengSLWX24,
author = {Junkun Peng and
Mingjie Sun and
Eng Gee Lim and
Qiufeng Wang and
Jimin Xiao},
title = {Prototype Guided Pseudo Labeling and Perturbation-based Active Learning
for domain adaptive semantic segmentation},
journal = {Pattern Recognit.},
volume = {148},
pages = {110203},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2023.110203},
doi = {10.1016/J.PATCOG.2023.110203},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/PengSLWX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangD24,
author = {Tianxiang Wang and
Qun Dai},
title = {A patch distribution-based active learning method for multiple instance
Alzheimer's disease diagnosis},
journal = {Pattern Recognit.},
volume = {150},
pages = {110341},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2024.110341},
doi = {10.1016/J.PATCOG.2024.110341},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WangD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangWJZ24,
author = {Min Wang and
Ting Wen and
Xiao{-}Yu Jiang and
An{-}An Zhang},
title = {Open set transfer learning through distribution driven active learning},
journal = {Pattern Recognit.},
volume = {146},
pages = {110055},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2023.110055},
doi = {10.1016/J.PATCOG.2023.110055},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WangWJZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/TaeZPRW24,
author = {Ki Hyun Tae and
Hantian Zhang and
Jaeyoung Park and
Kexin Rong and
Steven Euijong Whang},
title = {Falcon: Fair Active Learning using Multi-armed Bandits},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {5},
pages = {952--965},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p952-whang.pdf},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/TaeZPRW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qre/CacciarelliKT24,
author = {Davide Cacciarelli and
Murat Kulahci and
John S{\o}lve Tyssedal},
title = {Robust online active learning},
journal = {Qual. Reliab. Eng. Int.},
volume = {40},
number = {1},
pages = {277--296},
year = {2024},
url = {https://doi.org/10.1002/qre.3392},
doi = {10.1002/QRE.3392},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qre/CacciarelliKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qre/TianZGH24,
author = {Zongrui Tian and
Pengpeng Zhi and
Yi Guan and
Xinghua He},
title = {An active learning Kriging-based multipoint sampling strategy for
structural reliability analysis},
journal = {Qual. Reliab. Eng. Int.},
volume = {40},
number = {1},
pages = {524--549},
year = {2024},
url = {https://doi.org/10.1002/qre.3403},
doi = {10.1002/QRE.3403},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qre/TianZGH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/RuckinMSP24,
author = {Julius R{\"{u}}ckin and
Federico Magistri and
Cyrill Stachniss and
Marija Popovic},
title = {Semi-Supervised Active Learning for Semantic Segmentation in Unknown
Environments Using Informative Path Planning},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {9},
number = {3},
pages = {2662--2669},
year = {2024},
url = {https://doi.org/10.1109/LRA.2024.3359970},
doi = {10.1109/LRA.2024.3359970},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/RuckinMSP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/WibergWFSRWS24,
author = {Viktor Wiberg and
Erik Wallin and
Arvid F{\"{a}}lldin and
Tobias Semberg and
Morgan Rossander and
Eddie Wadbro and
Martin Servin},
title = {Sim-to-real transfer of active suspension control using deep reinforcement
learning},
journal = {Robotics Auton. Syst.},
volume = {179},
pages = {104731},
year = {2024},
url = {https://doi.org/10.1016/j.robot.2024.104731},
doi = {10.1016/J.ROBOT.2024.104731},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ras/WibergWFSRWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rcim/DengLZPHWZ24,
author = {Wupeng Deng and
Quan Liu and
Feifan Zhao and
Duc Truong Pham and
Jiwei Hu and
Yongjing Wang and
Zude Zhou},
title = {Learning by doing: {A} dual-loop implementation architecture of deep
active learning and human-machine collaboration for smart robot vision},
journal = {Robotics Comput. Integr. Manuf.},
volume = {86},
pages = {102673},
year = {2024},
url = {https://doi.org/10.1016/j.rcim.2023.102673},
doi = {10.1016/J.RCIM.2023.102673},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/rcim/DengLZPHWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/GaoSSSS24,
author = {Lingfang Gao and
Yulin Shangguan and
Zhong Sun and
Qiaohui Shen and
Zhou Shi},
title = {Estimation of Non-Optically Active Water Quality Parameters in Zhejiang
Province Based on Machine Learning},
journal = {Remote. Sens.},
volume = {16},
number = {3},
pages = {514},
year = {2024},
url = {https://doi.org/10.3390/rs16030514},
doi = {10.3390/RS16030514},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/GaoSSSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/QiMZ24,
author = {Tianjun Qi and
Xingmin Meng and
Yan Zhao},
title = {Landslide Susceptibility Assessment in Active Tectonic Areas Using
Machine Learning Algorithms},
journal = {Remote. Sens.},
volume = {16},
number = {15},
pages = {2724},
year = {2024},
url = {https://doi.org/10.3390/rs16152724},
doi = {10.3390/RS16152724},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/QiMZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/YangQQLW24,
author = {Jinghui Yang and
Jia Qin and
Jinxi Qian and
Anqi Li and
Liguo Wang},
title = {{AL-MRIS:} An Active Learning-Based Multipath Residual Involution
Siamese Network for Few-Shot Hyperspectral Image Classification},
journal = {Remote. Sens.},
volume = {16},
number = {6},
pages = {990},
year = {2024},
url = {https://doi.org/10.3390/rs16060990},
doi = {10.3390/RS16060990},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/YangQQLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/BaoSGT24,
author = {Yuequan Bao and
Huabin Sun and
Xiaoshu Guan and
Yuxuan Tian},
title = {An active learning method using deep adversarial autoencoder-based
sufficient dimension reduction neural network for high-dimensional
reliability analysis},
journal = {Reliab. Eng. Syst. Saf.},
volume = {247},
pages = {110140},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110140},
doi = {10.1016/J.RESS.2024.110140},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/BaoSGT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/ChauhanOCGTS24,
author = {Mohit Chauhan and
Mariel Ojeda{-}Tuz and
Ryan Catarelli and
Kurtis R. Gurley and
Dimitrios Tsapetis and
Michael D. Shields},
title = {On active learning for Gaussian process-based global sensitivity analysis},
journal = {Reliab. Eng. Syst. Saf.},
volume = {245},
pages = {109945},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.109945},
doi = {10.1016/J.RESS.2024.109945},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/ChauhanOCGTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/DangB24,
author = {Chao Dang and
Michael Beer},
title = {Semi-Bayesian active learning quadrature for estimating extremely
low failure probabilities},
journal = {Reliab. Eng. Syst. Saf.},
volume = {246},
pages = {110052},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110052},
doi = {10.1016/J.RESS.2024.110052},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/DangB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/DangVWSB24,
author = {Chao Dang and
Marcos A. Valdebenito and
Pengfei Wei and
Jingwen Song and
Michael Beer},
title = {Bayesian active learning line sampling with log-normal process for
rare-event probability estimation},
journal = {Reliab. Eng. Syst. Saf.},
volume = {246},
pages = {110053},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110053},
doi = {10.1016/J.RESS.2024.110053},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/DangVWSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/DingWSLBB24,
author = {Chen Ding and
Pengfei Wei and
Yan Shi and
Jinxing Liu and
Matteo Broggi and
Michael Beer},
title = {Sampling and active learning methods for network reliability estimation
using K-terminal spanning tree},
journal = {Reliab. Eng. Syst. Saf.},
volume = {250},
pages = {110309},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110309},
doi = {10.1016/J.RESS.2024.110309},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/DingWSLBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/LiJL24,
author = {Bingyi Li and
Xiang Jia and
Jiahui Long},
title = {{AK-TSAGL:} {A} two-stage hybrid algorithm combining global exploration
and local exploitation based on active learning for structural reliability
analysis},
journal = {Reliab. Eng. Syst. Saf.},
volume = {250},
pages = {110319},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110319},
doi = {10.1016/J.RESS.2024.110319},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/LiJL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/LuLMH24,
author = {Ning Lu and
Yan{-}Feng Li and
Jinhua Mi and
Hong{-}Zhong Huang},
title = {{AMFGP:} An active learning reliability analysis method based on multi-fidelity
Gaussian process surrogate model},
journal = {Reliab. Eng. Syst. Saf.},
volume = {246},
pages = {110020},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110020},
doi = {10.1016/J.RESS.2024.110020},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/LuLMH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/MengZSWW24,
author = {Yuan Meng and
Dequan Zhang and
Baojun Shi and
Dapeng Wang and
Fang Wang},
title = {An active learning Kriging model with approximating parallel strategy
for structural reliability analysis},
journal = {Reliab. Eng. Syst. Saf.},
volume = {247},
pages = {110098},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110098},
doi = {10.1016/J.RESS.2024.110098},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/MengZSWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/MoustaphaPMS24,
author = {Maliki Moustapha and
Pietro Parisi and
Stefano Marelli and
Bruno Sudret},
title = {Reliability analysis of arbitrary systems based on active learning
and global sensitivity analysis},
journal = {Reliab. Eng. Syst. Saf.},
volume = {248},
pages = {110150},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110150},
doi = {10.1016/J.RESS.2024.110150},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/MoustaphaPMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/OuyangCPC24,
author = {Linhan Ouyang and
Yushuai Che and
Chanseok Park and
Yuejian Chen},
title = {A novel active learning Gaussian process modeling-based method for
time-dependent reliability analysis considering mixed variables},
journal = {Reliab. Eng. Syst. Saf.},
volume = {244},
pages = {109916},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2023.109916},
doi = {10.1016/J.RESS.2023.109916},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/OuyangCPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/ShangWFLZ24,
author = {Xiaobing Shang and
Lipeng Wang and
Hai Fang and
Lingyun Lu and
Zhi Zhang},
title = {Active Learning of Ensemble Polynomial Chaos Expansion Method for
Global Sensitivity Analysis},
journal = {Reliab. Eng. Syst. Saf.},
volume = {249},
pages = {110226},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110226},
doi = {10.1016/J.RESS.2024.110226},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/ShangWFLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/ShiLMS24,
author = {Yuwei Shi and
Chenglong Lin and
Yizhong Ma and
Jingyuan Shen},
title = {Active learning Kriging-based multi-objective modeling and optimization
for system reliability-based robust design},
journal = {Reliab. Eng. Syst. Saf.},
volume = {245},
pages = {110007},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110007},
doi = {10.1016/J.RESS.2024.110007},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/ShiLMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/SongSXS24,
author = {Chaolin Song and
Abdollah Shafieezadeh and
Ru{-}cheng Xiao and
Bin Sun},
title = {Analytical robust design optimization for hybrid design variables:
An active-learning methodology based on polynomial chaos Kriging},
journal = {Reliab. Eng. Syst. Saf.},
volume = {250},
pages = {110286},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.110286},
doi = {10.1016/J.RESS.2024.110286},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/SongSXS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/WangXYLK24,
author = {Jinsheng Wang and
Guoji Xu and
Peng Yuan and
Yongle Li and
Ahsan Kareem},
title = {An efficient and versatile Kriging-based active learning method for
structural reliability analysis},
journal = {Reliab. Eng. Syst. Saf.},
volume = {241},
pages = {109670},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2023.109670},
doi = {10.1016/J.RESS.2023.109670},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/WangXYLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/WangZYLS24,
author = {Jiaqi Wang and
Limao Zhang and
Hui Yang and
Huabei Liu and
Miroslaw J. Skibniewski},
title = {Dynamic reliability analysis of Aerial Building Machine under extreme
wind loads using improved QBDC-based active learning},
journal = {Reliab. Eng. Syst. Saf.},
volume = {244},
pages = {109927},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2024.109927},
doi = {10.1016/J.RESS.2024.109927},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/WangZYLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/ZhouGDYF24,
author = {Tong Zhou and
Tong Guo and
You Dong and
Fan Yang and
Dan M. Frangopol},
title = {Look-ahead active learning reliability analysis based on stepwise
margin reduction},
journal = {Reliab. Eng. Syst. Saf.},
volume = {243},
pages = {109830},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2023.109830},
doi = {10.1016/J.RESS.2023.109830},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/ZhouGDYF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/QuinlanMP24,
author = {Kevin R. Quinlan and
Jagadeesh Movva and
Brad Perfect},
title = {Non-uniform active learning for Gaussian process models with applications
to trajectory informed aerodynamic databases},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11675},
doi = {10.1002/SAM.11675},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/QuinlanMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/saem/BediSB24,
author = {Punam Bedi and
Anuradha Singhal and
Veenu Bhasin},
title = {Deep learning based active image steganalysis: a review},
journal = {Int. J. Syst. Assur. Eng. Manag.},
volume = {15},
number = {3},
pages = {786--799},
year = {2024},
url = {https://doi.org/10.1007/s13198-023-02203-9},
doi = {10.1007/S13198-023-02203-9},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/saem/BediSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/HanHMZWZ24,
author = {Yanling Han and
Junjie Huang and
Zhenling Ma and
Bowen Zheng and
Jing Wang and
Yun Zhang},
title = {{GBDT} Method Integrating Feature-Enhancement and Active-Learning
Strategies - Sea Ice Thickness Inversion in Beaufort Sea},
journal = {Sensors},
volume = {24},
number = {9},
pages = {2836},
year = {2024},
url = {https://doi.org/10.3390/s24092836},
doi = {10.3390/S24092836},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/HanHMZWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/KaijageBB24,
author = {Beatrice Kaijage and
Mariana Belgiu and
Wietske Bijker},
title = {Spatially Explicit Active Learning for Crop-Type Mapping from Satellite
Image Time Series},
journal = {Sensors},
volume = {24},
number = {7},
pages = {2108},
year = {2024},
url = {https://doi.org/10.3390/s24072108},
doi = {10.3390/S24072108},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/KaijageBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/WangZBCCZT24,
author = {Zhibao Wang and
Jie Zhang and
Lu Bai and
Huan Chang and
Yuanlin Chen and
Ying Zhang and
Jinhua Tao},
title = {A Deep Learning Based Platform for Remote Sensing Images Change Detection
Integrating Crowdsourcing and Active Learning},
journal = {Sensors},
volume = {24},
number = {5},
pages = {1509},
year = {2024},
url = {https://doi.org/10.3390/s24051509},
doi = {10.3390/S24051509},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/WangZBCCZT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ZhaoHWYZ24,
author = {Jinman Zhao and
Xiaoqing Han and
Chengmin Wang and
Jing Yang and
Gengwu Zhang},
title = {Contrastive-Active Transfer Learning-Based Real-Time Adaptive Assessment
Method for Power System Transient Stability},
journal = {Sensors},
volume = {24},
number = {15},
pages = {5052},
year = {2024},
url = {https://doi.org/10.3390/s24155052},
doi = {10.3390/S24155052},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ZhaoHWYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sivp/Manivannan24,
author = {Siyamalan Manivannan},
title = {Pseudo-labeling and clustering-based active learning for imbalanced
classification of wafer bin map defects},
journal = {Signal Image Video Process.},
volume = {18},
number = {3},
pages = {2391--2401},
year = {2024},
url = {https://doi.org/10.1007/s11760-023-02915-2},
doi = {10.1007/S11760-023-02915-2},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sivp/Manivannan24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sle/Tsai24,
author = {Yun{-}Cheng Tsai},
title = {Empowering students through active learning in educational big data
analytics},
journal = {Smart Learn. Environ.},
volume = {11},
number = {1},
pages = {14},
year = {2024},
url = {https://doi.org/10.1186/s40561-024-00300-1},
doi = {10.1186/S40561-024-00300-1},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sle/Tsai24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/smr/MeiLLYLZ24,
author = {Yuanqing Mei and
Xutong Liu and
Zeyu Lu and
Yibiao Yang and
Huihui Liu and
Yuming Zhou},
title = {Cross-version defect prediction using threshold-based active learning},
journal = {J. Softw. Evol. Process.},
volume = {36},
number = {4},
year = {2024},
url = {https://doi.org/10.1002/smr.2563},
doi = {10.1002/SMR.2563},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/smr/MeiLLYLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/FolinoFGPZ24,
author = {Francesco Folino and
Gianluigi Folino and
Massimo Guarascio and
Luigi Pontieri and
Paolo Zicari},
title = {Towards Data- and Compute-Efficient Fake-News Detection: An Approach
Combining Active Learning and Pre-Trained Language Models},
journal = {{SN} Comput. Sci.},
volume = {5},
number = {5},
pages = {470},
year = {2024},
url = {https://doi.org/10.1007/s42979-024-02809-1},
doi = {10.1007/S42979-024-02809-1},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/FolinoFGPZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sosym/MuskardinTAP24,
author = {Edi Muskardin and
Martin Tappler and
Bernhard K. Aichernig and
Ingo Pill},
title = {Active model learning of stochastic reactive systems (extended version)},
journal = {Softw. Syst. Model.},
volume = {23},
number = {2},
pages = {503--524},
year = {2024},
url = {https://doi.org/10.1007/s10270-024-01158-0},
doi = {10.1007/S10270-024-01158-0},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sosym/MuskardinTAP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/LeeK24a,
author = {Jiho Lee and
Eunwoo Kim},
title = {Active Learning With Long-Range Observation},
journal = {{IEEE} Signal Process. Lett.},
volume = {31},
pages = {1990--1994},
year = {2024},
url = {https://doi.org/10.1109/LSP.2024.3435417},
doi = {10.1109/LSP.2024.3435417},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/LeeK24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/AmitranoCCMT24,
author = {Donato Amitrano and
Gabriele Candiani and
Luca Cicala and
Marco De Mizio and
Francesco Tufano},
title = {Vegetation Biomass and Nitrogen Content Estimation Using Ensembles:
Regression and Active Learning Strategies for Field Sampling Reduction},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {13473--13482},
year = {2024},
url = {https://doi.org/10.1109/JSTARS.2024.3375624},
doi = {10.1109/JSTARS.2024.3375624},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/AmitranoCCMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ChenXXDY24,
author = {Desheng Chen and
Shuai Xiao and
Meng Xi and
Ling Dai and
Jiachen Yang},
title = {Efficient Remote Sensing in Agriculture via Active Learning and Opt-HRDNet},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {5876--5883},
year = {2024},
url = {https://doi.org/10.1109/JSTARS.2024.3369189},
doi = {10.1109/JSTARS.2024.3369189},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/ChenXXDY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/FusiokaPNM24,
author = {Andr{\'{e}} Minoro Fusioka and
Gabriel Henrique de Almeida Pereira and
Bogdan Tomoyuki Nassu and
Rodrigo Minetto},
title = {Active Fire Segmentation: {A} Transfer Learning Study From Landsat-8
to Sentinel-2},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {14093--14108},
year = {2024},
url = {https://doi.org/10.1109/JSTARS.2024.3436811},
doi = {10.1109/JSTARS.2024.3436811},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/FusiokaPNM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/JiangLLZLL24,
author = {Xinhua Jiang and
Tianpeng Liu and
Yongxiang Liu and
Shuanghui Zhang and
Huangxing Lin and
Li Liu},
title = {An Azimuth Aware Deep Reinforcement Learning Framework for Active
{SAR} Target Recognition},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {4936--4951},
year = {2024},
url = {https://doi.org/10.1109/JSTARS.2024.3363915},
doi = {10.1109/JSTARS.2024.3363915},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/JiangLLZLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/TongZ24,
author = {Fei Tong and
Yun Zhang},
title = {Active Learning-Based Spectral-Spatial Classification for Discriminating
Tree Species in Hyperspectral Images},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {9403--9414},
year = {2024},
url = {https://doi.org/10.1109/JSTARS.2024.3394771},
doi = {10.1109/JSTARS.2024.3394771},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/TongZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/YangMLR24,
author = {Hsiuhan Lexie Yang and
Nikhil Makkar and
Melanie Laverdiere and
Amy N. Rose},
title = {Boundary-Aware Adversarial Learning Domain Adaption and Active Learning
for Cross-Sensor Building Extraction},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {9122--9138},
year = {2024},
url = {https://doi.org/10.1109/JSTARS.2024.3385380},
doi = {10.1109/JSTARS.2024.3385380},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/YangMLR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/YangWCXA24,
author = {Jiachen Yang and
Zechen Wang and
Desheng Chen and
Shuai Xiao and
Ahmad Taher Azar},
title = {A Joint Network of Super-Resolution and Active Learning for Agricultural
Land Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {13669--13677},
year = {2024},
url = {https://doi.org/10.1109/JSTARS.2024.3432976},
doi = {10.1109/JSTARS.2024.3432976},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/YangWCXA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/RickenbachKSZC24,
author = {Rahel Rickenbach and
Johannes K{\"{o}}hler and
Anna Scampicchio and
Melanie N. Zeilinger and
Andrea Carron},
title = {Active Learning-Based Model Predictive Coverage Control},
journal = {{IEEE} Trans. Autom. Control.},
volume = {69},
number = {9},
pages = {5931--5946},
year = {2024},
url = {https://doi.org/10.1109/TAC.2024.3365569},
doi = {10.1109/TAC.2024.3365569},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/RickenbachKSZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/ZhaoLDC24,
author = {Jiaxin Zhao and
Pingli Lu and
Changkun Du and
Fangfei Cao},
title = {Active Fault-Tolerant Strategy for Flight Vehicles: Transfer Learning-Based
Fault Diagnosis and Fixed-Time Fault-Tolerant Control},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {60},
number = {1},
pages = {1047--1059},
year = {2024},
url = {https://doi.org/10.1109/TAES.2023.3333763},
doi = {10.1109/TAES.2023.3333763},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taes/ZhaoLDC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/BenkertPAPC24,
author = {Ryan Benkert and
Mohit Prabhushankar and
Ghassan AlRegib and
Armin Pacharmi and
Enrique Corona},
title = {Gaussian Switch Sampling: {A} Second-Order Approach to Active Learning},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {5},
number = {1},
pages = {38--50},
year = {2024},
url = {https://doi.org/10.1109/TAI.2023.3246959},
doi = {10.1109/TAI.2023.3246959},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tai/BenkertPAPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/FarooquiCF24,
author = {Ashfaq Farooqui and
Ramon Tijsse Claase and
Martin Fabian},
title = {On Active Learning for Supervisor Synthesis},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {21},
number = {1},
pages = {78--90},
year = {2024},
url = {https://doi.org/10.1109/TASE.2022.3216759},
doi = {10.1109/TASE.2022.3216759},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tase/FarooquiCF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/LiZC24,
author = {Jiawen Li and
Tao Zhou and
Haoyang Cui},
title = {Brain-Inspired Deep Meta-Reinforcement Learning for Active Coordinated
Fault-Tolerant Load Frequency Control of Multi-Area Grids},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {21},
number = {3},
pages = {2518--2530},
year = {2024},
url = {https://doi.org/10.1109/TASE.2023.3263005},
doi = {10.1109/TASE.2023.3263005},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tase/LiZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/QiaoSM24a,
author = {Junfei Qiao and
Zijian Sun and
Xi Meng},
title = {Interval Type-2 Fuzzy Neural Network Based on Active Semi-Supervised
Learning for Non-Stationary Industrial Processes},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {21},
number = {2},
pages = {1151--1162},
year = {2024},
url = {https://doi.org/10.1109/TASE.2023.3237840},
doi = {10.1109/TASE.2023.3237840},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tase/QiaoSM24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/LuoSGH24,
author = {Zhengding Luo and
Dongyuan Shi and
Woon{-}Seng Gan and
Qirui Huang},
title = {Delayless Generative Fixed-Filter Active Noise Control Based on Deep
Learning and Bayesian Filter},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {32},
pages = {1048--1060},
year = {2024},
url = {https://doi.org/10.1109/TASLP.2023.3337632},
doi = {10.1109/TASLP.2023.3337632},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/LuoSGH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/MohaimenuzzamanBM24,
author = {Md Mohaimenuzzaman and
Christoph Bergmeir and
Bernd Meyer},
title = {Deep Active Audio Feature Learning in Resource-Constrained Environments},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {32},
pages = {3224--3237},
year = {2024},
url = {https://doi.org/10.1109/TASLP.2024.3416697},
doi = {10.1109/TASLP.2024.3416697},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/MohaimenuzzamanBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/GhaffariAS24,
author = {Alireza Ghaffari and
Masoud Asgharian and
Yvon Savaria},
title = {Statistical Hardware Design With Multimodel Active Learning},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {43},
number = {2},
pages = {562--572},
year = {2024},
url = {https://doi.org/10.1109/TCAD.2023.3320984},
doi = {10.1109/TCAD.2023.3320984},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcad/GhaffariAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasI/ChenLWK24,
author = {Pengcheng Chen and
Shichao Liu and
Xiaozhe Wang and
Innocent Kamwa},
title = {Physics-Guided Multi-Agent Deep Reinforcement Learning for Robust
Active Voltage Control in Electrical Distribution Systems},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {71},
number = {2},
pages = {922--933},
year = {2024},
url = {https://doi.org/10.1109/TCSI.2023.3340691},
doi = {10.1109/TCSI.2023.3340691},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcasI/ChenLWK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasI/PandaramGA24,
author = {Karthik Pandaram and
Paul R. Genssler and
Hussam Amrouch},
title = {WaSSaBi: Wafer Selection With Self-Supervised Representations and
Brain-Inspired Active Learning},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {71},
number = {4},
pages = {1808--1818},
year = {2024},
url = {https://doi.org/10.1109/TCSI.2024.3357975},
doi = {10.1109/TCSI.2024.3357975},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcasI/PandaramGA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tce/AbbasBDSAA24,
author = {Sidra Abbas and
Wadii Boulila and
Maha Driss and
Gabriel Avelino R. Sampedro and
Mideth B. Abisado and
Ahmad S. Almadhor},
title = {Active Learning Empowered Sentiment Analysis: An Approach for Optimizing
Smartphone Customer's Review Sentiment Classification},
journal = {{IEEE} Trans. Consumer Electron.},
volume = {70},
number = {1},
pages = {4470--4477},
year = {2024},
url = {https://doi.org/10.1109/TCE.2023.3328878},
doi = {10.1109/TCE.2023.3328878},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tce/AbbasBDSAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/AhmedL24,
author = {Usman Ahmed and
Jerry Chun{-}Wei Lin},
title = {Deep Explainable Hate Speech Active Learning on Social-Media Data},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {11},
number = {4},
pages = {4625--4635},
year = {2024},
url = {https://doi.org/10.1109/TCSS.2022.3165136},
doi = {10.1109/TCSS.2022.3165136},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/AhmedL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/SunXLLSL24,
author = {Shuzhou Sun and
Huali Xu and
Yan Li and
Ping Li and
Bin Sheng and
Xiao Lin},
title = {FastAL: Fast Evaluation Module for Efficient Dynamic Deep Active Learning
Using Broad Learning System},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {34},
number = {2},
pages = {815--827},
year = {2024},
url = {https://doi.org/10.1109/TCSVT.2023.3288134},
doi = {10.1109/TCSVT.2023.3288134},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcsv/SunXLLSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ChengLGLX24,
author = {Ming Cheng and
Hao Liu and
Qing Gao and
Jinhu Lu and
Xiaohua Xia},
title = {Optimal Containment Control of a Quadrotor Team With Active Leaders
via Reinforcement Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {54},
number = {8},
pages = {4502--4512},
year = {2024},
url = {https://doi.org/10.1109/TCYB.2023.3284648},
doi = {10.1109/TCYB.2023.3284648},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/ChengLGLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/HeL24,
author = {Xiao He and
Zeyi Liu},
title = {Dynamic Model Interpretation-Guided Online Active Learning Scheme
for Real-Time Safety Assessment},
journal = {{IEEE} Trans. Cybern.},
volume = {54},
number = {5},
pages = {2734--2745},
year = {2024},
url = {https://doi.org/10.1109/TCYB.2023.3339242},
doi = {10.1109/TCYB.2023.3339242},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/HeL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangLHWL24,
author = {Hui Wang and
Zhigang Liu and
Zhiwei Han and
Yanbo Wu and
Derong Liu},
title = {Rapid Adaptation for Active Pantograph Control in High-Speed Railway
via Deep Meta Reinforcement Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {54},
number = {5},
pages = {2811--2823},
year = {2024},
url = {https://doi.org/10.1109/TCYB.2023.3271900},
doi = {10.1109/TCYB.2023.3271900},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/WangLHWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/FangTHWSC24,
author = {Haiyang Fang and
Yidong Tu and
Shuping He and
Hai Wang and
Changyin Sun and
Shing Shin Cheng},
title = {Self-Learning Takagi-Sugeno Fuzzy Control With Application to Semicar
Active Suspension Model},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {32},
number = {1},
pages = {64--74},
year = {2024},
url = {https://doi.org/10.1109/TFUZZ.2023.3290041},
doi = {10.1109/TFUZZ.2023.3290041},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/FangTHWSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DingZZXZWZ24,
author = {Chen Ding and
Mengmeng Zheng and
Sirui Zheng and
Yaoyang Xu and
Lei Zhang and
Wei Wei and
Yanning Zhang},
title = {Integrating Prototype Learning With Graph Convolution Network for
Effective Active Hyperspectral Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--16},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2024.3352112},
doi = {10.1109/TGRS.2024.3352112},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/DingZZXZWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HoxhaSHMD24,
author = {Genc Hoxha and
Gencer Sumbul and
Julia Henkel and
Lars M{\"{o}}llenbrok and
Beg{\"{u}}m Demir},
title = {Annotation Cost-Efficient Active Learning for Deep Metric Learning-Driven
Remote Sensing Image Retrieval},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--11},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2024.3438430},
doi = {10.1109/TGRS.2024.3438430},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/HoxhaSHMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/PengCFZW24,
author = {Junhui Peng and
Hailin Cao and
Jin Fan and
Zhengjie Zhang and
Decheng Wu},
title = {Active Reconfigurable Intelligent Surface-Assisted Mainlobe Wideband
{RFI} Mitigation With Deep Reinforcement Learning for a Large Reflector
Antenna},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--15},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2024.3373020},
doi = {10.1109/TGRS.2024.3373020},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/PengCFZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/WanQCYM24,
author = {Jiaxin Wan and
Zhiliang Qin and
Xiaodong Cui and
Fanlin Yang and
Benjun Ma},
title = {Application of Sample Enhancement Method Combining Superpixel Segmentation
and Active Learning in {MBES} Seafloor Sediment Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--11},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2024.3391251},
doi = {10.1109/TGRS.2024.3391251},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/WanQCYM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/YangCYL24,
author = {Liangzhe Yang and
Hao Chen and
Anran Yang and
Jun Li},
title = {EasySeg: An Error-Aware Domain Adaptation Framework for Remote Sensing
Imagery Semantic Segmentation via Interactive Learning and Active
Learning},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--18},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2024.3399260},
doi = {10.1109/TGRS.2024.3399260},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/YangCYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/thri/BiyikAS24,
author = {Erdem Biyik and
Nima Anari and
Dorsa Sadigh},
title = {Batch Active Learning of Reward Functions from Human Preferences},
journal = {{ACM} Trans. Hum. Robot Interact.},
volume = {13},
number = {2},
pages = {24:1--24:27},
year = {2024},
url = {https://doi.org/10.1145/3649885},
doi = {10.1145/3649885},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/thri/BiyikAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/NingLZL24,
author = {Guochen Ning and
Hanying Liang and
Xinran Zhang and
Hongen Liao},
title = {Inverse-Reinforcement-Learning-Based Robotic Ultrasound Active Compliance
Control in Uncertain Environments},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {71},
number = {2},
pages = {1686--1696},
year = {2024},
url = {https://doi.org/10.1109/TIE.2023.3250767},
doi = {10.1109/TIE.2023.3250767},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/NingLZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/GaoLLW24,
author = {Lijun Gao and
Wenjun Liu and
Kai Liu and
Jiehong Wu},
title = {AugSteal: Advancing Model Steal With Data Augmentation in Active Learning
Frameworks},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {19},
pages = {4728--4740},
year = {2024},
url = {https://doi.org/10.1109/TIFS.2024.3384841},
doi = {10.1109/TIFS.2024.3384841},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/GaoLLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/ShuYLCW24,
author = {Xiu Shu and
Yunyun Yang and
Jun Liu and
Xiaojun Chang and
Boying Wu},
title = {{BDAL:} Balanced Distribution Active Learning for {MRI} Cardiac Multistructures
Segmentation},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {20},
number = {4},
pages = {6099--6108},
year = {2024},
url = {https://doi.org/10.1109/TII.2023.3342442},
doi = {10.1109/TII.2023.3342442},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/ShuYLCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/WangLHWH24,
author = {Hui Wang and
Zhigang Liu and
Guiyang Hu and
Xufan Wang and
Zhiwei Han},
title = {Offline Meta-Reinforcement Learning for Active Pantograph Control
in High-Speed Railways},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {20},
number = {8},
pages = {10669--10679},
year = {2024},
url = {https://doi.org/10.1109/TII.2024.3394554},
doi = {10.1109/TII.2024.3394554},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/WangLHWH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/WangWJWJ24,
author = {Lening Wang and
Xi Vincent Wang and
Qinglei Ji and
Lihui Wang and
Ran Jin},
title = {Mutual Active Learning for Engineering Regulated Statistical Digital
Twin Models},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {20},
number = {4},
pages = {6167--6176},
year = {2024},
url = {https://doi.org/10.1109/TII.2023.3344134},
doi = {10.1109/TII.2023.3344134},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/WangWJWJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/XieZZZXRW24,
author = {Liang Xie and
Haodong Zhang and
Yinghao Zhao and
Yu Zhang and
Rong Xiong and
Yi Ren and
Yue Wang},
title = {Learning Active Force-Torque Based Policy for Sub-mm Localization
of Unseen Holes},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {20},
number = {4},
pages = {6726--6738},
year = {2024},
url = {https://doi.org/10.1109/TII.2024.3353797},
doi = {10.1109/TII.2024.3353797},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/XieZZZXRW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/ZhuWLZZS24,
author = {Lipeng Zhu and
Weijia Wen and
Jiayong Li and
Cong Zhang and
Bin Zhou and
Zhikang Shuai},
title = {Deep Active Learning-Enabled Cost-Effective Electricity Theft Detection
in Smart Grids},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {20},
number = {1},
pages = {256--268},
year = {2024},
url = {https://doi.org/10.1109/TII.2023.3249212},
doi = {10.1109/TII.2023.3249212},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tii/ZhuWLZZS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/DengZYLYD24,
author = {Linan Deng and
Jinghao Zhang and
Zuogong Yue and
Zhi Li and
Ye Yuan and
Han Ding},
title = {Active Learning-Aided Design of a Flexible Tactile Sensor Array for
Recognizing Properties of Deformable Objects},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {73},
pages = {1--11},
year = {2024},
url = {https://doi.org/10.1109/TIM.2024.3449931},
doi = {10.1109/TIM.2024.3449931},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/DengZYLYD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/LiuJYLLWC24,
author = {Yizhe Liu and
Tong Jia and
Xiao Yang and
Xiaofang Li and
Wenhao Li and
Hao Wang and
Dongyue Chen},
title = {JOAStereo: Joint Learning Structured Light and Reconstruction for
Generalizable Active Stereo},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {73},
pages = {1--12},
year = {2024},
url = {https://doi.org/10.1109/TIM.2023.3334371},
doi = {10.1109/TIM.2023.3334371},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tim/LiuJYLLWC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/QinSZDXSLZW24,
author = {Hai Qin and
Liye Shu and
Li Zhou and
Songyun Deng and
Haihua Xiao and
Wei Sun and
Qiaokang Liang and
Dan Zhang and
Yaonan Wang},
title = {Active Learning-DETR: Cost-Effective Object Detection for Kitchen
Waste},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {73},
pages = {1--15},
year = {2024},
url = {https://doi.org/10.1109/TIM.2024.3368494},
doi = {10.1109/TIM.2024.3368494},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tim/QinSZDXSLZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/ZhangXFMGLLL24,
author = {Ling Zhang and
Yuting Xie and
Yu{-}Ru Feng and
Hanzhi Ma and
Jinghai Guo and
Yan Li and
Da Li and
Er{-}Ping Li},
title = {Active-Learning-Based Sparse Near-Field Scanning With Time-Domain
Current Measurement for Conductive Coupling Path Visualization},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {73},
pages = {1--8},
year = {2024},
url = {https://doi.org/10.1109/TIM.2024.3363792},
doi = {10.1109/TIM.2024.3363792},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/ZhangXFMGLLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tinstmc/ElMahdyAM24,
author = {Mostafa H. El{-}Mahdy and
Mohammed I. Awad and
Shady A. Maged},
title = {Deep-learning-based design of active fault-tolerant control for automated
manufacturing systems subjected to faulty sensors},
journal = {Trans. Inst. Meas. Control},
volume = {46},
number = {12},
pages = {2289--2299},
year = {2024},
url = {https://doi.org/10.1177/01423312241229493},
doi = {10.1177/01423312241229493},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tinstmc/ElMahdyAM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ZengCJ24,
author = {Yingyan Zeng and
Xiaoyu Chen and
Ran Jin},
title = {Ensemble Active Learning by Contextual Bandits for {AI} Incubation
in Manufacturing},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {15},
number = {1},
pages = {7:1--7:26},
year = {2024},
url = {https://doi.org/10.1145/3627821},
doi = {10.1145/3627821},
timestamp = {Sat, 03 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/ZengCJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ShayovitzF24,
author = {Shachar Shayovitz and
Meir Feder},
title = {Active Learning via Predictive Normalized Maximum Likelihood Minimization},
journal = {{IEEE} Trans. Inf. Theory},
volume = {70},
number = {8},
pages = {5799--5810},
year = {2024},
url = {https://doi.org/10.1109/TIT.2024.3406926},
doi = {10.1109/TIT.2024.3406926},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/ShayovitzF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/ChuangH24,
author = {Po{-}Jen Chuang and
Pang{-}Yu Huang},
title = {Enhancing network intrusion detection by lifelong active online learning},
journal = {J. Supercomput.},
volume = {80},
number = {11},
pages = {16428--16451},
year = {2024},
url = {https://doi.org/10.1007/s11227-024-06070-4},
doi = {10.1007/S11227-024-06070-4},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/ChuangH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/OjaghiDA24,
author = {Behnam Ojaghi and
Mohammad Mahdi Dehshibi and
Angelos Antonopoulos},
title = {A supervised active learning method for identifying critical nodes
in IoT networks},
journal = {J. Supercomput.},
volume = {80},
number = {12},
pages = {16775--16794},
year = {2024},
url = {https://doi.org/10.1007/s11227-024-06103-y},
doi = {10.1007/S11227-024-06103-Y},
timestamp = {Mon, 15 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/OjaghiDA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/PatelP24,
author = {Usha Patel and
Vibha Patel},
title = {Active learning-based hyperspectral image classification: a reinforcement
learning approach},
journal = {J. Supercomput.},
volume = {80},
number = {2},
pages = {2461--2486},
year = {2024},
url = {https://doi.org/10.1007/s11227-023-05568-7},
doi = {10.1007/S11227-023-05568-7},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tjs/PatelP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuXOWWZ24,
author = {Hui Xu and
Liyao Xiang and
Junjie Ou and
Yuting Weng and
Xinbing Wang and
Chenghu Zhou},
title = {Open-World Graph Active Learning for Node Classification},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {2},
pages = {43:1--43:20},
year = {2024},
url = {https://doi.org/10.1145/3607144},
doi = {10.1145/3607144},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/XuXOWWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkl/Zappatore24,
author = {Marco Zappatore},
title = {Incorporating Collaborative and Active Learning Strategies in the
Design and Deployment of a Master Course on Computer-Assisted Scientific
Translation},
journal = {Technol. Knowl. Learn.},
volume = {29},
number = {1},
pages = {253--308},
year = {2024},
url = {https://doi.org/10.1007/s10758-023-09679-1},
doi = {10.1007/S10758-023-09679-1},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkl/Zappatore24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/KongZQYS24,
author = {Xiangjie Kong and
Wenyi Zhang and
Youyang Qu and
Xin{-}Wei Yao and
Guojiang Shen},
title = {FedAWR: An Interactive Federated Active Learning Framework for Air
Writing Recognition},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {23},
number = {5},
pages = {6423--6436},
year = {2024},
url = {https://doi.org/10.1109/TMC.2023.3320147},
doi = {10.1109/TMC.2023.3320147},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/KongZQYS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/HuCHYZPZC24,
author = {Wentao Hu and
Lianglun Cheng and
Guoheng Huang and
Xiaochen Yuan and
Guo Zhong and
Chi{-}Man Pun and
Jian Zhou and
Muyan Cai},
title = {Learning From Incorrectness: Active Learning With Negative Pre-Training
and Curriculum Querying for Histological Tissue Classification},
journal = {{IEEE} Trans. Medical Imaging},
volume = {43},
number = {2},
pages = {625--637},
year = {2024},
url = {https://doi.org/10.1109/TMI.2023.3313509},
doi = {10.1109/TMI.2023.3313509},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/HuCHYZPZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0001YEAJP24,
author = {Jiefeng Chen and
Jinsung Yoon and
Sayna Ebrahimi and
Sercan {\"{O}}. Arik and
Somesh Jha and
Tomas Pfister},
title = {{ASPEST:} Bridging the Gap Between Active Learning and Selective Prediction},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=3nprbNR3HB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0001YEAJP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AronssonC24,
author = {Linus Aronsson and
Morteza Haghir Chehreghani},
title = {Correlation Clustering with Active Learning of Pairwise Similarities},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Ryf1TVCjBz},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AronssonC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FilstroffSMTKK24,
author = {Louis Filstroff and
Iiris Sundin and
Petrus Mikkola and
Aleksei Tiulpin and
Juuso Kylm{\"{a}}oja and
Samuel Kaski},
title = {Targeted Active Learning for Bayesian Decision-Making},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KxPjuiMgmm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FilstroffSMTKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GupteANY24,
author = {Sanket Rajan Gupte and
Josiah Aklilu and
Jeffrey J. Nirschl and
Serena Yeung{-}Levy},
title = {Revisiting Active Learning in the Era of Vision Foundation Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=u8K83M9mbG},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GupteANY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HeCLF24,
author = {Yinan He and
Lile Cai and
Jingyi Liao and
Chuan{-}Sheng Foo},
title = {Hybrid Active Learning with Uncertainty-Weighted Embeddings},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=jD761b5OaE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HeCLF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Hernandez-Garcia24,
author = {Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and
Nikita Saxena and
Moksh Jain and
Cheng{-}Hao Liu and
Yoshua Bengio},
title = {Multi-Fidelity Active Learning with GFlowNets},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=dLaazW9zuF},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Hernandez-Garcia24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HuseljicHNRSS24,
author = {Denis Huseljic and
Marek Herde and
Yannick Nagel and
Lukas Rauch and
Paulius Strimaitis and
Bernhard Sick},
title = {The Interplay of Uncertainty Modeling and Deep Active Learning: An
Empirical Analysis in Image Classification},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KLBD13bsVl},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HuseljicHNRSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KhosravaniZ24,
author = {Mohamadsadegh Khosravani and
Sandra Zilles},
title = {Using Sum-Product Networks to Assess Uncertainty in Deep Active Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Ai9XpjGxjl},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KhosravaniZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/YangMZLXWLG24,
author = {Jiachen Yang and
Shukun Ma and
Zhuo Zhang and
Yang Li and
Shuai Xiao and
Jiabao Wen and
Wen Lu and
Xinbo Gao},
title = {Say No to Redundant Information: Unsupervised Redundant Feature Elimination
for Active Learning},
journal = {{IEEE} Trans. Multim.},
volume = {26},
pages = {7721--7733},
year = {2024},
url = {https://doi.org/10.1109/TMM.2024.3371192},
doi = {10.1109/TMM.2024.3371192},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/YangMZLXWLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenZFZL24,
author = {Li Chen and
Yulong Zhang and
Yanghe Feng and
Longfei Zhang and
Zhong Liu},
title = {A Human-Machine Agent Based on Active Reinforcement Learning for Target
Classification in Wargame},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {7},
pages = {9858--9870},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3236944},
doi = {10.1109/TNNLS.2023.3236944},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChenZFZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HuangSLLZWCS24,
author = {Wei Huang and
Shuzhou Sun and
Xiao Lin and
Ping Li and
Lei Zhu and
Jihong Wang and
C. L. Philip Chen and
Bin Sheng},
title = {Unsupervised Fusion Feature Matching for Data Bias in Uncertainty
Active Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {4},
pages = {5749--5763},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3209085},
doi = {10.1109/TNNLS.2022.3209085},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HuangSLLZWCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HuangWXWHD24,
author = {Siyu Huang and
Tianyang Wang and
Haoyi Xiong and
Bihan Wen and
Jun Huan and
Dejing Dou},
title = {Temporal Output Discrepancy for Loss Estimation-Based Active Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {2},
pages = {2109--2123},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3186855},
doi = {10.1109/TNNLS.2022.3186855},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HuangWXWHD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MaLSYW24,
author = {Handong Ma and
Changsheng Li and
Xinchu Shi and
Ye Yuan and
Guoren Wang},
title = {Deep Unsupervised Active Learning on Learnable Graphs},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {2},
pages = {2894--2900},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3190420},
doi = {10.1109/TNNLS.2022.3190420},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/MaLSYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ShiYTAWC24,
author = {Zhongtuo Shi and
Wei Yao and
Yong Tang and
Xiaomeng Ai and
Jinyu Wen and
Shijie Cheng},
title = {Intelligent Power System Stability Assessment and Dominant Instability
Mode Identification Using Integrated Active Deep Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {7},
pages = {9970--9984},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3238168},
doi = {10.1109/TNNLS.2023.3238168},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ShiYTAWC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XieYLZT24,
author = {Xiurui Xie and
Bei Yu and
Guisong Liu and
Qiugang Zhan and
Huajin Tang},
title = {Effective Active Learning Method for Spiking Neural Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {9},
pages = {12373--12382},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3257333},
doi = {10.1109/TNNLS.2023.3257333},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/XieYLZT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZengZTF24,
author = {Weixin Zeng and
Xiang Zhao and
Jiuyang Tang and
Changjun Fan},
title = {Knowledge Graph Alignment Under Scarce Supervision: {A} General Framework
With Active Cross-View Contrastive Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {9},
pages = {11692--11705},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3321900},
doi = {10.1109/TNNLS.2023.3321900},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZengZTF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhouSLDL24,
author = {Peng Zhou and
Bicheng Sun and
Xinwang Liu and
Liang Du and
Xuejun Li},
title = {Active Clustering Ensemble With Self-Paced Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {9},
pages = {12186--12200},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3252586},
doi = {10.1109/TNNLS.2023.3252586},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhouSLDL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/BagoraEWG24,
author = {Prateek Bagora and
Amin Ebrahimzadeh and
Fetahi Wuhib and
Roch H. Glitho},
title = {Labeling Cloud Metrics Data for Fault Detection in Cloud Using Active
Learning With Test Suite},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {21},
number = {3},
pages = {2837--2853},
year = {2024},
url = {https://doi.org/10.1109/TNSM.2024.3355310},
doi = {10.1109/TNSM.2024.3355310},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/BagoraEWG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/KhaleelITPOG24,
author = {Mohammed Khaleel and
Azeez Idris and
Wallapak Tavanapong and
Jacob Pratt and
Jung{-}Hwan Oh and
Piet C. de Groen},
title = {VisActive: Visual-concept-based Active Learning for Image Classification
under Class Imbalance},
journal = {{ACM} Trans. Multim. Comput. Commun. Appl.},
volume = {20},
number = {3},
pages = {84:1--84:21},
year = {2024},
url = {https://doi.org/10.1145/3617999},
doi = {10.1145/3617999},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tomccap/KhaleelITPOG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/AksarSSALBKEC24,
author = {Burak Aksar and
Efe Sencan and
Benjamin Schwaller and
Omar Aaziz and
Vitus J. Leung and
Jim M. Brandt and
Brian Kulis and
Manuel Egele and
Ayse K. Coskun},
title = {Runtime Performance Anomaly Diagnosis in Production {HPC} Systems
Using Active Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {35},
number = {4},
pages = {693--706},
year = {2024},
url = {https://doi.org/10.1109/TPDS.2024.3365462},
doi = {10.1109/TPDS.2024.3365462},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/AksarSSALBKEC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/CheMLO24,
author = {Yushuai Che and
Yan Ma and
Yongxiang Li and
Linhan Ouyang},
title = {A Novel Active-Learning Kriging Reliability Analysis Method Based
on Parallelized Sampling Considering Budget Allocation},
journal = {{IEEE} Trans. Reliab.},
volume = {73},
number = {1},
pages = {589--601},
year = {2024},
url = {https://doi.org/10.1109/TR.2023.3311192},
doi = {10.1109/TR.2023.3311192},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tr/CheMLO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/SavioloFRDL24,
author = {Alessandro Saviolo and
Jonathan Frey and
Abhishek Rathod and
Moritz Diehl and
Giuseppe Loianno},
title = {Active Learning of Discrete-Time Dynamics for Uncertainty-Aware Model
Predictive Control},
journal = {{IEEE} Trans. Robotics},
volume = {40},
pages = {1273--1291},
year = {2024},
url = {https://doi.org/10.1109/TRO.2023.3339543},
doi = {10.1109/TRO.2023.3339543},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/trob/SavioloFRDL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/HuGXCMPT24,
author = {Qiang Hu and
Yuejun Guo and
Xiaofei Xie and
Maxime Cordy and
Lei Ma and
Mike Papadakis and
Yves Le Traon},
title = {Active Code Learning: Benchmarking Sample-Efficient Training of Code
Models},
journal = {{IEEE} Trans. Software Eng.},
volume = {50},
number = {5},
pages = {1080--1095},
year = {2024},
url = {https://doi.org/10.1109/TSE.2024.3376964},
doi = {10.1109/TSE.2024.3376964},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/HuGXCMPT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/LeeZBMX24,
author = {Kiyeob Lee and
Peng Zhao and
Anirban Bhattacharya and
Bani K. Mallick and
Le Xie},
title = {An Active Learning-Based Approach for Hosting Capacity Analysis in
Distribution Systems},
journal = {{IEEE} Trans. Smart Grid},
volume = {15},
number = {1},
pages = {617--626},
year = {2024},
url = {https://doi.org/10.1109/TSG.2023.3290414},
doi = {10.1109/TSG.2023.3290414},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsg/LeeZBMX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/MuL0JZ24,
author = {Chaoxu Mu and
Zhaoyang Liu and
Jun Yan and
Hongjie Jia and
Xiaoyu Zhang},
title = {Graph Multi-Agent Reinforcement Learning for Inverter-Based Active
Voltage Control},
journal = {{IEEE} Trans. Smart Grid},
volume = {15},
number = {2},
pages = {1399--1409},
year = {2024},
url = {https://doi.org/10.1109/TSG.2023.3298807},
doi = {10.1109/TSG.2023.3298807},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsg/MuL0JZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/WangBB24,
author = {Ruoheng Wang and
Xiaowen Bi and
Siqi Bu},
title = {Real-Time Coordination of Dynamic Network Reconfiguration and Volt-VAR
Control in Active Distribution Network: {A} Graph-Aware Deep Reinforcement
Learning Approach},
journal = {{IEEE} Trans. Smart Grid},
volume = {15},
number = {3},
pages = {3288--3302},
year = {2024},
url = {https://doi.org/10.1109/TSG.2023.3324474},
doi = {10.1109/TSG.2023.3324474},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsg/WangBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/ZhangSLM24,
author = {Haotian Zhang and
Xinfeng Sun and
Myoung{-}Hoon Lee and
Jun Moon},
title = {Deep Reinforcement Learning-Based Active Network Management and Emergency
Load-Shedding Control for Power Systems},
journal = {{IEEE} Trans. Smart Grid},
volume = {15},
number = {2},
pages = {1423--1437},
year = {2024},
url = {https://doi.org/10.1109/TSG.2023.3302846},
doi = {10.1109/TSG.2023.3302846},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsg/ZhangSLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/CaiZGZH24,
author = {Zhenjiao Cai and
Sulan Zhang and
Ping Guo and
Jifu Zhang and
Lihua Hu},
title = {A Progressive Stacking Pseudoinverse Learning Framework via Active
Learning in Random Subspaces},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {54},
number = {5},
pages = {2822--2832},
year = {2024},
url = {https://doi.org/10.1109/TSMC.2024.3352019},
doi = {10.1109/TSMC.2024.3352019},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/CaiZGZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ZhuCHXWSC24,
author = {Jian Zhu and
Xinyu Chen and
Qintai Hu and
Yutang Xiao and
Boyu Wang and
Bin Sheng and
C. L. Philip Chen},
title = {Clustering Environment Aware Learning for Active Domain Adaptation},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {54},
number = {6},
pages = {3891--3904},
year = {2024},
url = {https://doi.org/10.1109/TSMC.2024.3374068},
doi = {10.1109/TSMC.2024.3374068},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/ZhuCHXWSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Xichun Cheng and
Xiaojun Yuan and
Wenjun Jiang and
Lidong Zhu and
Yong Zuo and
Yong Zhang},
title = {Deep Active Learning for mmWave Array-Based Multi-Source AoA Tracking},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {23},
number = {9},
pages = {12368--12381},
year = {2024},
url = {https://doi.org/10.1109/TWC.2024.3391850},
doi = {10.1109/TWC.2024.3391850},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/ChengYJZZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/HuangDLPP24,
author = {Enhui Huang and
Yanlei Diao and
Anna Liu and
Liping Peng and
Luciano Di Palma},
title = {Efficient and robust active learning methods for interactive database
exploration},
journal = {{VLDB} J.},
volume = {33},
number = {4},
pages = {931--956},
year = {2024},
url = {https://doi.org/10.1007/s00778-023-00816-x},
doi = {10.1007/S00778-023-00816-X},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/HuangDLPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/MeduriQLQR24,
author = {Venkata Vamsikrishna Meduri and
Abdul Quamar and
Chuan Lei and
Xiao Qin and
Berthold Reinwald},
title = {Alfa: active learning for graph neural network-based semantic schema
alignment},
journal = {{VLDB} J.},
volume = {33},
number = {4},
pages = {981--1011},
year = {2024},
url = {https://doi.org/10.1007/s00778-023-00822-z},
doi = {10.1007/S00778-023-00822-Z},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/MeduriQLQR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Xingyi Zhang and
Jinchao Huang and
Fangyuan Zhang and
Sibo Wang},
title = {{FICOM:} an effective and scalable active learning framework for GNNs
on semi-supervised node classification},
journal = {{VLDB} J.},
volume = {33},
number = {5},
pages = {1723--1742},
year = {2024},
url = {https://doi.org/10.1007/s00778-024-00870-z},
doi = {10.1007/S00778-024-00870-Z},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/ZhangHZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/wc/SoltaniZSRNC24,
author = {Nasim Soltani and
Jifan Zhang and
Batool Salehi and
Debashri Roy and
Robert D. Nowak and
Kaushik R. Chowdhury},
title = {Learning from the Best: Active Learning for Wireless Communications},
journal = {{IEEE} Wirel. Commun.},
volume = {31},
number = {4},
pages = {177--183},
year = {2024},
url = {https://doi.org/10.1109/MWC.012.2300438},
doi = {10.1109/MWC.012.2300438},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wc/SoltaniZSRNC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wsarai/ShiCCFJX24,
author = {Xian Shi and
Lile Cai and
Ke Chen and
Chuan Sheng Foo and
Kui Jia and
Xun Xu},
title = {Label-Efficient Point Cloud Semantic Segmentation: {A} Holistic Active
Learning Approach},
journal = {World Sci. Annu. Rev. Artif. Intell.},
volume = {2},
pages = {2440006:1--2440006:29},
year = {2024},
url = {https://doi.org/10.1142/S281103232440006X},
doi = {10.1142/S281103232440006X},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wsarai/ShiCCFJX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/0002VM024,
author = {Bardia Safaei and
Vibashan VS and
Celso M. de Melo and
Vishal M. Patel},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Entropic Open-Set Active Learning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {4686--4694},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i5.28269},
doi = {10.1609/AAAI.V38I5.28269},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0002VM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/0006LHPKZ24,
author = {Won{-}Seok Choi and
Hyundo Lee and
Dong{-}Sig Han and
Junseok Park and
Heeyeon Koo and
Byoung{-}Tak Zhang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {{DUEL:} Duplicate Elimination on Active Memory for Self-Supervised
Class-Imbalanced Learning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {11579--11587},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i10.29040},
doi = {10.1609/AAAI.V38I10.29040},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0006LHPKZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/AnPK24,
author = {Yunpyo An and
Suyeong Park and
Kwang In Kim},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Active Learning Guided by Efficient Surrogate Learners},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {10874--10881},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i10.28961},
doi = {10.1609/AAAI.V38I10.28961},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AnPK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/HaoHWGW24,
author = {Guang{-}Yuan Hao and
Hengguan Huang and
Haotian Wang and
Jie Gao and
Hao Wang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Composite Active Learning: Towards Multi-Domain Active Learning with
Theoretical Guarantees},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {12286--12294},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29119},
doi = {10.1609/AAAI.V38I11.29119},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HaoHWGW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/JangYSS24,
author = {Doseok Jang and
Larry Yan and
Lucas Spangher and
Costas J. Spanos},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Active Reinforcement Learning for Robust Building Control},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22150--22158},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30219},
doi = {10.1609/AAAI.V38I20.30219},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JangYSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/LeZZZD24,
author = {Linh Le and
Genghong Zhao and
Xia Zhang and
Guido Zuccon and
Gianluca Demartini},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {CoLAL: Co-learning Active Learning for Text Classification},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {13337--13345},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i12.29235},
doi = {10.1609/AAAI.V38I12.29235},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LeZZZD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiYGZW0024,
author = {Xingjian Li and
Pengkun Yang and
Yangcheng Gu and
Xueying Zhan and
Tianyang Wang and
Min Xu and
Chengzhong Xu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Deep Active Learning with Noise Stability},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {13655--13663},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i12.29270},
doi = {10.1609/AAAI.V38I12.29270},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiYGZW0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MahapatraBG0T24,
author = {Dwarikanath Mahapatra and
Behzad Bozorgtabar and
Zongyuan Ge and
Mauricio Reyes and
Jean{-}Philippe Thiran},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Combining Graph Transformers Based Multi-Label Active Learning and
Informative Data Augmentation for Chest Xray Classification},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {21378--21386},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i19.30133},
doi = {10.1609/AAAI.V38I19.30133},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MahapatraBG0T24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OzakiIKTTK24,
author = {Ryota Ozaki and
Kazuki Ishikawa and
Youhei Kanzaki and
Shion Takeno and
Ichiro Takeuchi and
Masayuki Karasuyama},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Multi-Objective Bayesian Optimization with Active Preference Learning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {14490--14498},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29364},
doi = {10.1609/AAAI.V38I13.29364},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OzakiIKTTK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SinghRKVR24,
author = {Ayush Singh and
Aayush J. Rana and
Akash Kumar and
Shruti Vyas and
Yogesh Singh Rawat},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Semi-supervised Active Learning for Video Action Detection},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {4891--4899},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i5.28292},
doi = {10.1609/AAAI.V38I5.28292},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SinghRKVR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TanN0B24,
author = {Wei Tan and
Ngoc Dang Nguyen and
Lan Du and
Wray L. Buntine},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label
Text Classification},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {15240--15248},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i14.29447},
doi = {10.1609/AAAI.V38I14.29447},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TanN0B24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuQYSZW24,
author = {Lebin Yu and
Yunbo Qiu and
Quanming Yao and
Yuan Shen and
Xudong Zhang and
Jian Wang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Robust Communicative Multi-Agent Reinforcement Learning with Active
Defense},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {17575--17582},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i16.29708},
doi = {10.1609/AAAI.V38I16.29708},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuQYSZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunDDMZQ0024,
author = {Zhouhao Sun and
Li Du and
Xiao Ding and
Yixuan Ma and
Yang Zhao and
Kaitao Qiu and
Ting Liu and
Bing Qin},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Causal-Guided Active Learning for Debiasing Large Language Models},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {14455--14469},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.acl-long.778},
timestamp = {Tue, 03 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SunDDMZQ0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YuanCZJ24,
author = {Bo Yuan and
Yulin Chen and
Yin Zhang and
Wei Jiang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning
with LLMs-Powered Assistance},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {10977--11011},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.acl-long.592},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YuanCZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Zhang0ZX24,
author = {Linhai Zhang and
Jialong Wu and
Deyu Zhou and
Guoqiang Xu},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {{STAR:} Constraint LoRA with Dynamic Active Learning for Data-Efficient
Fine-Tuning of Large Language Models},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {3519--3532},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-acl.209},
timestamp = {Tue, 27 Aug 2024 17:38:11 +0200},
biburl = {https://dblp.org/rec/conf/acl/Zhang0ZX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aicas/PesLCF24,
author = {Lorenzo Pes and
Rick Luiken and
Federico Corradi and
Charlotte Frenkel},
title = {Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike
Neural Networks},
booktitle = {6th {IEEE} International Conference on {AI} Circuits and Systems,
{AICAS} 2024, Abu Dhabi, United Arab Emirates, April 22-25, 2024},
pages = {41--45},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/AICAS59952.2024.10595872},
doi = {10.1109/AICAS59952.2024.10595872},
timestamp = {Wed, 31 Jul 2024 16:24:36 +0200},
biburl = {https://dblp.org/rec/conf/aicas/PesLCF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiiot/Jain0RA24,
author = {Jatin Jain and
Ahmed A. Mohamed and
Tanvir Rahman and
Mohamed A. Ali},
title = {A Neural Network based Deep Reinforcement Learning Controller for
Voltage Regulation of Active Distribution Network},
booktitle = {{IEEE} World {AI} IoT Congress, AIIoT 2024, Seattle, WA, USA, May
29-31, 2024},
pages = {280--285},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/AIIoT61789.2024.10578988},
doi = {10.1109/AIIOT61789.2024.10578988},
timestamp = {Wed, 24 Jul 2024 13:12:54 +0200},
biburl = {https://dblp.org/rec/conf/aiiot/Jain0RA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiiot/KalakotiNB24,
author = {Rajesh Kalakoti and
Sven N{\~{o}}mm and
Hayretdin Bahsi},
title = {Enhancing IoT Botnet Attack Detection in SOCs with an Explainable
Active Learning Framework},
booktitle = {{IEEE} World {AI} IoT Congress, AIIoT 2024, Seattle, WA, USA, May
29-31, 2024},
pages = {265--272},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/AIIoT61789.2024.10578957},
doi = {10.1109/AIIOT61789.2024.10578957},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiiot/KalakotiNB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/TuzunA24,
author = {M{\"{u}}nteha Nur Bedir T{\"{u}}z{\"{u}}n and
Pelin Angin},
editor = {Leonard Barolli},
title = {Network Intrusion Detection with Incremental Active Learning},
booktitle = {Advanced Information Networking and Applications - Proceedings of
the 38th International Conference on Advanced Information Networking
and Applications (AINA-2024), Kitakyushu, Japan, 17-19 April, 2024,
Volume 6},
series = {Lecture Notes on Data Engineering and Communications Technologies},
volume = {204},
pages = {344--353},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-57942-4\_33},
doi = {10.1007/978-3-031-57942-4\_33},
timestamp = {Mon, 15 Apr 2024 14:21:46 +0200},
biburl = {https://dblp.org/rec/conf/aina/TuzunA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AdachiHJWNOO24,
author = {Masaki Adachi and
Satoshi Hayakawa and
Martin J{\o}rgensen and
Xingchen Wan and
Vu Nguyen and
Harald Oberhauser and
Michael A. Osborne},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Adaptive Batch Sizes for Active Learning: {A} Probabilistic Numerics
Approach},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {496--504},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/adachi24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AdachiHJWNOO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Li0XK0Z24,
author = {Shibo Li and
Xin Yu and
Wei W. Xing and
Robert M. Kirby and
Akil Narayan and
Shandian Zhe},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Multi-Resolution Active Learning of Fourier Neural Operators},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {2440--2448},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/li24k.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Li0XK0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiZ24,
author = {Yinan Li and
Chicheng Zhang},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Efficient Active Learning Halfspaces with Tsybakov Noise: {A} Non-convex
Optimization Approach},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {4744--4752},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/li24p.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NovitasariQR24,
author = {Maria C. Novitasari and
Johannes Quaas and
Miguel Rodrigues},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {{ALAS:} Active Learning for Autoconversion Rates Prediction from Satellite
Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {3358--3366},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/c-novitasari24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NovitasariQR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Smith0R24,
author = {Freddie Bickford Smith and
Adam Foster and
Tom Rainforth},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Making Better Use of Unlabelled Data in Bayesian Active Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {847--855},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/bickford-smith24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Smith0R24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TebbeZSLM24,
author = {J{\"{o}}rn Tebbe and
Christoph Zimmer and
Ansgar Steland and
Markus Lange{-}Hegermann and
Fabian Mies},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Efficiently Computable Safety Bounds for Gaussian Processes in Active
Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {1333--1341},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/tebbe24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TebbeZSLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/RenLWSL24,
author = {Jun{-}Chao Ren and
Ding Liu and
Yin Wan and
Shuyan Shi and
Yuyu Liu},
title = {Iterative ESO-Based Data-Driven Active Disturbance Rejection Learning
Control of Czochralski Silicon Single Crystal Growth Process},
booktitle = {American Control Conference, {ACC} 2024, Toronto, ON, Canada, July
10-12, 2024},
pages = {2905--2910},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.23919/ACC60939.2024.10645058},
doi = {10.23919/ACC60939.2024.10645058},
timestamp = {Sat, 21 Sep 2024 12:19:37 +0200},
biburl = {https://dblp.org/rec/conf/amcc/RenLWSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/WangSRH24,
author = {Dongming Wang and
Shaoshu Su and
Wei Ren and
Ce Hao},
title = {Deep Reinforcement Learning Based Distributed Active Joint Localization
and Target Tracking},
booktitle = {American Control Conference, {ACC} 2024, Toronto, ON, Canada, July
10-12, 2024},
pages = {486--491},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.23919/ACC60939.2024.10644155},
doi = {10.23919/ACC60939.2024.10644155},
timestamp = {Sat, 21 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcc/WangSRH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/HuseynliOSDB24,
author = {Murad Huseynli and
Michael Chima Ogbuachi and
Veronica Rocha da Costa Silva and
Andrei Dragan and
Udo Bub},
editor = {Michelle Carter and
Kelly J. Fadel and
Thomas O. Meservy and
Deborah J. Armstrong and
Amit Deokar and
Matthew L. Jensen},
title = {A Support Tool for Active Learning in the Era of Artificial Intelligence},
booktitle = {30th Americas Conference on Information Systems: Elevating Life through
Digital Social Entrepreneurship, {AMCIS} 2024, Salt Lake City, UT,
USA, August 15-17, 2024},
publisher = {Association for Information Systems},
year = {2024},
url = {https://aisel.aisnet.org/amcis2024/is\_education/is\_education/16},
timestamp = {Mon, 22 Jul 2024 14:42:57 +0200},
biburl = {https://dblp.org/rec/conf/amcis/HuseynliOSDB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/HuangY0S24,
author = {Shuaibo Huang and
Yuyang Ye and
Hao Yan and
Longxing Shi},
title = {ARS-Flow: {A} Design Space Exploration Flow for Accelerator-rich System
based on Active Learning},
booktitle = {Proceedings of the 29th Asia and South Pacific Design Automation Conference,
{ASPDAC} 2024, Incheon, Korea, January 22-25, 2024},
pages = {213--218},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ASP-DAC58780.2024.10473989},
doi = {10.1109/ASP-DAC58780.2024.10473989},
timestamp = {Thu, 22 Aug 2024 15:31:52 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/HuangY0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ThorveMVMS24,
author = {Swapna Thorve and
Henning S. Mortveit and
Anil Vullikanti and
Madhav V. Marathe and
Samarth Swarup},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Assessing Fairness of Residential Dynamic Pricing for Electricity
using Active Learning with Agent-based Simulation},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {1827--1836},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663045},
doi = {10.5555/3635637.3663045},
timestamp = {Wed, 26 Jun 2024 14:06:50 +0200},
biburl = {https://dblp.org/rec/conf/atal/ThorveMVMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atsip/ChouikhiAF24,
author = {Farah Chouikhi and
Ali Ben Abbes and
Imed Riadh Farah},
title = {{TALDS:} {A} Transfer-Active Learning-Driven Siamese Network for Bi-temporal
Image Classification},
booktitle = {7th {IEEE} International Conference on Advanced Technologies, Signal
and Image Processing, {ATSIP} 2024, Sousse, Tunisia, July 11-13, 2024},
pages = {471--476},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ATSIP62566.2024.10638950},
doi = {10.1109/ATSIP62566.2024.10638950},
timestamp = {Thu, 05 Sep 2024 16:02:09 +0200},
biburl = {https://dblp.org/rec/conf/atsip/ChouikhiAF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/Geissler0DB0M24,
author = {Kai Gei{\ss}ler and
Markus Wenzel and
Susanne Diekmann and
Heinrich von Busch and
Robert Grimm and
Hans Meine},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Application of Active Learning-based on Uncertainty Quantification
to Breast Segmentation in {MRI}},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {178--183},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_52},
doi = {10.1007/978-3-658-44037-4\_52},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/Geissler0DB0M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PeretzkeMBKROBL24,
author = {Robin Peretzke and
Klaus H. Maier{-}Hein and
Jonas Bohn and
Yannick Kirchhoff and
Saikat Roy and
Sabrina Oberli{-}Palma and
Daniela Becker and
Pavlina Lenga and
Peter Neher},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Semi-automatic White Matter Tract Segmentation using Active
Learning atTRACTive},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {335},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_85},
doi = {10.1007/978-3-658-44037-4\_85},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/PeretzkeMBKROBL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/QiuWOSLHAB24,
author = {Jingna Qiu and
Frauke Wilm and
Mathias {\"{O}}ttl and
Maja Schlereth and
Chang Liu and
Tobias Heimann and
Marc Aubreville and
Katharina Breininger},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Adaptive Region Selection for Active Learning in Whole Slide
Image Semantic Segmentation},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {11},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_6},
doi = {10.1007/978-3-658-44037-4\_6},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/QiuWOSLHAB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/LavinasHPBC24,
author = {Yuri Lavinas and
Nathan Haut and
William Punch and
Wolfgang Banzhaf and
Sylvain Cussat{-}Blanc},
title = {Data Sampling via Active Learning in Cartesian Genetic Programming
for Biomedical Data},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CEC60901.2024.10611879},
doi = {10.1109/CEC60901.2024.10611879},
timestamp = {Tue, 20 Aug 2024 15:15:31 +0200},
biburl = {https://dblp.org/rec/conf/cec/LavinasHPBC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/FittonDSDPCL24,
author = {Isabel Sophie Fitton and
Elizabeth Dark and
Manoela Milena Oliveira da Silva and
Jeremy Dalton and
Michael J. Proulx and
Christopher Clarke and
Christof Lutteroth},
editor = {Florian 'Floyd' Mueller and
Penny Kyburz and
Julie R. Williamson and
Corina Sas and
Max L. Wilson and
Phoebe O. Toups Dugas and
Irina Shklovski},
title = {Watch This! Observational Learning in {VR} Promotes Better Far Transfer
than Active Learning for a Fine Psychomotor Task},
booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024},
pages = {721:1--721:19},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3613904.3642550},
doi = {10.1145/3613904.3642550},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/FittonDSDPCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/HongSS24,
author = {Matt{-}Heun Hong and
Zachary Nolan Sunberg and
Danielle Albers Szafir},
editor = {Florian 'Floyd' Mueller and
Penny Kyburz and
Julie R. Williamson and
Corina Sas and
Max L. Wilson and
Phoebe O. Toups Dugas and
Irina Shklovski},
title = {Cieran: Designing Sequential Colormaps via In-Situ Active Preference
Learning},
booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024},
pages = {144:1--144:15},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3613904.3642903},
doi = {10.1145/3613904.3642903},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/HongSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/ArensCB024,
author = {Maxime Arens and
Lucile Callebert and
Mohand Boughanem and
Jos{\'{e}} G. Moreno},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {Rebalancing Label Distribution While Eliminating Inherent Waiting
Time in Multi Label Active Learning Applied to Transformers},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {13621--13632},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.1190},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/ArensCB024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiuZKKJS024,
author = {Chengyuan Liu and
Fubang Zhao and
Kun Kuang and
Yangyang Kang and
Zhuoren Jiang and
Changlong Sun and
Fei Wu},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {Evolving Knowledge Distillation with Large Language Models and Active
Learning},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {6717--6731},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.593},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/LiuZKKJS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/PeliconKSPP24,
author = {Andraz Pelicon and
Mladen Karan and
Ravi Shekhar and
Matthew Purver and
Senja Pollak},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {Denoising Labeled Data for Comment Moderation Using Active Learning},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {4626--4633},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.413},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/PeliconKSPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/VacareanuNHVS24,
author = {Robert Vacareanu and
Enrique Noriega{-}Atala and
Gus Hahn{-}Powell and
Marco Antonio Valenzuela{-}Esc{\'{a}}rcega and
Mihai Surdeanu},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {Active Learning Design Choices for {NER} with Transformers},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {321--334},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.30},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/VacareanuNHVS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GajjarTXHML24,
author = {Aarshvi Gajjar and
Wai Ming Tai and
Xingyu Xu and
Chinmay Hegde and
Christopher Musco and
Yi Li},
editor = {Shipra Agrawal and
Aaron Roth},
title = {Agnostic Active Learning of Single Index Models with Linear Sample
Complexity},
booktitle = {The Thirty Seventh Annual Conference on Learning Theory, June 30 -
July 3, 2023, Edmonton, Canada},
series = {Proceedings of Machine Learning Research},
volume = {247},
pages = {1715--1754},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v247/gajjar24a.html},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/GajjarTXHML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/VasilisMC24,
author = {Vasilis Kontonis and
Mingchen Ma and
Christos Tzamos},
editor = {Shipra Agrawal and
Aaron Roth},
title = {Active Learning with Simple Questions},
booktitle = {The Thirty Seventh Annual Conference on Learning Theory, June 30 -
July 3, 2023, Edmonton, Canada},
series = {Proceedings of Machine Learning Research},
volume = {247},
pages = {3064--3098},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v247/vasilis24a.html},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/VasilisMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/BhyregowdaMMCKS24,
author = {Priyanka Bhyregowda and
Mohammad Masum and
Lohuwa Mamudu and
Mohammed Chowdhurv and
Sai Chandra Kosaraiu and
Hossain Shahriar},
editor = {Hossain Shahriar and
Hiroyuki Ohsaki and
Moushumi Sharmin and
Dave Towey and
A. K. M. Jahangir Alam Majumder and
Yoshiaki Hori and
Ji{-}Jiang Yang and
Michiharu Takemoto and
Nazmus Sakib and
Ryohei Banno and
Sheikh Iqbal Ahamed},
title = {ActivePCA: {A} Novel Framework Integrating {PCA} and Active Machine
Learning for Efficient Dimension Reduction},
booktitle = {48th {IEEE} Annual Computers, Software, and Applications Conference,
{COMPSAC} 2024, Osaka, Japan, July 2-4, 2024},
pages = {320--325},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/COMPSAC61105.2024.00052},
doi = {10.1109/COMPSAC61105.2024.00052},
timestamp = {Thu, 05 Sep 2024 13:56:33 +0200},
biburl = {https://dblp.org/rec/conf/compsac/BhyregowdaMMCKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comsnets/Shankaranarayana24,
author = {Sharath M. Shankaranarayana and
Anubhab Samal and
Chikka Veera Raghavendra and
Vijay Sankar and
Arindam Dey and
Sangam Kumar Singh},
title = {A Hybrid Sampling Methodology Based Cost Effective Active Learning
for Tabular Data},
booktitle = {16th International Conference on COMmunication Systems {\&} NETworkS,
{COMSNETS} 2024, Bengaluru, India, January 3-7, 2024},
pages = {147--152},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/COMSNETS59351.2024.10427050},
doi = {10.1109/COMSNETS59351.2024.10427050},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/comsnets/Shankaranarayana24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csaide/LuS24,
author = {Yangzhengyu Lu and
Qingbing Sang},
title = {Active learning based fire detection method for YOLOv7},
booktitle = {Proceedings of the 2024 3rd International Conference on Cyber Security,
Artificial Intelligence and Digital Economy, {CSAIDE} 2024, Nanjing,
China, March 1-3, 2024},
pages = {320--324},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3672919.3672978},
doi = {10.1145/3672919.3672978},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csaide/LuS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csaide/YuS24,
author = {Yunchao Yu and
Qingbing Sang},
title = {Self-Supervised Image Quality Assessment through Active Learning},
booktitle = {Proceedings of the 2024 3rd International Conference on Cyber Security,
Artificial Intelligence and Digital Economy, {CSAIDE} 2024, Nanjing,
China, March 1-3, 2024},
pages = {315--319},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3672919.3672977},
doi = {10.1145/3672919.3672977},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csaide/YuS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscwd/GuL24,
author = {Ping Gu and
Yong Lu},
editor = {Weiming Shen and
Jean{-}Paul A. Barth{\`{e}}s and
Junzhou Luo and
Tie Qiu and
Xiaobo Zhou and
Jinghui Zhang and
Haibin Zhu and
Kunkun Peng and
Tianyi Xu and
Ning Chen},
title = {A Hybrid Active Sampling Algorithm for Imbalanced Learning},
booktitle = {27th International Conference on Computer Supported Cooperative Work
in Design, {CSCWD} 2024, Tianjin, China, May 8-10, 2024},
pages = {600--605},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CSCWD61410.2024.10580268},
doi = {10.1109/CSCWD61410.2024.10580268},
timestamp = {Mon, 29 Jul 2024 16:18:15 +0200},
biburl = {https://dblp.org/rec/conf/cscwd/GuL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csl/Aristote24,
author = {Quentin Aristote},
editor = {Aniello Murano and
Alexandra Silva},
title = {Active Learning of Deterministic Transducers with Outputs in Arbitrary
Monoids},
booktitle = {32nd {EACSL} Annual Conference on Computer Science Logic, {CSL} 2024,
February 19-23, 2024, Naples, Italy},
series = {LIPIcs},
volume = {288},
pages = {11:1--11:20},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2024},
url = {https://doi.org/10.4230/LIPIcs.CSL.2024.11},
doi = {10.4230/LIPICS.CSL.2024.11},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/csl/Aristote24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/AlikhaniWKLRD24,
author = {Hamidreza Alikhani and
Ziyu Wang and
Anil Kanduri and
Pasi Liljeberg and
Amir M. Rahmani and
Nikil D. Dutt},
title = {{SEAL:} Sensing Efficient Active Learning on Wearables through Context-awareness},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2024, Valencia, Spain, March 25-27, 2024},
pages = {1--2},
publisher = {{IEEE}},
year = {2024},
url = {https://ieeexplore.ieee.org/document/10546533},
timestamp = {Mon, 17 Jun 2024 14:45:14 +0200},
biburl = {https://dblp.org/rec/conf/date/AlikhaniWKLRD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/RahmanHSK24,
author = {Fariha Ishrat Rahman and
Sadaf Md. Halim and
Anoop Singhal and
Latifur Khan},
editor = {Anna Lisa Ferrara and
Ram Krishnan},
title = {{ALERT:} {A} Framework for Efficient Extraction of Attack Techniques
from Cyber Threat Intelligence Reports Using Active Learning},
booktitle = {Data and Applications Security and Privacy {XXXVIII} - 38th Annual
{IFIP} {WG} 11.3 Conference, DBSec 2024, San Jose, CA, USA, July 15-17,
2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14901},
pages = {203--220},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-65172-4\_13},
doi = {10.1007/978-3-031-65172-4\_13},
timestamp = {Tue, 30 Jul 2024 21:29:14 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/RahmanHSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dlog/MagniniOS24,
author = {Matteo Magnini and
Ana Ozaki and
Riccardo Squarcialupi},
editor = {Laura Giordano and
Jean Christoph Jung and
Ana Ozaki},
title = {Actively Learning Ontologies from LLMs: First Results (Extended Abstract)},
booktitle = {Proceedings of the 37th International Workshop on Description Logics
{(DL} 2024), Bergen, Norway, June 18-21, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3739},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3739/abstract-18.pdf},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/dlog/MagniniOS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/HutchisonZGGK24,
author = {Casidhe Hutchison and
Milda Zizyte and
David Guttendorf and
Claire {Le Goues} and
Philip Koopman},
title = {Active Learning Omnivariate Decision Trees for Fault Diagnosis in
Robotic Systems},
booktitle = {54th Annual {IEEE/IFIP} International Conference on Dependable Systems
and Networks, {DSN} 2024 - Supplemental Volume, Brisbane, Australia,
June 24-27, 2024},
pages = {118--124},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/DSN-S60304.2024.00037},
doi = {10.1109/DSN-S60304.2024.00037},
timestamp = {Thu, 19 Sep 2024 11:00:54 +0200},
biburl = {https://dblp.org/rec/conf/dsn/HutchisonZGGK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/JanuskoSKBWGT24,
author = {Tam{\'{a}}s Janusko and
Colin Simon and
Kevin Kirsten and
Serhiy Bolkun and
Eric Weinzierl and
Julius Gonsior and
Maik Thiele},
editor = {Lazaros S. Iliadis and
Ilias Maglogiannis and
Antonios Papaleonidas and
Elias Pimenidis and
Chrisina Jayne},
title = {Active Learning with Aggregated Uncertainties from Image Augmentations},
booktitle = {Engineering Applications of Neural Networks - 25th International Conference,
{EANN} 2024, Corfu, Greece, June 27-30, 2024, Proceedings},
series = {Communications in Computer and Information Science},
volume = {2141},
pages = {3--16},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-62495-7\_1},
doi = {10.1007/978-3-031-62495-7\_1},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/JanuskoSKBWGT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/GuanK24,
author = {Naiqing Guan and
Nick Koudas},
editor = {Letizia Tanca and
Qiong Luo and
Giuseppe Polese and
Loredana Caruccio and
Xavier Oriol and
Donatella Firmani},
title = {ActiveDP: Bridging Active Learning and Data Programming},
booktitle = {Proceedings 27th International Conference on Extending Database Technology,
{EDBT} 2024, Paestum, Italy, March 25 - March 28},
pages = {515--521},
publisher = {OpenProceedings.org},
year = {2024},
url = {https://doi.org/10.48786/edbt.2024.44},
doi = {10.48786/EDBT.2024.44},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/GuanK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/DiazOA24,
author = {Paloma D{\'{\i}}az and
Teresa Onorati and
Ignacio Aedo},
title = {Using Active Learning and Critical Thinking to Identify and Apply
Ethical Values in Engineering Education},
booktitle = {{IEEE} Global Engineering Education Conference, {EDUCON} 2024, Kos
Island, Greece, May 8-11, 2024},
pages = {1--10},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/EDUCON60312.2024.10578610},
doi = {10.1109/EDUCON60312.2024.10578610},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/DiazOA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/Lara-PrietoRGM24,
author = {Vianney Lara{-}Prieto and
Mar{\'{\i}}a Ileana Ruiz{-}Cantisani and
Rebeca M. Garc{\'{\i}}a{-}Garc{\'{\i}}a and
Jorge Membrillo{-}Hern{\'{a}}ndez},
title = {Engaging Undergraduate Students in Research through Active Learning},
booktitle = {{IEEE} Global Engineering Education Conference, {EDUCON} 2024, Kos
Island, Greece, May 8-11, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/EDUCON60312.2024.10578913},
doi = {10.1109/EDUCON60312.2024.10578913},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/Lara-PrietoRGM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/Pow-SangB24,
author = {Jos{\'{e}} Antonio Pow{-}Sang and
Sheyla Blumen},
title = {Factors Influencing Faculty Use of Active Learning Strategies in Engineering
and Computing: {A} Study in a Peruvian University},
booktitle = {{IEEE} Global Engineering Education Conference, {EDUCON} 2024, Kos
Island, Greece, May 8-11, 2024},
pages = {1--7},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/EDUCON60312.2024.10578818},
doi = {10.1109/EDUCON60312.2024.10578818},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/Pow-SangB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/Tannous24,
author = {Joy H. Tannous},
title = {Assessing the Impact of Diverse Active Learning Strategies in Gender-Segregated
{STEM} Classrooms},
booktitle = {{IEEE} Global Engineering Education Conference, {EDUCON} 2024, Kos
Island, Greece, May 8-11, 2024},
pages = {1--7},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/EDUCON60312.2024.10578676},
doi = {10.1109/EDUCON60312.2024.10578676},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/Tannous24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/VodovozovRP24,
author = {Valery Vodovozov and
Zoja Raud and
Eduard Petlenkov},
title = {Active Blended Learning as a Tool Focused on Industry 5.0 at EuroTeQ
Engineering University},
booktitle = {{IEEE} Global Engineering Education Conference, {EDUCON} 2024, Kos
Island, Greece, May 8-11, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/EDUCON60312.2024.10578688},
doi = {10.1109/EDUCON60312.2024.10578688},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/VodovozovRP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/elinfocom/KimK24b,
author = {Byeong{-}il Kim and
Byung Chul Ko},
title = {Active Contrastive Learning With Noisy Labels in Fine-Grained Classification},
booktitle = {International Conference on Electronics, Information, and Communication,
{ICEIC} 2024, Taipei, Taiwan, January 28-31, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICEIC61013.2024.10457229},
doi = {10.1109/ICEIC61013.2024.10457229},
timestamp = {Tue, 02 Apr 2024 21:06:16 +0200},
biburl = {https://dblp.org/rec/conf/elinfocom/KimK24b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/GoelMGWKC24,
author = {Diksha Goel and
Kristen Moore and
Mingyu Guo and
Derui Wang and
Minjune Kim and
Seyit Camtepe},
editor = {Joaquin Garc{\'{\i}}a{-}Alfaro and
Rafal Kozik and
Michal Choras and
Sokratis K. Katsikas},
title = {Optimizing Cyber Defense in Dynamic Active Directories Through Reinforcement
Learning},
booktitle = {Computer Security - {ESORICS} 2024 - 29th European Symposium on Research
in Computer Security, Bydgoszcz, Poland, September 16-20, 2024, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14982},
pages = {332--352},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70879-4\_17},
doi = {10.1007/978-3-031-70879-4\_17},
timestamp = {Fri, 13 Sep 2024 21:29:56 +0200},
biburl = {https://dblp.org/rec/conf/esorics/GoelMGWKC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucnc/CarvalhoSM24,
author = {Marcos Carvalho and
Daniel Soares and
Daniel F. Macedo},
title = {A Human-in-the-Loop Based {ML} Framework to Estimate User's QoE on
Cloud Gaming Using Active Learning},
booktitle = {Joint European Conference on Networks and Communications {\&}
6G Summit, EuCNC/6G Summit 2024, Antwerp, Belgium, June 3-6, 2024},
pages = {895--900},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/EuCNC/6GSummit60053.2024.10597003},
doi = {10.1109/EUCNC/6GSUMMIT60053.2024.10597003},
timestamp = {Mon, 29 Jul 2024 21:17:00 +0200},
biburl = {https://dblp.org/rec/conf/eucnc/CarvalhoSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fm/KrugerJR24,
author = {Loes Kruger and
Sebastian Junges and
Jurriaan Rot},
editor = {Andr{\'{e}} Platzer and
Kristin Yvonne Rozier and
Matteo Pradella and
Matteo Rossi},
title = {State Matching and Multiple References in Adaptive Active Automata
Learning},
booktitle = {Formal Methods - 26th International Symposium, {FM} 2024, Milan, Italy,
September 9-13, 2024, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14933},
pages = {267--284},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-71162-6\_14},
doi = {10.1007/978-3-031-71162-6\_14},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fm/KrugerJR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/forc/0001S24,
author = {Lee Cohen and
Han Shao},
editor = {Guy N. Rothblum},
title = {Incentivized Collaboration in Active Learning},
booktitle = {5th Symposium on Foundations of Responsible Computing, {FORC} 2024,
June 12-14, 2024, Harvard University, Cambridge, MA, {USA}},
series = {LIPIcs},
volume = {295},
pages = {2:1--2:20},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2024},
url = {https://doi.org/10.4230/LIPIcs.FORC.2024.2},
doi = {10.4230/LIPICS.FORC.2024.2},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/forc/0001S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ZhouSW024,
author = {Yuheng Zhou and
Haopu Shang and
Yu{-}Chang Wu and
Chao Qian},
editor = {Xiaodong Li and
Julia Handl},
title = {Instance-Label Based Multi-Label Active Learning by Evolutionary Multi-Objective
Optimization},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024},
pages = {327--330},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3638530.3654388},
doi = {10.1145/3638530.3654388},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ZhouSW024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/goodit/KathGS24,
author = {Hannes Kath and
Thiago S. Gouv{\^{e}}a and
Daniel Sonntag},
title = {Active and Transfer Learning for Efficient Identification of Species
in Multi-Label Bioacoustic Datasets},
booktitle = {Proceedings of the 2024 International Conference on Information Technology
for Social Good, GoodIT 2024, Bremen, Germany, September 4-6, 2024},
pages = {22--25},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3677525.3678635},
doi = {10.1145/3677525.3678635},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/goodit/KathGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/WaalWHKR24,
author = {Wouter van der Waal and
Inge van de Weerd and
Saskia Haitjema and
Teus H. Kappen and
Hajo Alexander Reijers},
editor = {Tung X. Bui},
title = {Whetting the {SWORD:} Detecting Workarounds by Using Active Learning
and Logistic Regression},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {3687--3696},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/106828},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/WaalWHKR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hri/SivridagM24,
author = {Fatih Sivridag and
Nivedita Mani},
editor = {Dan Grollman and
Elizabeth Broadbent and
Wendy Ju and
Harold Soh and
Tom Williams},
title = {Children's Word Learning from Socially Contingent Robots Under Active
vs. Passive Learning Conditions},
booktitle = {Proceedings of the 2024 {ACM/IEEE} International Conference on Human-Robot
Interaction, {HRI} 2024, Boulder, CO, USA, March 11-15, 2024},
pages = {669--677},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3610977.3634931},
doi = {10.1145/3610977.3634931},
timestamp = {Mon, 16 Sep 2024 12:21:47 +0200},
biburl = {https://dblp.org/rec/conf/hri/SivridagM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaiic/Alsulaimawi24,
author = {Zahir Alsulaimawi},
title = {Federated Learning with Privacy-Preserving Active Learning: {A} Min-Max
Mutual Information Approach},
booktitle = {International Conference on Artificial Intelligence in Information
and Communication , {ICAIIC} 2024, Osaka, Japan, February 19-22, 2024},
pages = {503--508},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICAIIC60209.2024.10463462},
doi = {10.1109/ICAIIC60209.2024.10463462},
timestamp = {Tue, 02 Apr 2024 21:06:09 +0200},
biburl = {https://dblp.org/rec/conf/icaiic/Alsulaimawi24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HanWWWDF24,
author = {Xue Han and
Qing Wang and
Yitong Wang and
Jiahui Wang and
Chao Deng and
Junlan Feng},
title = {Feature Mixing-Based Active Learning for Multi-Label Text Classification},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {10551--10555},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10448407},
doi = {10.1109/ICASSP48485.2024.10448407},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HanWWWDF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HoriguchiDK24,
author = {Shota Horiguchi and
Kota Dohi and
Yohei Kawaguchi},
title = {Streaming Active Learning for Regression Problems Using Regression
via Classification},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {4955--4959},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10448362},
doi = {10.1109/ICASSP48485.2024.10448362},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HoriguchiDK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JantreUQY24,
author = {Sanket R. Jantre and
Nathan M. Urban and
Xiaoning Qian and
Byung{-}Jun Yoon},
title = {Learning Active Subspaces for Effective and Scalable Uncertainty Quantification
in Deep Neural Networks},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {5330--5334},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10448265},
doi = {10.1109/ICASSP48485.2024.10448265},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/JantreUQY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JungLNRKJC24,
author = {Chaeyoung Jung and
Suyeon Lee and
Kihyun Nam and
Kyeongha Rho and
You Jin Kim and
Youngjoon Jang and
Joon Son Chung},
title = {TalkNCE: Improving Active Speaker Detection with Talk-Aware Contrastive
Learning},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {8391--8395},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10448124},
doi = {10.1109/ICASSP48485.2024.10448124},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/JungLNRKJC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LuoSSG24,
author = {Zhengding Luo and
Dongyuan Shi and
Xiaoyi Shen and
Woon{-}Seng Gan},
title = {Unsupervised Learning Based End-to-End Delayless Generative Fixed-Filter
Active Noise Control},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {441--445},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10448277},
doi = {10.1109/ICASSP48485.2024.10448277},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LuoSSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MaWLD24,
author = {Siteng Ma and
Haochang Wu and
Aonghus Lawlor and
Ruihai Dong},
title = {Breaking the Barrier: Selective Uncertainty-Based Active Learning
for Medical Image Segmentation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {1531--1535},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446026},
doi = {10.1109/ICASSP48485.2024.10446026},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MaWLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShishkinHGD24,
author = {Stepan Shishkin and
Danilo Hollosi and
Stefan Goetze and
Simon Doclo},
title = {Active Learning for Sound Event Classification Using Bayesian Neural
Networks with Gaussian Variational Posterior},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {896--900},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446970},
doi = {10.1109/ICASSP48485.2024.10446970},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShishkinHGD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Sonoda024,
author = {Ryosuke Sonoda and
Ramya Srinivasan},
title = {Mutual Information-Based Fair Active Learning},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {4965--4969},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446623},
doi = {10.1109/ICASSP48485.2024.10446623},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Sonoda024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WanDXGDFW24,
author = {Tianjiao Wan and
Yutao Dou and
Kele Xu and
Zijian Gao and
Bo Ding and
Dawei Feng and
Huaimin Wang},
title = {Temporal Inconsistency-Based Active Learning},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {6690--6694},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446899},
doi = {10.1109/ICASSP48485.2024.10446899},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WanDXGDFW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WuWQ24,
author = {Donghang Wu and
Xihong Wu and
Tianshu Qu},
title = {A Hybrid Deep-Online Learning Based Method for Active Noise Control
in Wave Domain},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {1301--1305},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446791},
doi = {10.1109/ICASSP48485.2024.10446791},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WuWQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XuL0Y24,
author = {Baogui Xu and
Yafei Lu and
Bing Su and
Xiaoran Yan},
title = {Position-Aware Active Learning for Multi-Modal Entity Alignment},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {8215--8219},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10447624},
doi = {10.1109/ICASSP48485.2024.10447624},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/XuL0Y24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangLYW24,
author = {Dejun Zhang and
Xiaowei Lin and
Benxin Yi and
Yiqi Wu},
title = {Active Learning with Core-Set Sampling and Scale-Sensitive Loss for
3D Object Detection},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {3075--3079},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446487},
doi = {10.1109/ICASSP48485.2024.10446487},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhangLYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhouWXL24,
author = {Xiaohui Zhou and
Yijie Wang and
Hongzuo Xu and
Mingyu Liu},
title = {Boundary-Driven Active Learning for Anomaly Detection in Time Series
Data Streams},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {6135--6139},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446524},
doi = {10.1109/ICASSP48485.2024.10446524},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhouWXL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/CroisfeltPSP24,
author = {Victor Croisfelt and
Shashi Raj Pandey and
Osvaldo Simeone and
Petar Popovski},
title = {Batch Selection and Communication for Active Learning with Edge Labeling},
booktitle = {{IEEE} International Conference on Communications Workshops, {ICC}
2024 Workshops, Denver, CO, USA, June 9-13, 2024},
pages = {1292--1297},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICCWorkshops59551.2024.10615928},
doi = {10.1109/ICCWORKSHOPS59551.2024.10615928},
timestamp = {Wed, 21 Aug 2024 14:57:07 +0200},
biburl = {https://dblp.org/rec/conf/icc/CroisfeltPSP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/AsgarkhaniKJ24,
author = {Neda Asgarkhani and
Farzin Kazemi and
Robert Jankowski},
editor = {Leonardo Franco and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Active Learning on Ensemble Machine-Learning Model to Retrofit Buildings
Under Seismic Mainshock-Aftershock Sequence},
booktitle = {Computational Science - {ICCS} 2024 - 24th International Conference,
Malaga, Spain, July 2-4, 2024, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14834},
pages = {470--478},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63759-9\_47},
doi = {10.1007/978-3-031-63759-9\_47},
timestamp = {Sat, 20 Jul 2024 14:18:52 +0200},
biburl = {https://dblp.org/rec/conf/iccS/AsgarkhaniKJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/MurelS24,
author = {Jacob Murel and
David A. Smith},
editor = {Elisa H. Barney Smith and
Marcus Liwicki and
Liangrui Peng},
title = {Self-training and Active Learning with Pseudo-relevance Feedback for
Handwriting Detection in Historical Print},
booktitle = {Document Analysis and Recognition - {ICDAR} 2024 - 18th International
Conference, Athens, Greece, August 30 - September 4, 2024, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14806},
pages = {305--324},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70543-4\_18},
doi = {10.1007/978-3-031-70543-4\_18},
timestamp = {Tue, 17 Sep 2024 09:34:31 +0200},
biburl = {https://dblp.org/rec/conf/icdar/MurelS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/JeterNAT24,
author = {Tre' R. Jeter and
Truc D. T. Nguyen and
Raed Alharbi and
My T. Thai},
title = {{OASIS:} Offsetting Active Reconstruction Attacks in Federated Learning},
booktitle = {44th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2024, Jersey City, NJ, USA, July 23-26, 2024},
pages = {1004--1015},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDCS60910.2024.00097},
doi = {10.1109/ICDCS60910.2024.00097},
timestamp = {Wed, 11 Sep 2024 11:31:56 +0200},
biburl = {https://dblp.org/rec/conf/icdcs/JeterNAT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhangWYLC0024,
author = {Wentao Zhang and
Yexin Wang and
Zhenbang You and
Yang Li and
Gang Cao and
Zhi Yang and
Bin Cui},
title = {{NC-ALG:} Graph-Based Active Learning Under Noisy Crowd},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {2681--2694},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00210},
doi = {10.1109/ICDE60146.2024.00210},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ZhangWYLC0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/GaoZFL24,
author = {Yuanhang Gao and
Qi Zhu and
Yutian Fu and
Dong Liang},
editor = {De{-}Shuang Huang and
Yijie Pan and
Qinhu Zhang},
title = {Aesthetics-Driven Active Reinforcement Learning for Color Enhancement},
booktitle = {Advanced Intelligent Computing Technology and Applications - 20th
International Conference, {ICIC} 2024, Tianjin, China, August 5-8,
2024, Proceedings, Part {XI}},
series = {Lecture Notes in Computer Science},
volume = {14872},
pages = {289--300},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-5612-4\_25},
doi = {10.1007/978-981-97-5612-4\_25},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icic/GaoZFL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BanAWZWTH24,
author = {Yikun Ban and
Ishika Agarwal and
Ziwei Wu and
Yada Zhu and
Kommy Weldemariam and
Hanghang Tong and
Jingrui He},
title = {Neural Active Learning Beyond Bandits},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=g1S72T3FGc},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BanAWZWTH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChoKLSY24,
author = {Seong Jin Cho and
Gwangsu Kim and
Junghyun Lee and
Jinwoo Shin and
Chang D. Yoo},
title = {Querying Easily Flip-flopped Samples for Deep Active Learning},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=THUBTfSAS2},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChoKLSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HanLMT0TY24,
author = {Haoyu Han and
Xiaorui Liu and
Li Ma and
MohamadAli Torkamani and
Hui Liu and
Jiliang Tang and
Makoto Yamada},
title = {Structural Fairness-aware Active Learning for Graph Neural Networks},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=bvjcMvMn7B},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HanLMT0TY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuangLST24,
author = {Sheng{-}Jun Huang and
Yi Li and
Yiming Sun and
Ying{-}Peng Tang},
title = {One-shot Active Learning Based on Lewis Weight Sampling for Multiple
Deep Models},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=EDXkkUAIFW},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuangLST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShimizuCMW24,
author = {Atsushi Shimizu and
Xiaoou Cheng and
Christopher Musco and
Jonathan Weare},
title = {Improved Active Learning via Dependent Leverage Score Sampling},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=IYxDy2jDFL},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShimizuCMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YanZ24,
author = {Tom Yan and
Chicheng Zhang},
title = {The Human-AI Substitution game: active learning from a strategic labeler},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=s5hSp7EdL3},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YanZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BuHSC0XW24,
author = {Dake Bu and
Wei Huang and
Taiji Suzuki and
Ji Cheng and
Qingfu Zhang and
Zhiqiang Xu and
Hau{-}San Wong},
title = {Provably Neural Active Learning Succeeds via Prioritizing Perplexing
Samples},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=kzz0kn546b},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/BuHSC0XW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DiakonikolasMRT24,
author = {Ilias Diakonikolas and
Mingchen Ma and
Lisheng Ren and
Christos Tzamos},
title = {Fast Co-Training under Weak Dependence via Stream-Based Active Learning},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=GqWy1wZKeE},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DiakonikolasMRT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FrancoMKGLDG24,
author = {Luca Franco and
Paolo Mandica and
Konstantinos Kallidromitis and
Devin Guillory and
Yu{-}Teng Li and
Trevor Darrell and
Fabio Galasso},
title = {Hyperbolic Active Learning for Semantic Segmentation under Domain
Shift},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=hKdJPMQvew},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FrancoMKGLDG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuchsgruberWCOG24,
author = {Dominik Fuchsgruber and
Tom Wollschl{\"{a}}ger and
Bertrand Charpentier and
Antonio Oroz and
Stephan G{\"{u}}nnemann},
title = {Uncertainty for Active Learning on Graphs},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=BCEtumPYDt},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FuchsgruberWCOG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MuldrewHZB24,
author = {William Muldrew and
Peter Hayes and
Mingtian Zhang and
David Barber},
title = {Active Preference Learning for Large Language Models},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=CTgEV6qgUy},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MuldrewHZB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchopmansF24,
author = {Henrik Schopmans and
Pascal Friederich},
title = {Conditional Normalizing Flows for Active Learning of Coarse-Grained
Molecular Representations},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=N3ZrpSCJcJ},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchopmansF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuF0LMXS24,
author = {Muzhi Zhu and
Chengxiang Fan and
Hao Chen and
Yang Liu and
Weian Mao and
Xiaogang Xu and
Chunhua Shen},
title = {Generative Active Learning for Long-tailed Instance Segmentation},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=ofXRBPtol3},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuF0LMXS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/HengP24,
author = {Yi Sheng Heng and
James Pope},
editor = {Modesto Castrill{\'{o}}n Santana and
Maria De Marsico and
Ana Fred},
title = {Content Rating Classification in Fan Fiction Using Active Learning
and Explainable Artificial Intelligence},
booktitle = {Proceedings of the 13th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2024, Rome, Italy, February 24-26,
2024},
pages = {224--231},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012313400003654},
doi = {10.5220/0012313400003654},
timestamp = {Tue, 13 Aug 2024 14:18:08 +0200},
biburl = {https://dblp.org/rec/conf/icpram/HengP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HarrisonWS24,
author = {Nicholas Harrison and
Nathan D. Wallace and
Salah Sukkarieh},
title = {Automated Testing of Spatially-Dependent Environmental Hypotheses
through Active Transfer Learning},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {17941--17947},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10611126},
doi = {10.1109/ICRA57147.2024.10611126},
timestamp = {Mon, 19 Aug 2024 15:58:53 +0200},
biburl = {https://dblp.org/rec/conf/icra/HarrisonWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HouTGDZZ24,
author = {Taixian Hou and
Jiaxin Tu and
Xiaofei Gao and
Zhiyan Dong and
Peng Zhai and
Lihua Zhang},
title = {Multi-Task Learning of Active Fault-Tolerant Controller for Leg Failures
in Quadruped robots},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {9758--9764},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10610151},
doi = {10.1109/ICRA57147.2024.10610151},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/HouTGDZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KnaupDCNMMT24,
author = {Jacob Knaup and
Jovin D'sa and
Behdad Chalaki and
Tyler Naes and
Hossein Nourkhiz Mahjoub and
Ehsan Moradi{-}Pari and
Panagiotis Tsiotras},
title = {Active Learning with Dual Model Predictive Path-Integral Control for
Interaction-Aware Autonomous Highway On-ramp Merging},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {14191--14197},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10610405},
doi = {10.1109/ICRA57147.2024.10610405},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/KnaupDCNMMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/LaGrassaLK24,
author = {Alex LaGrassa and
Moonyoung Lee and
Oliver Kroemer},
title = {Task-Oriented Active Learning of Model Preconditions for Inaccurate
Dynamics Models},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {16445},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10611488},
doi = {10.1109/ICRA57147.2024.10611488},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/LaGrassaLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/RyuKK24,
author = {Ju{-}Hyeok Ryu and
Chan Kim and
Seong{-}Woo Kim},
title = {Active Automotive Augmented Reality Displays using Reinforcement Learning},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {5134--5140},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10611683},
doi = {10.1109/ICRA57147.2024.10611683},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/RyuKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SethuramanBSM24,
author = {Advaith Venkatramanan Sethuraman and
Philip D. Baldoni and
Katherine A. Skinner and
James McMahon},
title = {Learning Which Side to Scan: Multi-View Informed Active Perception
with Side Scan Sonar for Autonomous Underwater Vehicles},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {8348--8354},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10611077},
doi = {10.1109/ICRA57147.2024.10611077},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/SethuramanBSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SivertsvikSM24,
author = {Matias Sivertsvik and
Kirill Sumskiy and
Ekrem Misimi},
title = {Learning active manipulation to target shapes with model-free, long-horizon
deep reinforcement learning},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {5411--5418},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10610033},
doi = {10.1109/ICRA57147.2024.10610033},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/SivertsvikSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/WeiLC24,
author = {Jiarong Wei and
Yancong Lin and
Holger Caesar},
title = {BaSAL: Size-Balanced Warm Start Active Learning for LiDAR Semantic
Segmentation},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {18258--18264},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10611122},
doi = {10.1109/ICRA57147.2024.10611122},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/WeiLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icrca/HouW24,
author = {Xiaonan Hou and
Chunlei Wang},
title = {Active Learning Method Based on Pseudo-labeling},
booktitle = {8th International Conference on Robotics, Control and Automation,
{ICRCA} 2024, Shanghai, China, January 12-14, 2024},
pages = {453--458},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRCA60878.2024.10649264},
doi = {10.1109/ICRCA60878.2024.10649264},
timestamp = {Sat, 21 Sep 2024 14:24:52 +0200},
biburl = {https://dblp.org/rec/conf/icrca/HouW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/MeirelesRMC24,
author = {Maria Alcimar Costa Meireles and
Sabrina Rocha and
Jos{\'{e}} Carlos Maldonado and
Tayana Conte},
title = {An experience report on the use of Active Learning in Empirical Software
Engineering Education: Understanding the pros and cons from the student's
perspective},
booktitle = {Proceedings of the 46th International Conference on Software Engineering:
Software Engineering Education and Training, SEET@ICSE 2024, Lisbon,
Portugal, April 14-20, 2024},
pages = {380--390},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3639474.3640077},
doi = {10.1145/3639474.3640077},
timestamp = {Mon, 24 Jun 2024 15:20:25 +0200},
biburl = {https://dblp.org/rec/conf/icse/MeirelesRMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/FajriPYP24,
author = {Ricky Maulana Fajri and
Yulong Pei and
Lu Yin and
Mykola Pechenizkiy},
editor = {Ioanna Miliou and
Nico Piatkowski and
Panagiotis Papapetrou},
title = {A Structural-Clustering Based Active Learning for Graph Neural Networks},
booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International
Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden,
April 24-26, 2024, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14641},
pages = {28--40},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-58547-0\_3},
doi = {10.1007/978-3-031-58547-0\_3},
timestamp = {Wed, 24 Apr 2024 16:58:29 +0200},
biburl = {https://dblp.org/rec/conf/ida/FajriPYP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/AugustoGCH24,
author = {Rafael Amauri Diniz Augusto and
Mohamad Ghassany and
Faten Chaieb and
Fouad Hadj{-}Selem},
editor = {Ilias Maglogiannis and
Lazaros S. Iliadis and
John MacIntyre and
Markos Avlonitis and
Antonios Papaleonidas},
title = {Active Learning with Unfiltered Informativeness Technique for Object
Detection},
booktitle = {Artificial Intelligence Applications and Innovations - 20th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2024, Corfu, Greece, June
27-30, 2024, Proceedings, Part {IV}},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {714},
pages = {252--262},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63223-5\_19},
doi = {10.1007/978-3-031-63223-5\_19},
timestamp = {Mon, 24 Jun 2024 16:54:30 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/AugustoGCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Kuchling24,
author = {Peter Kuchling},
title = {Exploration Techniques in Active Learning in Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--9},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10649980},
doi = {10.1109/IJCNN60899.2024.10649980},
timestamp = {Thu, 19 Sep 2024 10:41:53 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Kuchling24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiuCLTHW24,
author = {Ching{-}Hsuan Liu and
Chih{-}Ming Chen and
Jing{-}Kai Lou and
Ming{-}Feng Tsai and
Jiun{-}Lang Huang and
Chuan{-}Ju Wang},
title = {{SARA:} Semantic-assisted Reinforced Active Learning for Entity Alignment},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--10},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10650292},
doi = {10.1109/IJCNN60899.2024.10650292},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiuCLTHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SakaiMIKDIHS24,
author = {Yasufumi Sakai and
Naoki Matsumura and
Atsuki Inoue and
Hiroshi Kawaguchi and
Thang Dang and
Atsushi Ishikawa and
{\'{A}}rni Bj{\"{o}}rn H{\"{o}}skuldsson and
Egill Sk{\'{u}}lason},
title = {Active Learning for Graph Neural Networks Training in Catalyst Energy
Prediction},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10650978},
doi = {10.1109/IJCNN60899.2024.10650978},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SakaiMIKDIHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ShaoCLS24,
author = {Zhejie Shao and
Guoyong Cai and
Qinghua Liu and
Yunxian Shang},
title = {An Active Learning Framework for Continuous Rapid Rumor Detection
in Evolving Social Media},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10650445},
doi = {10.1109/IJCNN60899.2024.10650445},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ShaoCLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TianTKWTX24,
author = {Changhang Tian and
Shasha Tian and
Yilin Kang and
Hong Wang and
Jun Tie and
Shenhao Xu},
title = {{RASLS:} Reinforcement Learning Active {SLAM} Approach with Layout
Semantic},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10650250},
doi = {10.1109/IJCNN60899.2024.10650250},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/TianTKWTX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhouLYWZZ24,
author = {Xianwei Zhou and
Yifan Lin and
Songsen Yu and
Shiqi Wu and
Wencong Zhang and
Chulue Zhang},
title = {Context Embedding Similarity based Semi-Supervised Active Learning
for Time Series},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10650676},
doi = {10.1109/IJCNN60899.2024.10650676},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhouLYWZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/internetware/He0ZZWL24,
author = {Lianying He and
Dalin Zhang and
Dongqing Zhu and
Junwen Zhang and
Rui Wang and
Jiqiang Liu},
editor = {Hong Mei and
Jian Lv and
Abdelsalam Helal and
Xiaoxing Ma and
Shing{-}Chi Cheung and
Jie Zhang and
Tao Zhang},
title = {Path Exploration Strategy for Symbolic Execution based on Multi-strategy
Active Learning},
booktitle = {Proceedings of the 15th Asia-Pacific Symposium on Internetware, Internetware
2024, Macau, SAR, China, July 24-26, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3671016.3671403},
doi = {10.1145/3671016.3671403},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/internetware/He0ZZWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/HsiaXRC24,
author = {Chen{-}Chun Hsia and
Yanggang Xu and
Jiyuan Ren and
Xinlei Chen},
title = {Demo Abstract: {CARL:} Collaborative Altitude-Adaptive Reinforcement
Learning for Active Search with {UAV} Swarms},
booktitle = {23rd {ACM/IEEE} International Conference on Information Processing
in Sensor Networks, {IPSN} 2024, Hong Kong, May 13-16, 2024},
pages = {249--250},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IPSN61024.2024.00025},
doi = {10.1109/IPSN61024.2024.00025},
timestamp = {Tue, 16 Jul 2024 16:27:20 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/HsiaXRC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/RoshanitabriziNBTROBRSL24,
author = {Pooneh Roshanitabrizi and
Vishwesh Nath and
Kelsey Brown and
Alison Tompsett and
Joselyn Rwebembera and
Emmy Okello and
Andrea Z. Beaton and
Holger R. Roth and
Craig A. Sable and
Marius George Linguraru},
title = {Uncertainty-Driven Rheumatic Heart Disease Detection through Active
Learning},
booktitle = {{IEEE} International Symposium on Biomedical Imaging, {ISBI} 2024,
Athens, Greece, May 27-30, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISBI56570.2024.10635783},
doi = {10.1109/ISBI56570.2024.10635783},
timestamp = {Fri, 06 Sep 2024 21:02:06 +0200},
biburl = {https://dblp.org/rec/conf/isbi/RoshanitabriziNBTROBRSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/AtaKJCYAFJ24,
author = {Sezin Kircali Ata and
Zhi{-}Hui Kong and
Anusha James and
Lile Cai and
Kiat Seng Yeo and
Khin Mi Mi Aung and
Chuan Sheng Foo and
Ashish James},
title = {The Initialization Factor: Understanding its Impact on Active Learning
for Analog Circuit Design},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2024,
Singapore, May 19-22, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISCAS58744.2024.10558675},
doi = {10.1109/ISCAS58744.2024.10558675},
timestamp = {Tue, 16 Jul 2024 11:51:22 +0200},
biburl = {https://dblp.org/rec/conf/iscas/AtaKJCYAFJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/GongLL24,
author = {Cheng Gong and
Chio{-}Hong Leong and
Chi{-}Seng Lam},
title = {Deterministic Policy Gradient based Reinforcement Learning for Current
Control of Hybrid Active Power Filter},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2024,
Singapore, May 19-22, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISCAS58744.2024.10557999},
doi = {10.1109/ISCAS58744.2024.10557999},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/GongLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismr/JohnsonMY24,
author = {C. Johnson and
Jairo Maldonado{-}Contreras and
Aaron J. Young},
title = {Accelerating Constrained Continual Learning with Dynamic Active Learning:
{A} Study in Adaptive Speed Estimation for Lower-Limb Prostheses},
booktitle = {International Symposium on Medical Robotics, {ISMR} 2024, Atlanta,
GA, USA, June 3-5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISMR63436.2024.10585934},
doi = {10.1109/ISMR63436.2024.10585934},
timestamp = {Thu, 01 Aug 2024 13:48:21 +0200},
biburl = {https://dblp.org/rec/conf/ismr/JohnsonMY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iticse/ChenN24,
author = {Yige Chen and
Bernardo Pereira Nunes},
editor = {Mattia Monga and
Violetta Lonati and
Erik Barendsen and
Judithe Sheard and
James Paterson},
title = {Stubents: Videos Created by and for Students, Active Learning Resources
in Large and Diverse Computer Science Classrooms},
booktitle = {Proceedings of the 2024 on Innovation and Technology in Computer Science
Education V. 1, ITiCSE 2024, Milan, Italy, July 8-10, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3649217.3653569},
doi = {10.1145/3649217.3653569},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iticse/ChenN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/ThomasOS24,
author = {Ian Thomas and
Song Young Oh and
Danielle Albers Szafir},
title = {Assessing User Trust in Active Learning Systems: Insights from Query
Policy and Uncertainty Visualization},
booktitle = {Proceedings of the 29th International Conference on Intelligent User
Interfaces, {IUI} 2024, Greenville, SC, USA, March 18-21, 2024},
pages = {772--786},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640543.3645207},
doi = {10.1145/3640543.3645207},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/ThomasOS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/GhitaAZGCMTK24,
author = {Ahmed Ghita and
Bj{\o}rk Antoniussen and
Walter Zimmer and
Ross Greer and
Christian Cre{\ss} and
Andreas M{\o}gelmose and
Mohan M. Trivedi and
Alois C. Knoll},
title = {ActiveAnno3D - An Active Learning Framework for Multi-Modal 3D Object
Detection},
booktitle = {{IEEE} Intelligent Vehicles Symposium, {IV} 2024, Jeju Island, Republic
of Korea, June 2-5, 2024},
pages = {1699--1706},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IV55156.2024.10588452},
doi = {10.1109/IV55156.2024.10588452},
timestamp = {Wed, 31 Jul 2024 16:00:27 +0200},
biburl = {https://dblp.org/rec/conf/ivs/GhitaAZGCMTK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/RiveraNL24,
author = {Esteban Rivera and
Ana Clara Serra Do Nascimento and
Markus Lienkamp},
title = {Camera-LiDAR Inconsistency Analysis for Active Learning in Object
Detection},
booktitle = {{IEEE} Intelligent Vehicles Symposium, {IV} 2024, Jeju Island, Republic
of Korea, June 2-5, 2024},
pages = {97--103},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IV55156.2024.10588859},
doi = {10.1109/IV55156.2024.10588859},
timestamp = {Wed, 31 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ivs/RiveraNL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaoSYC24,
author = {Heyang Gao and
Zexu Sun and
Hao Yang and
Xu Chen},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Policy-Based Bayesian Active Causal Discovery with Deep Reinforcement
Learning},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {839--850},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671705},
doi = {10.1145/3637528.3671705},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GaoSYC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PengWCSYWC24,
author = {Cheng Peng and
Haobo Wang and
Ke Chen and
Lidan Shou and
Chang Yao and
Runze Wu and
Gang Chen},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {CoMAL: Contrastive Active Learning for Multi-Label Text Classification},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {2364--2375},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671754},
doi = {10.1145/3637528.3671754},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PengWCSYWC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Xu0QZWS24,
author = {Feiyang Xu and
Shunyu Liu and
Yunpeng Qing and
Yihe Zhou and
Yuwen Wang and
Mingli Song},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Temporal Prototype-Aware Learning for Active Voltage Control on Power
Distribution Networks},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {3598--3609},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671790},
doi = {10.1145/3637528.3671790},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Xu0QZWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/KathGS24,
author = {Hannes Kath and
Thiago S. Gouv{\^{e}}a and
Daniel Sonntag},
editor = {Andreas Hotho and
Sebastian Rudolph},
title = {Active Learning in Multi-label Classification of Bioacoustic Data},
booktitle = {{KI} 2024: Advances in Artificial Intelligence - 47th German Conference
on AI, W{\"{u}}rzburg, Germany, September 25-27, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14992},
pages = {114--127},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70893-0\_9},
doi = {10.1007/978-3-031-70893-0\_9},
timestamp = {Wed, 04 Sep 2024 21:11:47 +0200},
biburl = {https://dblp.org/rec/conf/ki/KathGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/MingLLHW24,
author = {Xuran Ming and
Shoubin Li and
Mingyang Li and
Lvlong He and
Qing Wang},
editor = {Cungeng Cao and
Huajun Chen and
Liang Zhao and
Junaid Arshad and
A. Taufiq Asyhari and
Yonghao Wang},
title = {AutoLabel: Automated Textual Data Annotation Method Based on Active
Learning and Large Language Model},
booktitle = {Knowledge Science, Engineering and Management - 17th International
Conference, {KSEM} 2024, Birmingham, UK, August 16-18, 2024, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14887},
pages = {400--411},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-5501-1\_30},
doi = {10.1007/978-981-97-5501-1\_30},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/ksem/MingLLHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/XingHLZDWG24,
author = {Chengli Xing and
Tianxiang Hu and
Ninglin Liao and
Minghui Zhang and
Dongdong Du and
Yupeng Wu and
Qing Gao},
editor = {Cungeng Cao and
Huajun Chen and
Liang Zhao and
Junaid Arshad and
A. Taufiq Asyhari and
Yonghao Wang},
title = {Active Learning for Low-Resource Project-Specific Code Summarization},
booktitle = {Knowledge Science, Engineering and Management - 17th International
Conference, {KSEM} 2024, Birmingham, UK, August 16-18, 2024, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14888},
pages = {48--57},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-5489-2\_5},
doi = {10.1007/978-981-97-5489-2\_5},
timestamp = {Tue, 20 Aug 2024 07:54:45 +0200},
biburl = {https://dblp.org/rec/conf/ksem/XingHLZDWG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/ZhuXZWXY24,
author = {Yong Zhu and
Shuai Xiao and
Zhuo Zhang and
Jiabao Wen and
Meng Xi and
Jiachen Yang},
editor = {Cungeng Cao and
Huajun Chen and
Liang Zhao and
Junaid Arshad and
A. Taufiq Asyhari and
Yonghao Wang},
title = {An Konwledge-Based Semi-supervised Active Learning Method for Precision
Pest Disease Diagnostic},
booktitle = {Knowledge Science, Engineering and Management - 17th International
Conference, {KSEM} 2024, Birmingham, UK, August 16-18, 2024, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14884},
pages = {136--147},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-5492-2\_11},
doi = {10.1007/978-981-97-5492-2\_11},
timestamp = {Thu, 08 Aug 2024 08:55:14 +0200},
biburl = {https://dblp.org/rec/conf/ksem/ZhuXZWXY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miua/GalterSMCSA24,
author = {Isabella Galter and
Elida Schneltzer and
Carsten Marr and
IMPC Consortium and
Nadine Spielmann and
Martin Hrab{\'{e}} de Angelis},
editor = {Moi Hoon Yap and
Connah Kendrick and
Ardhendu Behera and
Timothy Cootes and
Reyer Zwiggelaar},
title = {EchoVisuAL: Efficient Segmentation of Echocardiograms Using Deep Active
Learning},
booktitle = {Medical Image Understanding and Analysis - 28th Annual Conference,
{MIUA} 2024, Manchester, UK, July 24-26, 2024, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14860},
pages = {366--381},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-66958-3\_27},
doi = {10.1007/978-3-031-66958-3\_27},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miua/GalterSMCSA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/Lesci024,
author = {Pietro Lesci and
Andreas Vlachos},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {AnchorAL: Computationally Efficient Active Learning for Large and
Imbalanced Datasets},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {8445--8464},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.467},
doi = {10.18653/V1/2024.NAACL-LONG.467},
timestamp = {Thu, 29 Aug 2024 17:13:57 +0200},
biburl = {https://dblp.org/rec/conf/naacl/Lesci024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LuoYMLGQZZ24,
author = {Yun Luo and
Zhen Yang and
Fandong Meng and
Yingjie Li and
Fang Guo and
Qinglin Qi and
Jie Zhou and
Yue Zhang},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {{XAL:} EXplainable Active Learning Makes Classifiers Better Low-resource
Learners},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {6676--6698},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.372},
doi = {10.18653/V1/2024.NAACL-LONG.372},
timestamp = {Fri, 30 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/LuoYMLGQZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/XiaL0KRRML24,
author = {Yu Xia and
Xu Liu and
Tong Yu and
Sungchul Kim and
Ryan A. Rossi and
Anup B. Rao and
Tung Mai and
Shuai Li},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Hallucination Diversity-Aware Active Learning for Text Summarization},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {8665--8677},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.479},
doi = {10.18653/V1/2024.NAACL-LONG.479},
timestamp = {Fri, 30 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/XiaL0KRRML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/BohnkeFB24,
author = {B{\'{e}}la H. B{\"{o}}hnke and
Edouard Fouch{\'{e}} and
Klemens B{\"{o}}hm},
editor = {De{-}Nian Yang and
Xing Xie and
Vincent S. Tseng and
Jian Pei and
Jen{-}Wei Huang and
Jerry Chun{-}Wei Lin},
title = {{DEAL:} Data-Efficient Active Learning for Regression Under Drift},
booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
Taiwan, May 7-10, 2024, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14650},
pages = {188--200},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-2266-2\_15},
doi = {10.1007/978-981-97-2266-2\_15},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/BohnkeFB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MaoliniyaziMMP24,
author = {Aishan Maoliniyazi and
Chaohong Ma and
Xiaofeng Meng and
Yingtao Peng},
editor = {De{-}Nian Yang and
Xing Xie and
Vincent S. Tseng and
Jian Pei and
Jen{-}Wei Huang and
Jerry Chun{-}Wei Lin},
title = {{LEAF:} {A} Less Expert Annotation Framework with Active Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
Taiwan, May 7-10, 2024, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14647},
pages = {369--384},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-2259-4\_28},
doi = {10.1007/978-981-97-2259-4\_28},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/MaoliniyaziMMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BanerjeeDAHM24,
author = {Somnath Banerjee and
Avik Dutta and
Aaditya Agrawal and
Rima Hazra and
Animesh Mukherjee},
editor = {Albert Bifet and
Tomas Krilavicius and
Ioanna Miliou and
Slawomir Nowaczyk},
title = {DistALANER: Distantly Supervised Active Learning Augmented Named Entity
Recognition in the Open Source Software Ecosystem},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2024, Vilnius,
Lithuania, September 9-13, 2024, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {14950},
pages = {313--331},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70381-2\_20},
doi = {10.1007/978-3-031-70381-2\_20},
timestamp = {Wed, 11 Sep 2024 11:32:11 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BanerjeeDAHM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GilhuberBMS24,
author = {Sandra Gilhuber and
Anna Beer and
Yunpu Ma and
Thomas Seidl},
editor = {Albert Bifet and
Jesse Davis and
Tomas Krilavicius and
Meelis Kull and
Eirini Ntoutsi and
Indre Zliobaite},
title = {{FALCUN:} {A} Simple and Efficient Deep Active Learning Strategy},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September
9-13, 2024, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14943},
pages = {421--439},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70352-2\_25},
doi = {10.1007/978-3-031-70352-2\_25},
timestamp = {Fri, 06 Sep 2024 21:44:21 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GilhuberBMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KholodnaJKGG24,
author = {Nataliia Kholodna and
Sahib Julka and
Mohammad Khodadadi and
Muhammed Nurullah Gumus and
Michael Granitzer},
editor = {Albert Bifet and
Tomas Krilavicius and
Ioanna Miliou and
Slawomir Nowaczyk},
title = {LLMs in the Loop: Leveraging Large Language Model Annotations for
Active Learning in Low-Resource Languages},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2024, Vilnius,
Lithuania, September 9-13, 2024, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {14950},
pages = {397--412},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70381-2\_25},
doi = {10.1007/978-3-031-70381-2\_25},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KholodnaJKGG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PandeyAHAA24,
author = {Chetraj Pandey and
Temitope Adeyeha and
Jinsu Hong and
Rafal A. Angryk and
Berkay Aydin},
editor = {Albert Bifet and
Tomas Krilavicius and
Ioanna Miliou and
Slawomir Nowaczyk},
title = {Advancing Solar Flare Prediction Using Deep Learning with Active Region
Patches},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2024, Vilnius,
Lithuania, September 9-13, 2024, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {14950},
pages = {50--65},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70381-2\_4},
doi = {10.1007/978-3-031-70381-2\_4},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PandeyAHAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robovis/MarnetBGW24,
author = {Luiza Ribeiro Marnet and
Yury Brodskiy and
Stella Grasshof and
Andrzej Wasowski},
editor = {Joaquim Filipe and
Juha R{\"{o}}ning},
title = {Uncertainty Driven Active Learning for Image Segmentation in Underwater
Inspection},
booktitle = {Robotics, Computer Vision and Intelligent Systems - 4th International
Conference, {ROBOVIS} 2024, Rome, Italy, February 25-27, 2024, Proceedings},
series = {Communications in Computer and Information Science},
volume = {2077},
pages = {66--81},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-59057-3\_5},
doi = {10.1007/978-3-031-59057-3\_5},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/robovis/MarnetBGW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/BaimaCLLCR24,
author = {Renan Lima Baima and
Tiago Miguel Barao Caetano and
Ana Carolina Oliveira Lima and
Em{\'{\i}}lia Oliveira Lima Leal and
Tiago Miguel Pereira Candeias and
Silvia Maria Dias Pedro Rebou{\c{c}}as},
editor = {Jiman Hong and
Juw Won Park},
title = {Hybrid Active Teaching Methodology for Learning Development: {A} Self-assessment
Case Study Report in Computer Engineering},
booktitle = {Proceedings of the 39th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2024, Avila, Spain, April 8-12, 2024},
pages = {1180--1184},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3605098.3636132},
doi = {10.1145/3605098.3636132},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/BaimaCLLCR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChiQW024,
author = {Hongliang Chi and
Cong Qi and
Suhang Wang and
Yao Ma},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Active Learning for Graphs with Noisy Structures},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {262--270},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.30},
doi = {10.1137/1.9781611978032.30},
timestamp = {Wed, 03 Jul 2024 17:08:12 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChiQW024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/secrypt/OrsiniH24,
author = {Helene Orsini and
Yufei Han},
editor = {Sabrina De Capitani di Vimercati and
Pierangela Samarati},
title = {{DYNAMO:} Towards Network Attack Campaign Attribution via Density-Aware
Active Learning},
booktitle = {Proceedings of the 21st International Conference on Security and Cryptography,
{SECRYPT} 2024, Dijon, France, July 8-10, 2024},
pages = {91--102},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012759100003767},
doi = {10.5220/0012759100003767},
timestamp = {Thu, 05 Sep 2024 14:21:37 +0200},
biburl = {https://dblp.org/rec/conf/secrypt/OrsiniH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/GarciaR24,
author = {Pedro Guillermo Feij{\'{o}}o Garc{\'{\i}}a and
Nimisha Roy},
editor = {Ben Stephenson and
Jeffrey A. Stone and
Lina Battestilli and
Samuel A. Rebelsky and
Libby Shoop},
title = {Active Learning at Large-Scale: Using Video Tutorials to Learn by
Teaching},
booktitle = {Proceedings of the 55th {ACM} Technical Symposium on Computer Science
Education, {SIGCSE} 2024, Volume 2, Portland, OR, USA, March 20-23,
2024},
pages = {1932},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626253.3635354},
doi = {10.1145/3626253.3635354},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcse/GarciaR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/syscon/DasSSSF24,
author = {Shemonto Das and
Vimal Simha and
Joshua Swamidas and
Am{\'{\i}}lcar Soares and
Vinicius Prado da Fonseca},
title = {Unbalanced Fault Classification Using Active Learning in Synthetic
Fiber Manufacturing Process},
booktitle = {{IEEE} International Systems Conference, SysCon 2024, Montreal, QC,
Canada, April 15-18, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SysCon61195.2024.10553615},
doi = {10.1109/SYSCON61195.2024.10553615},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/syscon/DasSSSF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/syscon/HuangAYK24,
author = {Hanyi Huang and
Adetokunbo Arogbonlo and
Samson Yu and
Lee Chung Kwek},
title = {Reinforcement Learning Integrated Active Force Control for Five-link
Biped Robots},
booktitle = {{IEEE} International Systems Conference, SysCon 2024, Montreal, QC,
Canada, April 15-18, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SysCon61195.2024.10553408},
doi = {10.1109/SYSCON61195.2024.10553408},
timestamp = {Thu, 27 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/syscon/HuangAYK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tacas/KrugerJR24,
author = {Loes Kruger and
Sebastian Junges and
Jurriaan Rot},
editor = {Bernd Finkbeiner and
Laura Kov{\'{a}}cs},
title = {Small Test Suites for Active Automata Learning},
booktitle = {Tools and Algorithms for the Construction and Analysis of Systems
- 30th International Conference, {TACAS} 2024, Held as Part of the
European Joint Conferences on Theory and Practice of Software, {ETAPS}
2024, Luxembourg City, Luxembourg, April 6-11, 2024, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14571},
pages = {109--129},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-57249-4\_6},
doi = {10.1007/978-3-031-57249-4\_6},
timestamp = {Sat, 08 Jun 2024 13:13:56 +0200},
biburl = {https://dblp.org/rec/conf/tacas/KrugerJR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tai4h/LeNTZZZD24,
author = {Linh Le and
Minh{-}Tien Nguyen and
Khai Phan Tran and
Genghong Zhao and
Xia Zhang and
Guido Zuccon and
Gianluca Demartini},
editor = {Hao Chen and
Yuyin Zhou and
Daguang Xu and
Varut Vince Vardhanabhuti},
title = {Stochastic Featurization for Active Learning},
booktitle = {Trustworthy Artificial Intelligence for Healthcare - Second International
Workshop, {TAI4H} 2024, Jeju, South Korea, August 4, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14812},
pages = {52--65},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-67751-9\_5},
doi = {10.1007/978-3-031-67751-9\_5},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tai4h/LeNTZZZD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tsd/MorenoAcevedoVMA24,
author = {Santiago Andres Moreno{-}Acevedo and
Juan Camilo V{\'{a}}squez{-}Correa and
Juan M. Mart{\'{\i}}n{-}Do{\~{n}}as and
Aitor {\'{A}}lvarez},
editor = {Elmar N{\"{o}}th and
Ales Hor{\'{a}}k and
Petr Sojka},
title = {Stream-based Active Learning for Speech Emotion Recognition via Hybrid
Data Selection and Continuous Learning},
booktitle = {Text, Speech, and Dialogue - 27th International Conference, {TSD}
2024, Brno, Czech Republic, September 9-13, 2024, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {15049},
pages = {105--117},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70566-3\_10},
doi = {10.1007/978-3-031-70566-3\_10},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tsd/MorenoAcevedoVMA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visigrapp/RiedlingerSKGR24,
author = {Tobias Riedlinger and
Marius Schubert and
Karsten Kahl and
Hanno Gottschalk and
Matthias Rottmann},
editor = {Petia Radeva and
Antonino Furnari and
Kadi Bouatouch and
A. Augusto de Sousa},
title = {Towards Rapid Prototyping and Comparability in Active Learning for
Deep Object Detection},
booktitle = {Proceedings of the 19th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2024, Volume 2: VISAPP, Rome, Italy, February 27-29, 2024},
pages = {366--374},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012315400003660},
doi = {10.5220/0012315400003660},
timestamp = {Mon, 08 Apr 2024 14:14:40 +0200},
biburl = {https://dblp.org/rec/conf/visigrapp/RiedlingerSKGR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visigrapp/SchubertRKR24,
author = {Marius Schubert and
Tobias Riedlinger and
Karsten Kahl and
Matthias Rottmann},
editor = {Petia Radeva and
Antonino Furnari and
Kadi Bouatouch and
A. Augusto de Sousa},
title = {Deep Active Learning with Noisy Oracle in Object Detection},
booktitle = {Proceedings of the 19th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2024, Volume 2: VISAPP, Rome, Italy, February 27-29, 2024},
pages = {375--384},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012315800003660},
doi = {10.5220/0012315800003660},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visigrapp/SchubertRKR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/BeckKKI24,
author = {Nathan Beck and
Krishnateja Killamsetty and
Suraj Kothawade and
Rishabh K. Iyer},
title = {Beyond Active Learning: Leveraging the Full Potential of Human Interaction
via Auto-Labeling, Human Correction, and Human Verification},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {2869--2877},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00286},
doi = {10.1109/WACV57701.2024.00286},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/BeckKKI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ChowdhuryHM24,
author = {Shaif Chowdhury and
Greg Hamerly and
Monica E. McGarrity},
title = {Active Learning Strategy Using Contrastive Learning and K-means for
Aquatic Invasive Species Recognition},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops,
{WACVW} 2024 - Workshops, Waikoloa, HI, USA, January 1-6, 2024},
pages = {848--858},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACVW60836.2024.00097},
doi = {10.1109/WACVW60836.2024.00097},
timestamp = {Tue, 30 Apr 2024 09:16:29 +0200},
biburl = {https://dblp.org/rec/conf/wacv/ChowdhuryHM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/Hekimoglu0M24,
author = {Aral Hekimoglu and
Michael Schmidt and
Alvaro Marcos{-}Ramiro},
title = {Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active
Learning},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {2335--2344},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00234},
doi = {10.1109/WACV57701.2024.00234},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/Hekimoglu0M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/Hekimoglu0M24a,
author = {Aral Hekimoglu and
Michael Schmidt and
Alvaro Marcos{-}Ramiro},
title = {Active Learning with Task Consistency and Diversity in Multi-Task
Networks},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {2491--2500},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00249},
doi = {10.1109/WACV57701.2024.00249},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/Hekimoglu0M24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/Kanebako24,
author = {Yusuke Kanebako},
title = {Critical Gap Between Generalization Error and Empirical Error in Active
Learning},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {2759--2767},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00275},
doi = {10.1109/WACV57701.2024.00275},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/Kanebako24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/StojnicLT24,
author = {Vladan Stojnic and
Zakaria Laskar and
Giorgos Tolias},
title = {Training Ensembles with Inliers and Outliers for Semi-supervised Active
Learning},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {259--268},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00033},
doi = {10.1109/WACV57701.2024.00033},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/StojnicLT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/TaketsuguU24,
author = {Hiromu Taketsugu and
Norimichi Ukita},
title = {Active Transfer Learning for Efficient Video-Specific Human Pose Estimation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {1869--1879},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00189},
doi = {10.1109/WACV57701.2024.00189},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/TaketsuguU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/WuMZRS24,
author = {Fei Wu and
Pablo M{\'{a}}rquez{-}Neila and
Mingyi Zheng and
Hedyeh Rafii{-}Tari and
Raphael Sznitman},
title = {Correlation-aware active learning for surgery video segmentation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {1999--2009},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00201},
doi = {10.1109/WACV57701.2024.00201},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/WuMZRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/YamaniALGG24,
author = {Asma Yamani and
Albandari Alyami and
Hamzah Luqman and
Bernard Ghanem and
Silvio Giancola},
title = {Active Learning for Single-Stage Object Detection in {UAV} Images},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {1849--1858},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00187},
doi = {10.1109/WACV57701.2024.00187},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/YamaniALGG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcre/LiuZ24,
author = {Dexin Liu and
Shikun Zhang},
title = {{ALANCA:} Active Learning Guided Adversarial Attacks for Code Comprehension
on Diverse Pre-trained and Large Language Models},
booktitle = {{IEEE} International Conference on Software Analysis, Evolution and
Reengineering, {SANER} 2024, Rovaniemi, Finland, March 12-15, 2024},
pages = {602--613},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SANER60148.2024.00067},
doi = {10.1109/SANER60148.2024.00067},
timestamp = {Tue, 30 Jul 2024 11:08:59 +0200},
biburl = {https://dblp.org/rec/conf/wcre/LiuZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wons/StoltidisCK24,
author = {Alexandros Stoltidis and
Kostas Choumas and
Thanasis Korakis},
title = {Active Queue Management in Disaggregated 5G and Beyond Cellular Networks
Using Machine Learning},
booktitle = {19th Wireless On-Demand Network Systems and Services Conference, {WONS}
2024, Chamonix, France, January 29-31, 2024},
pages = {113--120},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.23919/WONS60642.2024.10449568},
doi = {10.23919/WONS60642.2024.10449568},
timestamp = {Wed, 13 Mar 2024 19:10:53 +0100},
biburl = {https://dblp.org/rec/conf/wons/StoltidisCK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WangZKH24,
author = {Zixiao Wang and
Zhenzhe Zheng and
Yanrong Kang and
Jiani Huang},
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s Mu{\~{n}}oz Medina and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {Cost-Effective Active Learning for Bid Exploration in Online Advertising},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {788--796},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635839},
doi = {10.1145/3616855.3635839},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/WangZKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YuYY24,
author = {Weijian Yu and
Jie Yang and
Dingqi Yang},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Robust Link Prediction over Noisy Hyper-Relational Knowledge Graphs
via Active Learning},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {2282--2293},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645686},
doi = {10.1145/3589334.3645686},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YuYY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-00086,
author = {Si Zhang and
Philip W. L. Fong},
title = {Quantifying Policy Administration Cost in an Active Learning Framework},
journal = {CoRR},
volume = {abs/2401.00086},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.00086},
doi = {10.48550/ARXIV.2401.00086},
eprinttype = {arXiv},
eprint = {2401.00086},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-00086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01690,
author = {Abhishek Sinha and
Shreya Singh},
title = {Zero-shot Active Learning Using Self Supervised Learning},
journal = {CoRR},
volume = {abs/2401.01690},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01690},
doi = {10.48550/ARXIV.2401.01690},
eprinttype = {arXiv},
eprint = {2401.01690},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04007,
author = {Alex LaGrassa and
Moonyoung Lee and
Oliver Kroemer},
title = {Task-Oriented Active Learning of Model Preconditions for Inaccurate
Dynamics Models},
journal = {CoRR},
volume = {abs/2401.04007},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04007},
doi = {10.48550/ARXIV.2401.04007},
eprinttype = {arXiv},
eprint = {2401.04007},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04305,
author = {Andreas Kirsch},
title = {Advancing Deep Active Learning {\&} Data Subset Selection: Unifying
Principles with Information-Theory Intuitions},
journal = {CoRR},
volume = {abs/2401.04305},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04305},
doi = {10.48550/ARXIV.2401.04305},
eprinttype = {arXiv},
eprint = {2401.04305},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04397,
author = {Oskar Keurulainen and
Gokhan Alcan and
Ville Kyrki},
title = {The Role of Higher-Order Cognitive Models in Active Learning},
journal = {CoRR},
volume = {abs/2401.04397},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04397},
doi = {10.48550/ARXIV.2401.04397},
eprinttype = {arXiv},
eprint = {2401.04397},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05568,
author = {Jonathan Vandermause and
Anders Johansson and
Yucong Miao and
Joost J. Vlassak and
Boris Kozinsky},
title = {Phase discovery with active learning: Application to structural phase
transitions in equiatomic NiTi},
journal = {CoRR},
volume = {abs/2401.05568},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05568},
doi = {10.48550/ARXIV.2401.05568},
eprinttype = {arXiv},
eprint = {2401.05568},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07081,
author = {Zhichao Zhang and
Zhaoxin Zhang and
Yanan Cheng and
Ning Li},
title = {6Rover: Leveraging Reinforcement Learning-based Address Pattern Mining
Approach for Discovering Active Targets in IPv6 Unseeded Space},
journal = {CoRR},
volume = {abs/2401.07081},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07081},
doi = {10.48550/ARXIV.2401.07081},
eprinttype = {arXiv},
eprint = {2401.07081},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07367,
author = {Xuesong Wang},
title = {Active Learning for {NLP} with Large Language Models},
journal = {CoRR},
volume = {abs/2401.07367},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07367},
doi = {10.48550/ARXIV.2401.07367},
eprinttype = {arXiv},
eprint = {2401.07367},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07395,
author = {Wei Tan and
Ngoc Dang Nguyen and
Lan Du and
Wray L. Buntine},
title = {Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label
Text Classification},
journal = {CoRR},
volume = {abs/2401.07395},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07395},
doi = {10.48550/ARXIV.2401.07395},
eprinttype = {arXiv},
eprint = {2401.07395},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07639,
author = {G{\'{a}}bor N{\'{e}}meth and
Tam{\'{a}}s Matuszka},
title = {Compute-Efficient Active Learning},
journal = {CoRR},
volume = {abs/2401.07639},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07639},
doi = {10.48550/ARXIV.2401.07639},
eprinttype = {arXiv},
eprint = {2401.07639},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08038,
author = {Wenjun Qiu and
David Lie and
Lisa M. Austin},
title = {Calpric: Inclusive and Fine-grain Labeling of Privacy Policies with
Crowdsourcing and Active Learning},
journal = {CoRR},
volume = {abs/2401.08038},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08038},
doi = {10.48550/ARXIV.2401.08038},
eprinttype = {arXiv},
eprint = {2401.08038},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-09787,
author = {Seong Jin Cho and
Gwangsu Kim and
Junghyun Lee and
Jinwoo Shin and
Chang D. Yoo},
title = {Querying Easily Flip-flopped Samples for Deep Active Learning},
journal = {CoRR},
volume = {abs/2401.09787},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.09787},
doi = {10.48550/ARXIV.2401.09787},
eprinttype = {arXiv},
eprint = {2401.09787},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-09787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12703,
author = {Loes Kruger and
Sebastian Junges and
Jurriaan Rot},
title = {Small Test Suites for Active Automata Learning},
journal = {CoRR},
volume = {abs/2401.12703},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12703},
doi = {10.48550/ARXIV.2401.12703},
eprinttype = {arXiv},
eprint = {2401.12703},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12722,
author = {Ki Hyun Tae and
Hantian Zhang and
Jaeyoung Park and
Kexin Rong and
Steven Euijong Whang},
title = {Falcon: Fair Active Learning using Multi-armed Bandits},
journal = {CoRR},
volume = {abs/2401.12722},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12722},
doi = {10.48550/ARXIV.2401.12722},
eprinttype = {arXiv},
eprint = {2401.12722},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13210,
author = {Wenjing Chang and
Kay Liu and
Kaize Ding and
Philip S. Yu and
Jianjun Yu},
title = {Multitask Active Learning for Graph Anomaly Detection},
journal = {CoRR},
volume = {abs/2401.13210},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13210},
doi = {10.48550/ARXIV.2401.13210},
eprinttype = {arXiv},
eprint = {2401.13210},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14555,
author = {Sanket Rajan Gupte and
Josiah Aklilu and
Jeffrey J. Nirschl and
Serena Yeung{-}Levy},
title = {Revisiting Active Learning in the Era of Vision Foundation Models},
journal = {CoRR},
volume = {abs/2401.14555},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14555},
doi = {10.48550/ARXIV.2401.14555},
eprinttype = {arXiv},
eprint = {2401.14555},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14992,
author = {Victor Christen and
Daniel Obraczka and
Marvin Hofer and
Martin Franke and
Erhard Rahm},
title = {Graph-based Active Learning for Entity Cluster Repair},
journal = {CoRR},
volume = {abs/2401.14992},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14992},
doi = {10.48550/ARXIV.2401.14992},
eprinttype = {arXiv},
eprint = {2401.14992},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15721,
author = {Bonaventure F. P. Dossou},
title = {A Study of Acquisition Functions for Medical Imaging Deep Active Learning},
journal = {CoRR},
volume = {abs/2401.15721},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15721},
doi = {10.48550/ARXIV.2401.15721},
eprinttype = {arXiv},
eprint = {2401.15721},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15721.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16298,
author = {Siteng Ma and
Haochang Wu and
Aonghus Lawlor and
Ruihai Dong},
title = {Breaking the Barrier: Selective Uncertainty-based Active Learning
for Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2401.16298},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16298},
doi = {10.48550/ARXIV.2401.16298},
eprinttype = {arXiv},
eprint = {2401.16298},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16634,
author = {Ross Greer and
Bj{\o}rk Antoniussen and
Mathias V. Andersen and
Andreas M{\o}gelmose and
Mohan M. Trivedi},
title = {The Why, When, and How to Use Active Learning in Large-Data-Driven
3D Object Detection for Safe Autonomous Driving: An Empirical Exploration},
journal = {CoRR},
volume = {abs/2401.16634},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16634},
doi = {10.48550/ARXIV.2401.16634},
eprinttype = {arXiv},
eprint = {2401.16634},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16982,
author = {Ali Muzaffar and
Hani Ragab Hassen and
Hind Zantout and
Michael A. Lones},
title = {ActDroid: An active learning framework for Android malware detection},
journal = {CoRR},
volume = {abs/2401.16982},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16982},
doi = {10.48550/ARXIV.2401.16982},
eprinttype = {arXiv},
eprint = {2401.16982},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01106,
author = {Advaith Venkatramanan Sethuraman and
Philip D. Baldoni and
Katherine A. Skinner and
James McMahon},
title = {Learning Which Side to Scan: Multi-View Informed Active Perception
with Side Scan Sonar for Autonomous Underwater Vehicles},
journal = {CoRR},
volume = {abs/2402.01106},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01106},
doi = {10.48550/ARXIV.2402.01106},
eprinttype = {arXiv},
eprint = {2402.01106},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01195,
author = {Henrik Schopmans and
Pascal Friederich},
title = {Conditional Normalizing Flows for Active Learning of Coarse-Grained
Molecular Representations},
journal = {CoRR},
volume = {abs/2402.01195},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01195},
doi = {10.48550/ARXIV.2402.01195},
eprinttype = {arXiv},
eprint = {2402.01195},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01577,
author = {Mihai Croicu},
title = {Deep Active Learning for Data Mining from Conflict Text Corpora},
journal = {CoRR},
volume = {abs/2402.01577},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01577},
doi = {10.48550/ARXIV.2402.01577},
eprinttype = {arXiv},
eprint = {2402.01577},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02110,
author = {Guang{-}Yuan Hao and
Hengguan Huang and
Haotian Wang and
Jie Gao and
Hao Wang},
title = {Composite Active Learning: Towards Multi-Domain Active Learning with
Theoretical Guarantees},
journal = {CoRR},
volume = {abs/2402.02110},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02110},
doi = {10.48550/ARXIV.2402.02110},
eprinttype = {arXiv},
eprint = {2402.02110},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02321,
author = {Hongliang Chi and
Cong Qi and
Suhang Wang and
Yao Ma},
title = {Active Learning for Graphs with Noisy Structures},
journal = {CoRR},
volume = {abs/2402.02321},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02321},
doi = {10.48550/ARXIV.2402.02321},
eprinttype = {arXiv},
eprint = {2402.02321},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02561,
author = {Han Yuan and
Chuan Hong},
title = {Foundation Model Makes Clustering a Better Initialization for Active
Learning},
journal = {CoRR},
volume = {abs/2402.02561},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02561},
doi = {10.48550/ARXIV.2402.02561},
eprinttype = {arXiv},
eprint = {2402.02561},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03235,
author = {Ahmed Ghita and
Bj{\o}rk Antoniussen and
Walter Zimmer and
Ross Greer and
Christian Cre{\ss} and
Andreas M{\o}gelmose and
Mohan M. Trivedi and
Alois C. Knoll},
title = {ActiveAnno3D - An Active Learning Framework for Multi-Modal 3D Object
Detection},
journal = {CoRR},
volume = {abs/2402.03235},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03235},
doi = {10.48550/ARXIV.2402.03235},
eprinttype = {arXiv},
eprint = {2402.03235},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04896,
author = {Nasim Soltani and
Jifan Zhang and
Batool Salehi and
Debashri Roy and
Robert D. Nowak and
Kaushik R. Chowdhury},
title = {Learning from the Best: Active Learning for Wireless Communications},
journal = {CoRR},
volume = {abs/2402.04896},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04896},
doi = {10.48550/ARXIV.2402.04896},
eprinttype = {arXiv},
eprint = {2402.04896},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06020,
author = {Renan Lima Baima and
Tiago Miguel Barao Caetano and
Ana Carolina Oliveira Lima and
Em{\'{\i}}lia Oliveira Lima Leal and
Tiago Miguel Pereira Candeias and
Silvia Maria Dias Pedro Rebou{\c{c}}as},
title = {Hybrid Active Teaching Methodology for Learning Development: {A} Self-assessment
Case Study Report in Computer Engineering},
journal = {CoRR},
volume = {abs/2402.06020},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06020},
doi = {10.48550/ARXIV.2402.06020},
eprinttype = {arXiv},
eprint = {2402.06020},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06045,
author = {Zhuokai Zhao and
Yibo Jiang and
Yuxin Chen},
title = {Direct Acquisition Optimization for Low-Budget Active Learning},
journal = {CoRR},
volume = {abs/2402.06045},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06045},
doi = {10.48550/ARXIV.2402.06045},
eprinttype = {arXiv},
eprint = {2402.06045},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06056,
author = {Naiqing Guan and
Nick Koudas},
title = {ActiveDP: Bridging Active Learning and Data Programming},
journal = {CoRR},
volume = {abs/2402.06056},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06056},
doi = {10.48550/ARXIV.2402.06056},
eprinttype = {arXiv},
eprint = {2402.06056},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06067,
author = {Ruben Martinez{-}Cantin and
Manuel Lopes and
Luis Montesano},
title = {Body Schema Acquisition through Active Learning},
journal = {CoRR},
volume = {abs/2402.06067},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06067},
doi = {10.48550/ARXIV.2402.06067},
eprinttype = {arXiv},
eprint = {2402.06067},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06276,
author = {Christoph Zimmer and
Mona Meister and
Duy Nguyen{-}Tuong},
title = {Safe Active Learning for Time-Series Modeling with Gaussian Processes},
journal = {CoRR},
volume = {abs/2402.06276},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06276},
doi = {10.48550/ARXIV.2402.06276},
eprinttype = {arXiv},
eprint = {2402.06276},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06560,
author = {Amir Ziai and
Aneesh Vartakavi},
title = {Video Annotator: {A} framework for efficiently building video classifiers
using vision-language models and active learning},
journal = {CoRR},
volume = {abs/2402.06560},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06560},
doi = {10.48550/ARXIV.2402.06560},
eprinttype = {arXiv},
eprint = {2402.06560},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07320,
author = {Ross Greer and
Mohan M. Trivedi},
title = {Towards Explainable, Safe Autonomous Driving with Language Embeddings
for Novelty Identification and Active Learning: Framework and Experimental
Analysis with Real-World Data Sets},
journal = {CoRR},
volume = {abs/2402.07320},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07320},
doi = {10.48550/ARXIV.2402.07320},
eprinttype = {arXiv},
eprint = {2402.07320},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08114,
author = {William Muldrew and
Peter Hayes and
Mingtian Zhang and
David Barber},
title = {Active Preference Learning for Large Language Models},
journal = {CoRR},
volume = {abs/2402.08114},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08114},
doi = {10.48550/ARXIV.2402.08114},
eprinttype = {arXiv},
eprint = {2402.08114},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08890,
author = {Spiridon Kasapis and
Irina N. Kitiashvili and
Alexander G. Kosovichev and
John T. Stefan and
Bhairavi Apte},
title = {Predicting the Emergence of Solar Active Regions Using Machine Learning},
journal = {CoRR},
volume = {abs/2402.08890},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08890},
doi = {10.48550/ARXIV.2402.08890},
eprinttype = {arXiv},
eprint = {2402.08890},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08963,
author = {Won{-}Seok Choi and
Hyundo Lee and
Dong{-}Sig Han and
Junseok Park and
Heeyeon Koo and
Byoung{-}Tak Zhang},
title = {{DUEL:} Duplicate Elimination on Active Memory for Self-Supervised
Class-Imbalanced Learning},
journal = {CoRR},
volume = {abs/2402.08963},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08963},
doi = {10.48550/ARXIV.2402.08963},
eprinttype = {arXiv},
eprint = {2402.08963},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08996,
author = {Taixian Hou and
Jiaxin Tu and
Xiaofei Gao and
Zhiyan Dong and
Peng Zhai and
Lihua Zhang},
title = {Multi-Task Learning of Active Fault-Tolerant Controller for Leg Failures
in Quadruped robots},
journal = {CoRR},
volume = {abs/2402.08996},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08996},
doi = {10.48550/ARXIV.2402.08996},
eprinttype = {arXiv},
eprint = {2402.08996},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09387,
author = {Allen M. Wang and
Oswin So and
Charles Dawson and
Darren T. Garnier and
Cristina Rea and
Chuchu Fan},
title = {Active Disruption Avoidance and Trajectory Design for Tokamak Ramp-downs
with Neural Differential Equations and Reinforcement Learning},
journal = {CoRR},
volume = {abs/2402.09387},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09387},
doi = {10.48550/ARXIV.2402.09387},
eprinttype = {arXiv},
eprint = {2402.09387},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09401,
author = {Kaixuan Ji and
Jiafan He and
Quanquan Gu},
title = {Reinforcement Learning from Human Feedback with Active Queries},
journal = {CoRR},
volume = {abs/2402.09401},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09401},
doi = {10.48550/ARXIV.2402.09401},
eprinttype = {arXiv},
eprint = {2402.09401},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09460,
author = {Zhengding Luo and
Dongyuan Shi and
Xiaoyi Shen and
Woon{-}Seng Gan},
title = {Unsupervised learning based end-to-end delayless generative fixed-filter
active noise control},
journal = {CoRR},
volume = {abs/2402.09460},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09460},
doi = {10.48550/ARXIV.2402.09460},
eprinttype = {arXiv},
eprint = {2402.09460},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10074,
author = {Chengcheng Yu and
Jiapeng Zhu and
Xiang Li},
title = {Class-Balanced and Reinforced Active Learning on Graphs},
journal = {CoRR},
volume = {abs/2402.10074},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10074},
doi = {10.48550/ARXIV.2402.10074},
eprinttype = {arXiv},
eprint = {2402.10074},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10761,
author = {Benjamin Sullivan and
Jingjing Jiang and
Georgios Mavros and
Wen{-}Hua Chen},
title = {Autonomous Emergency Braking With Driver-In-The-Loop: Torque Vectoring
for Active Learning},
journal = {CoRR},
volume = {abs/2402.10761},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10761},
doi = {10.48550/ARXIV.2402.10761},
eprinttype = {arXiv},
eprint = {2402.10761},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11223,
author = {Yang Ni and
Zhuowen Zou and
Wenjun Huang and
Hanning Chen and
William Youngwoo Chung and
Samuel Cho and
Ranganath Krishnan and
Pietro Mercati and
Mohsen Imani},
title = {{HEAL:} Brain-inspired Hyperdimensional Efficient Active Learning},
journal = {CoRR},
volume = {abs/2402.11223},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11223},
doi = {10.48550/ARXIV.2402.11223},
eprinttype = {arXiv},
eprint = {2402.11223},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11515,
author = {Wang Jia and
Hang Xu},
title = {Optimal Parallelization Strategies for Active Flow Control in Deep
Reinforcement Learning-Based Computational Fluid Dynamics},
journal = {CoRR},
volume = {abs/2402.11515},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11515},
doi = {10.48550/ARXIV.2402.11515},
eprinttype = {arXiv},
eprint = {2402.11515},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11973,
author = {Frederik Boe H{\"{u}}ttel and
Christoffer Riis and
Filipe Rodrigues and
Francisco C{\^{a}}mara Pereira},
title = {Bayesian Active Learning for Censored Regression},
journal = {CoRR},
volume = {abs/2402.11973},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11973},
doi = {10.48550/ARXIV.2402.11973},
eprinttype = {arXiv},
eprint = {2402.11973},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12710,
author = {Hongtao Zhu and
Sizhe Zhang and
Yang Su and
Zhenyu Zhao and
Nan Chen},
title = {Integrating Active Learning in Causal Inference with Interference:
{A} Novel Approach in Online Experiments},
journal = {CoRR},
volume = {abs/2402.12710},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12710},
doi = {10.48550/ARXIV.2402.12710},
eprinttype = {arXiv},
eprint = {2402.12710},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13468,
author = {Nathan Beck and
Adithya Iyer and
Rishabh K. Iyer},
title = {{STENCIL:} Submodular Mutual Information Based Weak Supervision for
Cold-Start Active Learning},
journal = {CoRR},
volume = {abs/2402.13468},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13468},
doi = {10.48550/ARXIV.2402.13468},
eprinttype = {arXiv},
eprint = {2402.13468},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13547,
author = {Zhipeng Xu and
Zhenghao Liu and
Yibin Liu and
Chenyan Xiong and
Yukun Yan and
Shuo Wang and
Shi Yu and
Zhiyuan Liu and
Ge Yu},
title = {ActiveRAG: Revealing the Treasures of Knowledge via Active Learning},
journal = {CoRR},
volume = {abs/2402.13547},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13547},
doi = {10.48550/ARXIV.2402.13547},
eprinttype = {arXiv},
eprint = {2402.13547},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13588,
author = {Liqiu Dong and
Marta A. Zagorowska and
Tong Liu and
Alex Durkin and
Mehmet Mercang{\"{o}}z},
title = {PI-CoF: {A} Bilevel Optimization Framework for Solving Active Learning
Problems using Physics-Information},
journal = {CoRR},
volume = {abs/2402.13588},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13588},
doi = {10.48550/ARXIV.2402.13588},
eprinttype = {arXiv},
eprint = {2402.13588},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15198,
author = {Chen{-}Chen Zong and
Ye{-}Wen Wang and
Kun{-}Peng Ning and
Haibo Ye and
Sheng{-}Jun Huang},
title = {Bidirectional Uncertainty-Based Active Learning for Open Set Annotation},
journal = {CoRR},
volume = {abs/2402.15198},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15198},
doi = {10.48550/ARXIV.2402.15198},
eprinttype = {arXiv},
eprint = {2402.15198},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15613,
author = {Artem Vysogorets and
Achintya Gopal},
title = {Towards Efficient Active Learning in {NLP} via Pretrained Representations},
journal = {CoRR},
volume = {abs/2402.15613},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15613},
doi = {10.48550/ARXIV.2402.15613},
eprinttype = {arXiv},
eprint = {2402.15613},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15757,
author = {Erdem Biyik and
Nima Anari and
Dorsa Sadigh},
title = {Batch Active Learning of Reward Functions from Human Preferences},
journal = {CoRR},
volume = {abs/2402.15757},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15757},
doi = {10.48550/ARXIV.2402.15757},
eprinttype = {arXiv},
eprint = {2402.15757},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15898,
author = {Jonas H{\"{u}}botter and
Bhavya Sukhija and
Lenart Treven and
Yarden As and
Andreas Krause},
title = {Information-based Transductive Active Learning},
journal = {CoRR},
volume = {abs/2402.15898},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15898},
doi = {10.48550/ARXIV.2402.15898},
eprinttype = {arXiv},
eprint = {2402.15898},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15997,
author = {Matt{-}Heun Hong and
Zachary N. Sunberg and
Danielle Albers Szafir},
title = {Cieran: Designing Sequential Colormaps via In-Situ Active Preference
Learning},
journal = {CoRR},
volume = {abs/2402.15997},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15997},
doi = {10.48550/ARXIV.2402.15997},
eprinttype = {arXiv},
eprint = {2402.15997},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16159,
author = {Somnath Banerjee and
Avik Dutta and
Aaditya Agrawal and
Rima Hazra and
Animesh Mukherjee},
title = {DistALANER: Distantly Supervised Active Learning Augmented Named Entity
Recognition in the Open Source Software Ecosystem},
journal = {CoRR},
volume = {abs/2402.16159},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16159},
doi = {10.48550/ARXIV.2402.16159},
eprinttype = {arXiv},
eprint = {2402.16159},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17268,
author = {Hong Cheng and
Huan Luo and
Zhi Liu and
Wei Sun and
Weitao Li and
Qiyue Li},
title = {Reinforcement Learning Based Robust Volt/Var Control in Active Distribution
Networks With Imprecisely Known Delay},
journal = {CoRR},
volume = {abs/2402.17268},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17268},
doi = {10.48550/ARXIV.2402.17268},
eprinttype = {arXiv},
eprint = {2402.17268},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18064,
author = {Nicholas Harrison and
Nathan D. Wallace and
Salah Sukkarieh},
title = {Automated Testing of Spatially-Dependent Environmental Hypotheses
through Active Transfer Learning},
journal = {CoRR},
volume = {abs/2402.18064},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18064},
doi = {10.48550/ARXIV.2402.18064},
eprinttype = {arXiv},
eprint = {2402.18064},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18260,
author = {J{\"{o}}rn Tebbe and
Christoph Zimmer and
Ansgar Steland and
Markus Lange{-}Hegermann and
Fabian Mies},
title = {Efficiently Computable Safety Bounds for Gaussian Processes in Active
Learning},
journal = {CoRR},
volume = {abs/2402.18260},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18260},
doi = {10.48550/ARXIV.2402.18260},
eprinttype = {arXiv},
eprint = {2402.18260},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01101,
author = {Ziting Wen and
Oscar Pizarro and
Stefan B. Williams},
title = {Feature Alignment: Rethinking Efficient Active Learning via Proxy
in the Context of Pre-trained Models},
journal = {CoRR},
volume = {abs/2403.01101},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01101},
doi = {10.48550/ARXIV.2403.01101},
eprinttype = {arXiv},
eprint = {2403.01101},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01165,
author = {Linhai Zhang and
Jialong Wu and
Deyu Zhou and
Guoqiang Xu},
title = {{STAR:} Constraint LoRA with Dynamic Active Learning for Data-Efficient
Fine-Tuning of Large Language Models},
journal = {CoRR},
volume = {abs/2403.01165},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01165},
doi = {10.48550/ARXIV.2403.01165},
eprinttype = {arXiv},
eprint = {2403.01165},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01234,
author = {Ayana Ghosh and
Maxim A. Ziatdinov and
Sergei V. Kalinin},
title = {Active Deep Kernel Learning of Molecular Functionalities: Realizing
Dynamic Structural Embeddings},
journal = {CoRR},
volume = {abs/2403.01234},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01234},
doi = {10.48550/ARXIV.2403.01234},
eprinttype = {arXiv},
eprint = {2403.01234},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01346,
author = {Zan{-}Kai Chong and
Hiroyuki Ohsaki and
Cheng{-}Kuan Bryan Ng},
title = {Improve Cost Efficiency of Active Learning over Noisy Dataset},
journal = {CoRR},
volume = {abs/2403.01346},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01346},
doi = {10.48550/ARXIV.2403.01346},
eprinttype = {arXiv},
eprint = {2403.01346},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02019,
author = {V{\'{e}}ronique Bruy{\`{e}}re and
Bharat Garhewal and
Guillermo A. P{\'{e}}rez and
Ga{\"{e}}tan Staquet and
Frits W. Vaandrager},
title = {Active Learning of Mealy Machines with Timers},
journal = {CoRR},
volume = {abs/2403.02019},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02019},
doi = {10.48550/ARXIV.2403.02019},
eprinttype = {arXiv},
eprint = {2403.02019},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02877,
author = {Han Lu and
Xiaosong Jia and
Yichen Xie and
Wenlong Liao and
Xiaokang Yang and
Junchi Yan},
title = {ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous
Driving},
journal = {CoRR},
volume = {abs/2403.02877},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02877},
doi = {10.48550/ARXIV.2403.02877},
eprinttype = {arXiv},
eprint = {2403.02877},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03269,
author = {Raihan Islam Arnob and
Gregory J. Stein},
title = {Active Information Gathering for Long-Horizon Navigation Under Uncertainty
by Learning the Value of Information},
journal = {CoRR},
volume = {abs/2403.03269},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03269},
doi = {10.48550/ARXIV.2403.03269},
eprinttype = {arXiv},
eprint = {2403.03269},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03642,
author = {In{-}Gyu Lee and
Jun{-}Young Oh and
Hee{-}Jung Yu and
Jae{-}Hwan Kim and
Ki{-}Dong Eom and
Ji{-}Hoon Jeong},
title = {Generative Active Learning with Variational Autoencoder for Radiology
Data Generation in Veterinary Medicine},
journal = {CoRR},
volume = {abs/2403.03642},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03642},
doi = {10.48550/ARXIV.2403.03642},
eprinttype = {arXiv},
eprint = {2403.03642},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03728,
author = {Paul Doucet and
Benjamin Estermann and
Till Aczel and
Roger Wattenhofer},
title = {Bridging Diversity and Uncertainty in Active learning with Self-Supervised
Pre-Training},
journal = {CoRR},
volume = {abs/2403.03728},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03728},
doi = {10.48550/ARXIV.2403.03728},
eprinttype = {arXiv},
eprint = {2403.03728},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03741,
author = {Yuta Ono and
Till Aczel and
Benjamin Estermann and
Roger Wattenhofer},
title = {SUPClust: Active Learning at the Boundaries},
journal = {CoRR},
volume = {abs/2403.03741},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03741},
doi = {10.48550/ARXIV.2403.03741},
eprinttype = {arXiv},
eprint = {2403.03741},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06174,
author = {Jianting Chen and
Ling Ding and
Yunxiao Yang and
Zaiyuan Di and
Yang Xiang},
title = {Domain Adversarial Active Learning for Domain Generalization Classification},
journal = {CoRR},
volume = {abs/2403.06174},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06174},
doi = {10.48550/ARXIV.2403.06174},
eprinttype = {arXiv},
eprint = {2403.06174},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06414,
author = {Chengyuan Liu and
Yangyang Kang and
Fubang Zhao and
Kun Kuang and
Zhuoren Jiang and
Changlong Sun and
Fei Wu},
title = {Evolving Knowledge Distillation with Large Language Models and Active
Learning},
journal = {CoRR},
volume = {abs/2403.06414},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06414},
doi = {10.48550/ARXIV.2403.06414},
eprinttype = {arXiv},
eprint = {2403.06414},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08525,
author = {John Martinsson and
Olof Mogren and
Maria Sandsten and
Tuomas Virtanen},
title = {From Weak to Strong Sound Event Labels using Adaptive Change-Point
Detection and Active Learning},
journal = {CoRR},
volume = {abs/2403.08525},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08525},
doi = {10.48550/ARXIV.2403.08525},
eprinttype = {arXiv},
eprint = {2403.08525},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08648,
author = {Sajad Faramarzi and
Sepideh Javadi and
Farshad Zeinali and
Hosein Zarini and
Mohammad Robat Mili and
Mehdi Bennis and
Yonghui Li and
Kai{-}Kit Wong},
title = {Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-assisted
Networks with Rate-Splitting Multiple Access},
journal = {CoRR},
volume = {abs/2403.08648},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08648},
doi = {10.48550/ARXIV.2403.08648},
eprinttype = {arXiv},
eprint = {2403.08648},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09259,
author = {Abdul Hameed Azeemi and
Ihsan Ayyub Qazi and
Agha Ali Raza},
title = {To Label or Not to Label: Hybrid Active Learning for Neural Machine
Translation},
journal = {CoRR},
volume = {abs/2403.09259},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09259},
doi = {10.48550/ARXIV.2403.09259},
eprinttype = {arXiv},
eprint = {2403.09259},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12417,
author = {Aswin Paul and
Takuya Isomura and
Adeel Razi},
title = {On Predictive planning and counterfactual learning in active inference},
journal = {CoRR},
volume = {abs/2403.12417},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12417},
doi = {10.48550/ARXIV.2403.12417},
eprinttype = {arXiv},
eprint = {2403.12417},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14002,
author = {Luiza Ribeiro Marnet and
Yury Brodskiy and
Stella Grasshof and
Andrzej Wasowski},
title = {Uncertainty Driven Active Learning for Image Segmentation in Underwater
Inspection},
journal = {CoRR},
volume = {abs/2403.14002},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14002},
doi = {10.48550/ARXIV.2403.14002},
eprinttype = {arXiv},
eprint = {2403.14002},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14350,
author = {Duojun Huang and
Xinyu Xiong and
De{-}Jun Fan and
Feng Gao and
Xiao{-}Jian Wu and
Guanbin Li},
title = {Annotation-Efficient Polyp Segmentation via Active Learning},
journal = {CoRR},
volume = {abs/2403.14350},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14350},
doi = {10.48550/ARXIV.2403.14350},
eprinttype = {arXiv},
eprint = {2403.14350},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14800,
author = {Edrina Gashi and
Jiankang Deng and
Ismail Elezi},
title = {Deep Active Learning: {A} Reality Check},
journal = {CoRR},
volume = {abs/2403.14800},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14800},
doi = {10.48550/ARXIV.2403.14800},
eprinttype = {arXiv},
eprint = {2403.14800},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14987,
author = {Xulu Zhang and
Wengyu Zhang and
Xiao{-}Yong Wei and
Jinlin Wu and
Zhaoxiang Zhang and
Zhen Lei and
Qing Li},
title = {Generative Active Learning for Image Synthesis Personalization},
journal = {CoRR},
volume = {abs/2403.14987},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14987},
doi = {10.48550/ARXIV.2403.14987},
eprinttype = {arXiv},
eprint = {2403.14987},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15108,
author = {Benjamin Bobbia and
Matthias Picard},
title = {Active Learning for Regression based on Wasserstein distance and GroupSort
Neural Networks},
journal = {CoRR},
volume = {abs/2403.15108},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15108},
doi = {10.48550/ARXIV.2403.15108},
eprinttype = {arXiv},
eprint = {2403.15108},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15143,
author = {Md Abdul Kadir and
Hasan Md Tusfiqur Alam and
Pascale Maul and
Hans{-}J{\"{u}}rgen Profitlich and
Moritz Wolf and
Daniel Sonntag},
title = {Modular Deep Active Learning Framework for Image Annotation: {A} Technical
Report for the Ophthalmo-AI Project},
journal = {CoRR},
volume = {abs/2403.15143},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15143},
doi = {10.48550/ARXIV.2403.15143},
eprinttype = {arXiv},
eprint = {2403.15143},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15675,
author = {Gareth Lamb and
Ching Hei Lo and
Jin Wu and
Calvin K. F. Lee},
title = {An active learning model to classify animal species in Hong Kong},
journal = {CoRR},
volume = {abs/2403.15675},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15675},
doi = {10.48550/ARXIV.2403.15675},
eprinttype = {arXiv},
eprint = {2403.15675},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15977,
author = {Timur Ibrayev and
Amitangshu Mukherjee and
Sai Aparna Aketi and
Kaushik Roy},
title = {Towards Two-Stream Foveation-based Active Vision Learning},
journal = {CoRR},
volume = {abs/2403.15977},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15977},
doi = {10.48550/ARXIV.2403.15977},
eprinttype = {arXiv},
eprint = {2403.15977},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-16560,
author = {Bo Zhou and
Yuyao Sun and
Wenbo Liu and
Ruixuan Jiao and
Fang Fang and
Shihua Li},
title = {Active Admittance Control with Iterative Learning for General-Purpose
Contact-Rich Manipulation},
journal = {CoRR},
volume = {abs/2403.16560},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.16560},
doi = {10.48550/ARXIV.2403.16560},
eprinttype = {arXiv},
eprint = {2403.16560},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-16560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17233,
author = {Kevin S. Miller and
Adam J. Thorpe and
Ufuk Topcu},
title = {Active Learning of Dynamics Using Prior Domain Knowledge in the Sampling
Process},
journal = {CoRR},
volume = {abs/2403.17233},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17233},
doi = {10.48550/ARXIV.2403.17233},
eprinttype = {arXiv},
eprint = {2403.17233},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18436,
author = {Zan{-}Kai Chong and
Hiroyuki Ohsaki and
Cheng{-}Kuan Bryan Ng},
title = {Collaborative Active Learning in Conditional Trust Environment},
journal = {CoRR},
volume = {abs/2403.18436},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18436},
doi = {10.48550/ARXIV.2403.18436},
eprinttype = {arXiv},
eprint = {2403.18436},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-00651,
author = {Yibo Wang and
Jiang Zhao},
title = {Learning Off-policy with Model-based Intrinsic Motivation For Active
Online Exploration},
journal = {CoRR},
volume = {abs/2404.00651},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.00651},
doi = {10.48550/ARXIV.2404.00651},
eprinttype = {arXiv},
eprint = {2404.00651},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-00651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01588,
author = {Yu Xia and
Xu Liu and
Tong Yu and
Sungchul Kim and
Ryan A. Rossi and
Anup B. Rao and
Tung Mai and
Shuai Li},
title = {Hallucination Diversity-Aware Active Learning for Text Summarization},
journal = {CoRR},
volume = {abs/2404.01588},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01588},
doi = {10.48550/ARXIV.2404.01588},
eprinttype = {arXiv},
eprint = {2404.01588},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01812,
author = {Saptarshi Dasgupta and
Akshat Gupta and
Shreshth Tuli and
Rohan Paul},
title = {Uncertainty-aware Active Learning of NeRF-based Object Models for
Robot Manipulators using Visual and Re-orientation Actions},
journal = {CoRR},
volume = {abs/2404.01812},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01812},
doi = {10.48550/ARXIV.2404.01812},
eprinttype = {arXiv},
eprint = {2404.01812},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01867,
author = {Carlos Plou and
Ana C. Murillo and
Ruben Martinez{-}Cantin},
title = {Active Exploration in Bayesian Model-based Reinforcement Learning
for Robot Manipulation},
journal = {CoRR},
volume = {abs/2404.01867},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01867},
doi = {10.48550/ARXIV.2404.01867},
eprinttype = {arXiv},
eprint = {2404.01867},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-02261,
author = {Nataliia Kholodna and
Sahib Julka and
Mohammad Khodadadi and
Muhammed Nurullah Gumus and
Michael Granitzer},
title = {LLMs in the Loop: Leveraging Large Language Model Annotations for
Active Learning in Low-Resource Languages},
journal = {CoRR},
volume = {abs/2404.02261},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.02261},
doi = {10.48550/ARXIV.2404.02261},
eprinttype = {arXiv},
eprint = {2404.02261},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-02261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-02580,
author = {Bart M. van Marrewijk and
Charbel Dandjinou and
Dan Jeric Arcega Rustia and
Nicolas Franco Gonzalez and
Boubacar Diallo and
J{\'{e}}r{\^{o}}me Dias and
Paul Melki and
Pieter M. Blok},
title = {Active learning for efficient annotation in precision agriculture:
a use-case on crop-weed semantic segmentation},
journal = {CoRR},
volume = {abs/2404.02580},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.02580},
doi = {10.48550/ARXIV.2404.02580},
eprinttype = {arXiv},
eprint = {2404.02580},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-02580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-04224,
author = {Zachary R. Fox and
Ayana Ghosh},
title = {Active Causal Learning for Decoding Chemical Complexities with Targeted
Interventions},
journal = {CoRR},
volume = {abs/2404.04224},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.04224},
doi = {10.48550/ARXIV.2404.04224},
eprinttype = {arXiv},
eprint = {2404.04224},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-04224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-04663,
author = {Arne Schmidt and
Pablo Morales{-}{\'{A}}lvarez and
Lee A. D. Cooper and
Lee A. Newberg and
Andinet Enquobahrie and
Aggelos K. Katsaggelos and
Rafael Molina},
title = {Focused Active Learning for Histopathological Image Classification},
journal = {CoRR},
volume = {abs/2404.04663},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.04663},
doi = {10.48550/ARXIV.2404.04663},
eprinttype = {arXiv},
eprint = {2404.04663},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-04663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-04736,
author = {Iury Batista de Andrade Santos and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {ProtoAL: Interpretable Deep Active Learning with prototypes for medical
imaging},
journal = {CoRR},
volume = {abs/2404.04736},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.04736},
doi = {10.48550/ARXIV.2404.04736},
eprinttype = {arXiv},
eprint = {2404.04736},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-04736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-04952,
author = {Victor R. Kebande},
title = {The Impact of Virtual Laboratories on Active Learning and Engagement
in Cybersecurity Distance Education},
journal = {CoRR},
volume = {abs/2404.04952},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.04952},
doi = {10.48550/ARXIV.2404.04952},
eprinttype = {arXiv},
eprint = {2404.04952},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-04952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-05623,
author = {Pietro Lesci and
Andreas Vlachos},
title = {AnchorAL: Computationally Efficient Active Learning for Large and
Imbalanced Datasets},
journal = {CoRR},
volume = {abs/2404.05623},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.05623},
doi = {10.48550/ARXIV.2404.05623},
eprinttype = {arXiv},
eprint = {2404.05623},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-05623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-08078,
author = {Stefan Sylvius Wagner and
Maike Behrendt and
Marc Ziegele and
Stefan Harmeling},
title = {{SQBC:} Active Learning using LLM-Generated Synthetic Data for Stance
Detection in Online Political Discussions},
journal = {CoRR},
volume = {abs/2404.08078},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.08078},
doi = {10.48550/ARXIV.2404.08078},
eprinttype = {arXiv},
eprint = {2404.08078},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-08078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-09030,
author = {Bruce D. Lee and
Ingvar M. Ziemann and
George J. Pappas and
Nikolai Matni},
title = {Active Learning for Control-Oriented Identification of Nonlinear Systems},
journal = {CoRR},
volume = {abs/2404.09030},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.09030},
doi = {10.48550/ARXIV.2404.09030},
eprinttype = {arXiv},
eprint = {2404.09030},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-09030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-09953,
author = {Ashna Jose and
Emilie Devijver and
Massih{-}Reza Amini and
No{\"{e}}l Jakse and
Roberta Poloni},
title = {Classification Tree-based Active Learning: {A} Wrapper Approach},
journal = {CoRR},
volume = {abs/2404.09953},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.09953},
doi = {10.48550/ARXIV.2404.09953},
eprinttype = {arXiv},
eprint = {2404.09953},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-09953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-11811,
author = {Yi{-}Fan Hou and
Lina Zhang and
Quanhao Zhang and
Fuchun Ge and
Pavlo O. Dral},
title = {Physics-informed active learning for accelerating quantum chemical
simulations},
journal = {CoRR},
volume = {abs/2404.11811},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.11811},
doi = {10.48550/ARXIV.2404.11811},
eprinttype = {arXiv},
eprint = {2404.11811},
timestamp = {Wed, 29 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-11811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-12522,
author = {Yikun Ban and
Ishika Agarwal and
Ziwei Wu and
Yada Zhu and
Kommy Weldemariam and
Hanghang Tong and
Jingrui He},
title = {Neural Active Learning Beyond Bandits},
journal = {CoRR},
volume = {abs/2404.12522},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.12522},
doi = {10.48550/ARXIV.2404.12522},
eprinttype = {arXiv},
eprint = {2404.12522},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-12522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-12856,
author = {Ross Greer and
Bj{\o}rk Antoniussen and
Andreas M{\o}gelmose and
Mohan M. Trivedi},
title = {Language-Driven Active Learning for Diverse Open-Set 3D Object Detection},
journal = {CoRR},
volume = {abs/2404.12856},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.12856},
doi = {10.48550/ARXIV.2404.12856},
eprinttype = {arXiv},
eprint = {2404.12856},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-12856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-12899,
author = {Boris N. Slautin and
Yongtao Liu and
Hiroshi Funakubo and
Rama K. Vasudevan and
Maxim A. Ziatdinov and
Sergei V. Kalinin},
title = {Bayesian Co-navigation: Dynamic Designing of the Materials Digital
Twins via Active Learning},
journal = {CoRR},
volume = {abs/2404.12899},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.12899},
doi = {10.48550/ARXIV.2404.12899},
eprinttype = {arXiv},
eprint = {2404.12899},
timestamp = {Wed, 29 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-12899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-14451,
author = {Jose Cribeiro{-}Ramallo and
Vadim Arzamasov and
Federico Matteucci and
Denis Wambold and
Klemens B{\"{o}}hm},
title = {Generative Subspace Adversarial Active Learning for Outlier Detection
in Multiple Views of High-dimensional Data},
journal = {CoRR},
volume = {abs/2404.14451},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.14451},
doi = {10.48550/ARXIV.2404.14451},
eprinttype = {arXiv},
eprint = {2404.14451},
timestamp = {Sat, 25 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-14451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-15497,
author = {Phu N. Tran and
Sattvic Ray and
Linnea Lemma and
Yunrui Li and
Reef Sweeney and
Aparna Baskaran and
Zvonimir Dogic and
Pengyu Hong and
Michael F. Hagan},
title = {Deep-learning Optical Flow Outperforms {PIV} in Obtaining Velocity
Fields from Active Nematics},
journal = {CoRR},
volume = {abs/2404.15497},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.15497},
doi = {10.48550/ARXIV.2404.15497},
eprinttype = {arXiv},
eprint = {2404.15497},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-15497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-15720,
author = {Michiel van der Meer and
Neele Falk and
Pradeep K. Murukannaiah and
Enrico Liscio},
title = {Annotator-Centric Active Learning for Subjective {NLP} Tasks},
journal = {CoRR},
volume = {abs/2404.15720},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.15720},
doi = {10.48550/ARXIV.2404.15720},
eprinttype = {arXiv},
eprint = {2404.15720},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-15720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-17249,
author = {Freddie Bickford Smith and
Adam Foster and
Tom Rainforth},
title = {Making Better Use of Unlabelled Data in Bayesian Active Learning},
journal = {CoRR},
volume = {abs/2404.17249},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.17249},
doi = {10.48550/ARXIV.2404.17249},
eprinttype = {arXiv},
eprint = {2404.17249},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-17249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-19043,
author = {Hyunho Lee and
Wenwen Li},
title = {Improving Interpretability of Deep Active Learning for Flood Inundation
Mapping Through Class Ambiguity Indices Using Multi-spectral Satellite
Imagery},
journal = {CoRR},
volume = {abs/2404.19043},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.19043},
doi = {10.48550/ARXIV.2404.19043},
eprinttype = {arXiv},
eprint = {2404.19043},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-19043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-19419,
author = {Lorenzo Pes and
Rick Luiken and
Federico Corradi and
Charlotte Frenkel},
title = {Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike
Neural Networks},
journal = {CoRR},
volume = {abs/2404.19419},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.19419},
doi = {10.48550/ARXIV.2404.19419},
eprinttype = {arXiv},
eprint = {2404.19419},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-19419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-00307,
author = {Dongyuan Li and
Ying Zhang and
Yusong Wang and
Funakoshi Kataro and
Manabu Okumura},
title = {Active Learning with Task Adaptation Pre-training for Speech Emotion
Recognition},
journal = {CoRR},
volume = {abs/2405.00307},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.00307},
doi = {10.48550/ARXIV.2405.00307},
eprinttype = {arXiv},
eprint = {2405.00307},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-00307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-00334,
author = {Dongyuan Li and
Zhen Wang and
Yankai Chen and
Renhe Jiang and
Weiping Ding and
Manabu Okumura},
title = {A Survey on Deep Active Learning: Recent Advances and New Frontiers},
journal = {CoRR},
volume = {abs/2405.00334},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.00334},
doi = {10.48550/ARXIV.2405.00334},
eprinttype = {arXiv},
eprint = {2405.00334},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-00334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-00452,
author = {Jun Shi and
Shulan Ruan and
Ziqi Zhu and
Minfan Zhao and
Hong An and
Xudong Xue and
Bing Yan},
title = {Predictive Accuracy-Based Active Learning for Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2405.00452},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.00452},
doi = {10.48550/ARXIV.2405.00452},
eprinttype = {arXiv},
eprint = {2405.00452},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-00452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01462,
author = {Dominik Fuchsgruber and
Tom Wollschl{\"{a}}ger and
Bertrand Charpentier and
Antonio Oroz and
Stephan G{\"{u}}nnemann},
title = {Uncertainty for Active Learning on Graphs},
journal = {CoRR},
volume = {abs/2405.01462},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.01462},
doi = {10.48550/ARXIV.2405.01462},
eprinttype = {arXiv},
eprint = {2405.01462},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-01462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01616,
author = {Maksym Korablyov and
Cheng{-}Hao Liu and
Moksh Jain and
Almer M. van der Sloot and
Eric Jolicoeur and
Edward Ruediger and
Andrei Cristian Nica and
Emmanuel Bengio and
Kostiantyn Lapchevskyi and
Daniel St{-}Cyr and
Doris Alexandra Schuetz and
Victor Ion Butoi and
Jarrid Rector{-}Brooks and
Simon Blackburn and
Leo Feng and
Hadi Nekoei and
Sai Krishna Gottipati and
Priyesh Vijayan and
Prateek Gupta and
Ladislav Ramp{\'{a}}sek and
Sasikanth Avancha and
Pierre{-}Luc Bacon and
William L. Hamilton and
Brooks Paige and
Sanchit Misra and
Stanislaw Kamil Jastrzebski and
Bharat Kaul and
Doina Precup and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Marwin H. S. Segler and
Michael M. Bronstein and
Anne Marinier and
Mike Tyers and
Yoshua Bengio},
title = {Generative Active Learning for the Search of Small-molecule Protein
Binders},
journal = {CoRR},
volume = {abs/2405.01616},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.01616},
doi = {10.48550/ARXIV.2405.01616},
eprinttype = {arXiv},
eprint = {2405.01616},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-01616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01701,
author = {Yu Zhu and
Qiang Yang and
Li Xu},
title = {Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding
Box Annotation},
journal = {CoRR},
volume = {abs/2405.01701},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.01701},
doi = {10.48550/ARXIV.2405.01701},
eprinttype = {arXiv},
eprint = {2405.01701},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-01701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-03059,
author = {Herman Bergstr{\"{o}}m and
Emil Carlsson and
Devdatt P. Dubhashi and
Fredrik D. Johansson},
title = {Active Preference Learning for Ordering Items In- and Out-of-sample},
journal = {CoRR},
volume = {abs/2405.03059},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.03059},
doi = {10.48550/ARXIV.2405.03059},
eprinttype = {arXiv},
eprint = {2405.03059},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-03059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-06133,
author = {Krishnan Raghavan and
George Papadimitriou and
Hongwei Jin and
Anirban Mandal and
Mariam Kiran and
Prasanna Balaprakash and
Ewa Deelman},
title = {Advancing Anomaly Detection in Computational Workflows with Active
Learning},
journal = {CoRR},
volume = {abs/2405.06133},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.06133},
doi = {10.48550/ARXIV.2405.06133},
eprinttype = {arXiv},
eprint = {2405.06133},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-06133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-06724,
author = {Lun Ai and
Stephen H. Muggleton and
Shi{-}Shun Liang and
Geoff S. Baldwin},
title = {Boolean matrix logic programming for active learning of gene functions
in genome-scale metabolic network models},
journal = {CoRR},
volume = {abs/2405.06724},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.06724},
doi = {10.48550/ARXIV.2405.06724},
eprinttype = {arXiv},
eprint = {2405.06724},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-06724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-07440,
author = {Mu{-}Huan Chung and
Sharon Li and
Jaturong Kongmanee and
Lu Wang and
Yuhong Yang and
Calvin Giang and
Khilan Jerath and
Abhay Raman and
David Lie and
Mark H. Chignell},
title = {Maximizing Information Gain in Privacy-Aware Active Learning of Email
Anomalies},
journal = {CoRR},
volume = {abs/2405.07440},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.07440},
doi = {10.48550/ARXIV.2405.07440},
eprinttype = {arXiv},
eprint = {2405.07440},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-07440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-07937,
author = {Vasilis Kontonis and
Mingchen Ma and
Christos Tzamos},
title = {Active Learning with Simple Questions},
journal = {CoRR},
volume = {abs/2405.07937},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.07937},
doi = {10.48550/ARXIV.2405.07937},
eprinttype = {arXiv},
eprint = {2405.07937},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-07937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-08443,
author = {Yang Qu and
Jinming Ma and
Feng Wu},
title = {Safety Constrained Multi-Agent Reinforcement Learning for Active Voltage
Control},
journal = {CoRR},
volume = {abs/2405.08443},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.08443},
doi = {10.48550/ARXIV.2405.08443},
eprinttype = {arXiv},
eprint = {2405.08443},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-08443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-08921,
author = {Maxime Heuillet and
Ola Ahmad and
Audrey Durand},
title = {Neural Active Learning Meets the Partial Monitoring Framework},
journal = {CoRR},
volume = {abs/2405.08921},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.08921},
doi = {10.48550/ARXIV.2405.08921},
eprinttype = {arXiv},
eprint = {2405.08921},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-08921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-09049,
author = {Ross Greer and
Mohan M. Trivedi},
title = {Perception Without Vision for Trajectory Prediction: Ego Vehicle Dynamics
as Scene Representation for Efficient Active Learning in Autonomous
Driving},
journal = {CoRR},
volume = {abs/2405.09049},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.09049},
doi = {10.48550/ARXIV.2405.09049},
eprinttype = {arXiv},
eprint = {2405.09049},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-09049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-09312,
author = {Aarshvi Gajjar and
Wai Ming Tai and
Xingyu Xu and
Chinmay Hegde and
Christopher Musco and
Yi Li},
title = {Agnostic Active Learning of Single Index Models with Linear Sample
Complexity},
journal = {CoRR},
volume = {abs/2405.09312},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.09312},
doi = {10.48550/ARXIV.2405.09312},
eprinttype = {arXiv},
eprint = {2405.09312},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-09312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-09817,
author = {Maxim A. Ziatdinov},
title = {Active Learning with Fully Bayesian Neural Networks for Discontinuous
and Nonstationary Data},
journal = {CoRR},
volume = {abs/2405.09817},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.09817},
doi = {10.48550/ARXIV.2405.09817},
eprinttype = {arXiv},
eprint = {2405.09817},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-09817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-10581,
author = {Markus Lange{-}Hegermann and
Christoph Zimmer},
title = {Future Aware Safe Active Learning of Time Varying Systems using Gaussian
Processes},
journal = {CoRR},
volume = {abs/2405.10581},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.10581},
doi = {10.48550/ARXIV.2405.10581},
eprinttype = {arXiv},
eprint = {2405.10581},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-10581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-10808,
author = {Markus Bayer and
Christian Reuter},
title = {ActiveLLM: Large Language Model-based Active Learning for Textual
Few-Shot Scenarios},
journal = {CoRR},
volume = {abs/2405.10808},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.10808},
doi = {10.48550/ARXIV.2405.10808},
eprinttype = {arXiv},
eprint = {2405.10808},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-10808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-11226,
author = {Ruitao Chen and
Liwei Wang},
title = {The Power of Active Multi-Task Learning in Reinforcement Learning
from Human Feedback},
journal = {CoRR},
volume = {abs/2405.11226},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.11226},
doi = {10.48550/ARXIV.2405.11226},
eprinttype = {arXiv},
eprint = {2405.11226},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-11226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-11337,
author = {Sebastian Schmidt and
Leonard Schenk and
Leo Schwinn and
Stephan G{\"{u}}nnemann},
title = {A Unified Approach Towards Active Learning and Out-of-Distribution
Detection},
journal = {CoRR},
volume = {abs/2405.11337},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.11337},
doi = {10.48550/ARXIV.2405.11337},
eprinttype = {arXiv},
eprint = {2405.11337},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-11337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-12122,
author = {Shemonto Das},
title = {An Active Learning Framework with a Class Balancing Strategy for Time
Series Classification},
journal = {CoRR},
volume = {abs/2405.12122},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.12122},
doi = {10.48550/ARXIV.2405.12122},
eprinttype = {arXiv},
eprint = {2405.12122},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-12122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13285,
author = {David Pogorzelski and
Peter Arlinghaus},
title = {Enhancing Active Learning for Sentinel 2 Imagery through Contrastive
Learning and Uncertainty Estimation},
journal = {CoRR},
volume = {abs/2405.13285},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13285},
doi = {10.48550/ARXIV.2405.13285},
eprinttype = {arXiv},
eprint = {2405.13285},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14090,
author = {Rosario Messana and
Rui Chen and
Andrea Lodi},
title = {Actively Learning Combinatorial Optimization Using a Membership Oracle},
journal = {CoRR},
volume = {abs/2405.14090},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14090},
doi = {10.48550/ARXIV.2405.14090},
eprinttype = {arXiv},
eprint = {2405.14090},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14121,
author = {Sheng{-}Jun Huang and
Yi Li and
Yiming Sun and
Ying{-}Peng Tang},
title = {One-shot Active Learning Based on Lewis Weight Sampling for Multiple
Deep Models},
journal = {CoRR},
volume = {abs/2405.14121},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14121},
doi = {10.48550/ARXIV.2405.14121},
eprinttype = {arXiv},
eprint = {2405.14121},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15031,
author = {Quan Nguyen and
Anindya Sarkar and
Roman Garnett},
title = {Amortized nonmyopic active search via deep imitation learning},
journal = {CoRR},
volume = {abs/2405.15031},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15031},
doi = {10.48550/ARXIV.2405.15031},
eprinttype = {arXiv},
eprint = {2405.15031},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16301,
author = {Dae Ung Jo and
Kyuewang Lee and
Jaeho Chung and
Jin Young Choi},
title = {Active Learning for Finely-Categorized Image-Text Retrieval by Selecting
Hard Negative Unpaired Samples},
journal = {CoRR},
volume = {abs/2405.16301},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16301},
doi = {10.48550/ARXIV.2405.16301},
eprinttype = {arXiv},
eprint = {2405.16301},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16718,
author = {Yashas Annadani and
Panagiotis Tigas and
Stefan Bauer and
Adam Foster},
title = {Amortized Active Causal Induction with Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2405.16718},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16718},
doi = {10.48550/ARXIV.2405.16718},
eprinttype = {arXiv},
eprint = {2405.16718},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17734,
author = {Yanbing Bai and
Xinyi Wu and
Lai Xu and
Jihan Pei and
Erick Mas and
Shunichi Koshimura},
title = {Towards Efficient Disaster Response via Cost-effective Unbiased Class
Rate Estimation through Neyman Allocation Stratified Sampling Active
Learning},
journal = {CoRR},
volume = {abs/2405.17734},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17734},
doi = {10.48550/ARXIV.2405.17734},
eprinttype = {arXiv},
eprint = {2405.17734},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-18078,
author = {Lianlei Shan and
Weiqiang Wang and
Ke Lv and
Bin Luo},
title = {Edge-guided and Class-balanced Active Learning for Semantic Segmentation
of Aerial Images},
journal = {CoRR},
volume = {abs/2405.18078},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.18078},
doi = {10.48550/ARXIV.2405.18078},
eprinttype = {arXiv},
eprint = {2405.18078},
timestamp = {Wed, 04 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-18078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-18911,
author = {Yushu Li and
Yongyi Su and
Xulei Yang and
Kui Jia and
Xun Xu},
title = {Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active
Learning and Model Selection},
journal = {CoRR},
volume = {abs/2405.18911},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.18911},
doi = {10.48550/ARXIV.2405.18911},
eprinttype = {arXiv},
eprint = {2405.18911},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-18911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00895,
author = {Jonathan {\'{A}}lvarez Ariza},
title = {Bringing active learning, experimentation, and student-created videos
in engineering: {A} study about teaching electronics and physical
computing integrating online and mobile learning},
journal = {CoRR},
volume = {abs/2406.00895},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00895},
doi = {10.48550/ARXIV.2406.00895},
eprinttype = {arXiv},
eprint = {2406.00895},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02435,
author = {Muzhi Zhu and
Chengxiang Fan and
Hao Chen and
Yang Liu and
Weian Mao and
Xiaogang Xu and
Chunhua Shen},
title = {Generative Active Learning for Long-tailed Instance Segmentation},
journal = {CoRR},
volume = {abs/2406.02435},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02435},
doi = {10.48550/ARXIV.2406.02435},
eprinttype = {arXiv},
eprint = {2406.02435},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02566,
author = {Ognjen Kundacina and
Vladimir Vincan and
Dragisa Miskovic},
title = {Combining X-Vectors and Bayesian Batch Active Learning: Two-Stage
Active Learning Pipeline for Speech Recognition},
journal = {CoRR},
volume = {abs/2406.02566},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02566},
doi = {10.48550/ARXIV.2406.02566},
eprinttype = {arXiv},
eprint = {2406.02566},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03069,
author = {Muhan Hou and
Koen V. Hindriks and
A. E. Eiben and
Kim Baraka},
title = {"Give Me an Example Like This": Episodic Active Reinforcement Learning
from Demonstrations},
journal = {CoRR},
volume = {abs/2406.03069},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03069},
doi = {10.48550/ARXIV.2406.03069},
eprinttype = {arXiv},
eprint = {2406.03069},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03845,
author = {Nikola Milosevic and
Gesine M{\"{u}}ller and
Jan Huisken and
Nico Scherf},
title = {Open Problem: Active Representation Learning},
journal = {CoRR},
volume = {abs/2406.03845},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03845},
doi = {10.48550/ARXIV.2406.03845},
eprinttype = {arXiv},
eprint = {2406.03845},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03944,
author = {Dake Bu and
Wei Huang and
Taiji Suzuki and
Ji Cheng and
Qingfu Zhang and
Zhiqiang Xu and
Hau{-}San Wong},
title = {Provably Neural Active Learning Succeeds via Prioritizing Perplexing
Samples},
journal = {CoRR},
volume = {abs/2406.03944},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03944},
doi = {10.48550/ARXIV.2406.03944},
eprinttype = {arXiv},
eprint = {2406.03944},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-07263,
author = {Alexandra Gessner and
Sebastian W. Ober and
Owen Vickery and
Dino Oglic and
Talip U{\c{c}}ar},
title = {Active learning for affinity prediction of antibodies},
journal = {CoRR},
volume = {abs/2406.07263},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.07263},
doi = {10.48550/ARXIV.2406.07263},
eprinttype = {arXiv},
eprint = {2406.07263},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-07263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-07474,
author = {Sven L{\"{a}}mmle and
Can Bogoclu and
Robert Vosshall and
Anselm Haselhoff and
Dirk Roos},
title = {Quantifying Local Model Validity using Active Learning},
journal = {CoRR},
volume = {abs/2406.07474},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.07474},
doi = {10.48550/ARXIV.2406.07474},
eprinttype = {arXiv},
eprint = {2406.07474},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-07474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-08077,
author = {Cristian Daniele and
Seyed Behnam Andarzian and
Erik Poll},
title = {Uses of Active and Passive Learning in Stateful Fuzzing},
journal = {CoRR},
volume = {abs/2406.08077},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.08077},
doi = {10.48550/ARXIV.2406.08077},
eprinttype = {arXiv},
eprint = {2406.08077},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-08077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09206,
author = {Christopher Schr{\"{o}}der and
Gerhard Heyer},
title = {Self-Training for Sample-Efficient Active Learning for Text Classification
with Pre-Trained Language Models},
journal = {CoRR},
volume = {abs/2406.09206},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09206},
doi = {10.48550/ARXIV.2406.09206},
eprinttype = {arXiv},
eprint = {2406.09206},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09296,
author = {Athmanarayanan Lakshmi Narayanan and
Ranganath Krishnan and
Amrutha Machireddy and
Mahesh Subedar},
title = {Parameter-Efficient Active Learning for Foundational models},
journal = {CoRR},
volume = {abs/2406.09296},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09296},
doi = {10.48550/ARXIV.2406.09296},
eprinttype = {arXiv},
eprint = {2406.09296},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-10023,
author = {Luckeciano C. Melo and
Panagiotis Tigas and
Alessandro Abate and
Yarin Gal},
title = {Deep Bayesian Active Learning for Preference Modeling in Large Language
Models},
journal = {CoRR},
volume = {abs/2406.10023},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.10023},
doi = {10.48550/ARXIV.2406.10023},
eprinttype = {arXiv},
eprint = {2406.10023},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-10023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-10107,
author = {Genc Hoxha and
Gencer Sumbul and
Julia Henkel and
Lars M{\"{o}}llenbrok and
Beg{\"{u}}m Demir},
title = {Annotation Cost-Efficient Active Learning for Deep Metric Learning
Driven Remote Sensing Image Retrieval},
journal = {CoRR},
volume = {abs/2406.10107},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.10107},
doi = {10.48550/ARXIV.2406.10107},
eprinttype = {arXiv},
eprint = {2406.10107},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-10107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11054,
author = {Chetraj Pandey and
Temitope Adeyeha and
Jinsu Hong and
Rafal A. Angryk and
Berkay Aydin},
title = {Advancing Solar Flare Prediction using Deep Learning with Active Region
Patches},
journal = {CoRR},
volume = {abs/2406.11054},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11054},
doi = {10.48550/ARXIV.2406.11054},
eprinttype = {arXiv},
eprint = {2406.11054},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11310,
author = {Zhipeng Deng and
Yuqiao Yang and
Kenji Suzuki},
title = {Federated Active Learning Framework for Efficient Annotation Strategy
in Skin-lesion Classification},
journal = {CoRR},
volume = {abs/2406.11310},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11310},
doi = {10.48550/ARXIV.2406.11310},
eprinttype = {arXiv},
eprint = {2406.11310},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12114,
author = {Hamidreza Rouzegar and
Masoud Makrehchi},
title = {Enhancing Text Classification through LLM-Driven Active Learning and
Human Annotation},
journal = {CoRR},
volume = {abs/2406.12114},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12114},
doi = {10.48550/ARXIV.2406.12114},
eprinttype = {arXiv},
eprint = {2406.12114},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12200,
author = {Qiugang Zhan and
Jinbo Cao and
Xiurui Xie and
Malu Zhang and
Huajin Tang and
Guisong Liu},
title = {SFedCA: Credit Assignment-Based Active Client Selection Strategy for
Spiking Federated Learning},
journal = {CoRR},
volume = {abs/2406.12200},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12200},
doi = {10.48550/ARXIV.2406.12200},
eprinttype = {arXiv},
eprint = {2406.12200},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12919,
author = {Jeonghyeon Kim and
Juno Nam and
Seongok Ryu},
title = {Understanding active learning of molecular docking and its applications},
journal = {CoRR},
volume = {abs/2406.12919},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12919},
doi = {10.48550/ARXIV.2406.12919},
eprinttype = {arXiv},
eprint = {2406.12919},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13098,
author = {Zonghao Ying and
Bin Wu},
title = {{DLP:} towards active defense against backdoor attacks with decoupled
learning process},
journal = {CoRR},
volume = {abs/2406.13098},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.13098},
doi = {10.48550/ARXIV.2406.13098},
eprinttype = {arXiv},
eprint = {2406.13098},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-13098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13903,
author = {Hamdireza Rouzegar and
Masoud Makrehchi},
title = {Generative {AI} for Enhancing Active Learning in Education: {A} Comparative
Study of {GPT-3.5} and {GPT-4} in Crafting Customized Test Questions},
journal = {CoRR},
volume = {abs/2406.13903},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.13903},
doi = {10.48550/ARXIV.2406.13903},
eprinttype = {arXiv},
eprint = {2406.13903},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-13903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14784,
author = {Riddhiman Bhattacharya and
Thanh Nguyen and
Will Wei Sun and
Mohit Tawarmalani},
title = {Active Learning for Fair and Stable Online Allocations},
journal = {CoRR},
volume = {abs/2406.14784},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14784},
doi = {10.48550/ARXIV.2406.14784},
eprinttype = {arXiv},
eprint = {2406.14784},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17322,
author = {Valentin Margraf and
Marcel Wever and
Sandra Gilhuber and
Gabriel Marques Tavares and
Thomas Seidl and
Eyke H{\"{u}}llermeier},
title = {ALPBench: {A} Benchmark for Active Learning Pipelines on Tabular Data},
journal = {CoRR},
volume = {abs/2406.17322},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17322},
doi = {10.48550/ARXIV.2406.17322},
eprinttype = {arXiv},
eprint = {2406.17322},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17818,
author = {Feiyang Xu and
Shunyu Liu and
Yunpeng Qing and
Yihe Zhou and
Yuwen Wang and
Mingli Song},
title = {Temporal Prototype-Aware Learning for Active Voltage Control on Power
Distribution Networks},
journal = {CoRR},
volume = {abs/2406.17818},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17818},
doi = {10.48550/ARXIV.2406.17818},
eprinttype = {arXiv},
eprint = {2406.17818},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-18621,
author = {Lukas Rauch and
Denis Huseljic and
Moritz Wirth and
Jens Decke and
Bernhard Sick and
Christoph Scholz},
title = {Towards Deep Active Learning in Avian Bioacoustics},
journal = {CoRR},
volume = {abs/2406.18621},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.18621},
doi = {10.48550/ARXIV.2406.18621},
eprinttype = {arXiv},
eprint = {2406.18621},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-18621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-18899,
author = {Nishesh Singh and
Sidharth Ramesh and
Abhishek Shankar and
Jyotishka Duttagupta and
Leander Stephen D'Souza and
Sanjay Singh},
title = {Autonomous Control of a Novel Closed Chain Five Bar Active Suspension
via Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2406.18899},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.18899},
doi = {10.48550/ARXIV.2406.18899},
eprinttype = {arXiv},
eprint = {2406.18899},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-18899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19596,
author = {Diksha Goel and
Kristen Moore and
Mingyu Guo and
Derui Wang and
Minjune Kim and
Seyit Camtepe},
title = {Optimizing Cyber Defense in Dynamic Active Directories through Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2406.19596},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.19596},
doi = {10.48550/ARXIV.2406.19596},
eprinttype = {arXiv},
eprint = {2406.19596},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-19596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19714,
author = {Loes Kruger and
Sebastian Junges and
Jurriaan Rot},
title = {State Matching and Multiple References in Adaptive Active Automata
Learning},
journal = {CoRR},
volume = {abs/2406.19714},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.19714},
doi = {10.48550/ARXIV.2406.19714},
eprinttype = {arXiv},
eprint = {2406.19714},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-19714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-00337,
author = {Xiaolong He and
April Tran and
David M. Bortz and
Youngsoo Choi},
title = {Physics-informed active learning with simultaneous weak-form latent
space dynamics identification},
journal = {CoRR},
volume = {abs/2407.00337},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.00337},
doi = {10.48550/ARXIV.2407.00337},
eprinttype = {arXiv},
eprint = {2407.00337},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-00337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-00801,
author = {Alessio Russo and
Alexandre Prouti{\`{e}}re},
title = {Model-Free Active Exploration in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2407.00801},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.00801},
doi = {10.48550/ARXIV.2407.00801},
eprinttype = {arXiv},
eprint = {2407.00801},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-00801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01804,
author = {Inbal Mishal and
Daphna Weinshall},
title = {DCoM: Active Learning for All Learners},
journal = {CoRR},
volume = {abs/2407.01804},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01804},
doi = {10.48550/ARXIV.2407.01804},
eprinttype = {arXiv},
eprint = {2407.01804},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-02119,
author = {Yifang Chen and
Shuohang Wang and
Ziyi Yang and
Hiteshi Sharma and
Nikos Karampatziakis and
Donghan Yu and
Kevin G. Jamieson and
Simon Shaolei Du and
Yelong Shen},
title = {Cost-Effective Proxy Reward Model Construction with On-Policy and
Active Learning},
journal = {CoRR},
volume = {abs/2407.02119},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.02119},
doi = {10.48550/ARXIV.2407.02119},
eprinttype = {arXiv},
eprint = {2407.02119},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-02119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-02335,
author = {Lorenzo S. Querol and
Hajime Nagahara and
Hideaki Hayashi},
title = {{CALICO:} Confident Active Learning with Integrated Calibration},
journal = {CoRR},
volume = {abs/2407.02335},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.02335},
doi = {10.48550/ARXIV.2407.02335},
eprinttype = {arXiv},
eprint = {2407.02335},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-02335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-03542,
author = {Shiyi Wang and
Yang Nan and
Sheng Zhang and
Federico Felder and
Xiaodan Xing and
Yingying Fang and
Javier Del Ser and
Simon L. F. Walsh and
Guang Yang},
title = {Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway
Segmentation from {HRCT} via a Human-AI Collaboration Based Active
Learning Method},
journal = {CoRR},
volume = {abs/2407.03542},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.03542},
doi = {10.48550/ARXIV.2407.03542},
eprinttype = {arXiv},
eprint = {2407.03542},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-03542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-03895,
author = {Philipp Kohl and
Yoka Kr{\"{a}}mer and
Claudia Fohry and
Bodo Kraft},
title = {Scoping Review of Active Learning Strategies and their Evaluation
Environments for Entity Recognition Tasks},
journal = {CoRR},
volume = {abs/2407.03895},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.03895},
doi = {10.48550/ARXIV.2407.03895},
eprinttype = {arXiv},
eprint = {2407.03895},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-03895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-04877,
author = {Rui Ding and
Jianguo Liu and
Kang Hua and
Xuebin Wang and
Xiaoben Zhang and
Minhua Shao and
Yuxin Chen and
Junhong Chen},
title = {Leveraging Data Mining, Active Learning, and Domain Adaptation in
a Multi-Stage, Machine Learning-Driven Approach for the Efficient
Discovery of Advanced Acidic Oxygen Evolution Electrocatalysts},
journal = {CoRR},
volume = {abs/2407.04877},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.04877},
doi = {10.48550/ARXIV.2407.04877},
eprinttype = {arXiv},
eprint = {2407.04877},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-04877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07268,
author = {Zhenghao Zhao and
Yuzhang Shang and
Junyi Wu and
Yan Yan},
title = {Dataset Quantization with Active Learning based Adaptive Sampling},
journal = {CoRR},
volume = {abs/2407.07268},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07268},
doi = {10.48550/ARXIV.2407.07268},
eprinttype = {arXiv},
eprint = {2407.07268},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07674,
author = {Pradeep Bajracharya and
Javier Quetzalc{\'{o}}atl Toledo{-}Mar{\'{\i}}n and
Geoffrey C. Fox and
Shantenu Jha and
Linwei Wang},
title = {Feasibility Study on Active Learning of Smart Surrogates for Scientific
Simulations},
journal = {CoRR},
volume = {abs/2407.07674},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07674},
doi = {10.48550/ARXIV.2407.07674},
eprinttype = {arXiv},
eprint = {2407.07674},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-08215,
author = {Seyed Amir Hossein Aqajari and
Ziyu Wang and
Ali Tazarv and
Sina Labbaf and
Salar Jafarlou and
Brenda Nguyen and
Nikil D. Dutt and
Marco Levorato and
Amir M. Rahmani},
title = {Enhancing Performance and User Engagement in Everyday Stress Monitoring:
{A} Context-Aware Active Reinforcement Learning Approach},
journal = {CoRR},
volume = {abs/2407.08215},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.08215},
doi = {10.48550/ARXIV.2407.08215},
eprinttype = {arXiv},
eprint = {2407.08215},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-08215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-09739,
author = {Syrine Belakaria and
Benjamin Letham and
Janardhan Rao Doppa and
Barbara Engelhardt and
Stefano Ermon and
Eytan Bakshy},
title = {Active Learning for Derivative-Based Global Sensitivity Analysis with
Gaussian Processes},
journal = {CoRR},
volume = {abs/2407.09739},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.09739},
doi = {10.48550/ARXIV.2407.09739},
eprinttype = {arXiv},
eprint = {2407.09739},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-09739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-10441,
author = {Ruying Liu and
Wanjing Wu and
Burcin Becerik{-}Gerber and
Gale M. Lucas},
title = {Enhancing Building Safety Design for Active Shooter Incidents: Exploration
of Building Exit Parameters using Reinforcement Learning-Based Simulations},
journal = {CoRR},
volume = {abs/2407.10441},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.10441},
doi = {10.48550/ARXIV.2407.10441},
eprinttype = {arXiv},
eprint = {2407.10441},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-10441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-10696,
author = {Antoine Habis and
Vannary Meas{-}Yedid and
Elsa D. Angelini and
Jean{-}Christophe Olivo{-}Marin},
title = {Deep ContourFlow: Advancing Active Contours with Deep Learning},
journal = {CoRR},
volume = {abs/2407.10696},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.10696},
doi = {10.48550/ARXIV.2407.10696},
eprinttype = {arXiv},
eprint = {2407.10696},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-10696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-11053,
author = {Chen Ding and
Pengfei Wei and
Yan Shi and
Jinxing Liu and
Matteo Broggi and
Michael Beer},
title = {Sampling and active learning methods for network reliability estimation
using K-terminal spanning tree},
journal = {CoRR},
volume = {abs/2407.11053},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.11053},
doi = {10.48550/ARXIV.2407.11053},
eprinttype = {arXiv},
eprint = {2407.11053},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-11053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-12212,
author = {Wonho Bae and
Junhyug Noh and
Danica J. Sutherland},
title = {Generalized Coverage for More Robust Low-Budget Active Learning},
journal = {CoRR},
volume = {abs/2407.12212},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.12212},
doi = {10.48550/ARXIV.2407.12212},
eprinttype = {arXiv},
eprint = {2407.12212},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-12212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-14720,
author = {Beichen Zhang and
Liang Li and
Zheng{-}Jun Zha and
Jiebo Luo and
Qingming Huang},
title = {Downstream-Pretext Domain Knowledge Traceback for Active Learning},
journal = {CoRR},
volume = {abs/2407.14720},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.14720},
doi = {10.48550/ARXIV.2407.14720},
eprinttype = {arXiv},
eprint = {2407.14720},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-14720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-15293,
author = {Jacob Thrasher and
Annahita Amireskandari and
Prashnna K. Gyawali},
title = {Enhancing Retinal Disease Classification from {OCTA} Images via Active
Learning Techniques},
journal = {CoRR},
volume = {abs/2407.15293},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.15293},
doi = {10.48550/ARXIV.2407.15293},
eprinttype = {arXiv},
eprint = {2407.15293},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-15293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-15593,
author = {Luca Di Giammarino and
Boyang Sun and
Giorgio Grisetti and
Marc Pollefeys and
Hermann Blum and
Daniel Barath},
title = {Learning Where to Look: Self-supervised Viewpoint Selection for Active
Localization using Geometrical Information},
journal = {CoRR},
volume = {abs/2407.15593},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.15593},
doi = {10.48550/ARXIV.2407.15593},
eprinttype = {arXiv},
eprint = {2407.15593},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-15593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-17284,
author = {Fabiano Bel{\'{e}}m and
Washington Cunha and
Celso Fran{\c{c}}a and
Cl{\'{a}}udio M. V. de Andrade and
Leonardo Rocha and
Marcos Andr{\'{e}} Gon{\c{c}}alves},
title = {A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning
in Text Classification Tasks},
journal = {CoRR},
volume = {abs/2407.17284},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.17284},
doi = {10.48550/ARXIV.2407.17284},
eprinttype = {arXiv},
eprint = {2407.17284},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-17284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-17643,
author = {Harsh Modi and
Mohammad R. Hajidavalloo and
Zhaojian Li and
Minghui Zheng},
title = {Robust Iterative Learning for Collaborative Road Profile Estimation
and Active Suspension Control in Connected Vehicles},
journal = {CoRR},
volume = {abs/2407.17643},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.17643},
doi = {10.48550/ARXIV.2407.17643},
eprinttype = {arXiv},
eprint = {2407.17643},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-17643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-17992,
author = {Cen{-}You Li and
Marc Toussaint and
Barbara Rakitsch and
Christoph Zimmer},
title = {Amortized Active Learning for Nonparametric Functions},
journal = {CoRR},
volume = {abs/2407.17992},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.17992},
doi = {10.48550/ARXIV.2407.17992},
eprinttype = {arXiv},
eprint = {2407.17992},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-17992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-18889,
author = {Vijay Keswani and
Vincent Conitzer and
Hoda Heidari and
Jana Schaich Borg and
Walter Sinnott{-}Armstrong},
title = {On the Pros and Cons of Active Learning for Moral Preference Elicitation},
journal = {CoRR},
volume = {abs/2407.18889},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.18889},
doi = {10.48550/ARXIV.2407.18889},
eprinttype = {arXiv},
eprint = {2407.18889},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-18889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-00426,
author = {Thorben Werner and
Johannes Burchert and
Maximilian Stubbemann and
Lars Schmidt{-}Thieme},
title = {A Cross-Domain Benchmark for Active Learning},
journal = {CoRR},
volume = {abs/2408.00426},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.00426},
doi = {10.48550/ARXIV.2408.00426},
eprinttype = {arXiv},
eprint = {2408.00426},
timestamp = {Fri, 06 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-00426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-01536,
author = {Daniel Musekamp and
Marimuthu Kalimuthu and
David Holzm{\"{u}}ller and
Makoto Takamoto and
Mathias Niepert},
title = {Active Learning for Neural {PDE} Solvers},
journal = {CoRR},
volume = {abs/2408.01536},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.01536},
doi = {10.48550/ARXIV.2408.01536},
eprinttype = {arXiv},
eprint = {2408.01536},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-01536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-01694,
author = {Sima Didari and
Wenjun Hu and
Jae Oh Woo and
Heng Hao and
Hankyu Moon and
Seungjai Min},
title = {Bayesian Active Learning for Semantic Segmentation},
journal = {CoRR},
volume = {abs/2408.01694},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.01694},
doi = {10.48550/ARXIV.2408.01694},
eprinttype = {arXiv},
eprint = {2408.01694},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-01694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-01861,
author = {Hon Sum Alec Yu and
Christoph Zimmer and
Duy Nguyen{-}Tuong},
title = {Batch Active Learning in Gaussian Process Regression using Derivatives},
journal = {CoRR},
volume = {abs/2408.01861},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.01861},
doi = {10.48550/ARXIV.2408.01861},
eprinttype = {arXiv},
eprint = {2408.01861},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-01861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-02349,
author = {Khanh Nguyen and
Huy Hoang Nguyen and
Egor Panfilov and
Aleksei Tiulpin},
title = {Active Sensing of Knee Osteoarthritis Progression with Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2408.02349},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.02349},
doi = {10.48550/ARXIV.2408.02349},
eprinttype = {arXiv},
eprint = {2408.02349},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-02349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-02849,
author = {Cho{-}Chun Chiu and
Tuan Nguyen and
Ting He and
Shiqiang Wang and
Beom{-}Su Kim and
Ki{-}Il Kim},
title = {Active Learning for WBAN-based Health Monitoring},
journal = {CoRR},
volume = {abs/2408.02849},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.02849},
doi = {10.48550/ARXIV.2408.02849},
eprinttype = {arXiv},
eprint = {2408.02849},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-02849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-03685,
author = {Shengren Hou and
Shuyi Gao and
Weijie Xia and
Edgar Mauricio Salazar Duque and
Peter Palensky and
Pedro P. Vergara},
title = {{RL-ADN:} {A} High-Performance Deep Reinforcement Learning Environment
for Optimal Energy Storage Systems Dispatch in Active Distribution
Networks},
journal = {CoRR},
volume = {abs/2408.03685},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.03685},
doi = {10.48550/ARXIV.2408.03685},
eprinttype = {arXiv},
eprint = {2408.03685},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-03685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-03819,
author = {Simret Araya Gebreegziabher and
Kuangshi Ai and
Zheng Zhang and
Elena L. Glassman and
Toby Jia{-}Jun Li},
title = {Leveraging Variation Theory in Counterfactual Data Augmentation for
Optimized Active Learning},
journal = {CoRR},
volume = {abs/2408.03819},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.03819},
doi = {10.48550/ARXIV.2408.03819},
eprinttype = {arXiv},
eprint = {2408.03819},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-03819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-04482,
author = {Sriram Mandalika and
Athira Nambiar},
title = {SegXAL: Explainable Active Learning for Semantic Segmentation in Driving
Scene Scenarios},
journal = {CoRR},
volume = {abs/2408.04482},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.04482},
doi = {10.48550/ARXIV.2408.04482},
eprinttype = {arXiv},
eprint = {2408.04482},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-04482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-04637,
author = {Kun Qian and
Yisi Sang and
Farima Fatahi Bayat and
Anton Belyi and
Xianqi Chu and
Yash Govind and
Samira Khorshidi and
Rahul Khot and
Katherine Luna and
Azadeh Nikfarjam and
Xiaoguang Qi and
Fei Wu and
Xianhan Zhang and
Yunyao Li},
title = {{APE:} Active Learning-based Tooling for Finding Informative Few-shot
Examples for LLM-based Entity Matching},
journal = {CoRR},
volume = {abs/2408.04637},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.04637},
doi = {10.48550/ARXIV.2408.04637},
eprinttype = {arXiv},
eprint = {2408.04637},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-04637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-04917,
author = {Jaehyuk Heo and
Pilsung Kang},
title = {Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained
Vision-Language Model},
journal = {CoRR},
volume = {abs/2408.04917},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.04917},
doi = {10.48550/ARXIV.2408.04917},
eprinttype = {arXiv},
eprint = {2408.04917},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-04917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-05493,
author = {Tuan Vu Ho and
Kota Dohi and
Yohei Kawaguchi},
title = {Stream-based Active Learning for Anomalous Sound Detection in Machine
Condition Monitoring},
journal = {CoRR},
volume = {abs/2408.05493},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.05493},
doi = {10.48550/ARXIV.2408.05493},
eprinttype = {arXiv},
eprint = {2408.05493},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-05493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-05982,
author = {Daria de Tinguy and
Tim Verbelen and
Bart Dhoedt},
title = {Exploring and Learning Structure: Active Inference Approach in Navigational
Agents},
journal = {CoRR},
volume = {abs/2408.05982},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.05982},
doi = {10.48550/ARXIV.2408.05982},
eprinttype = {arXiv},
eprint = {2408.05982},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-05982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Nozari23,
author = {Sheida Nozari},
title = {Learning Multi-Modal Self-Awareness Models Empowered by Active Inference
for Autonomous Vehicles},
school = {University of Genoa, Italy},
year = {2023},
url = {https://hdl.handle.net/11567/1127315},
doi = {10.15167/NOZARI-SHEIDA\_PHD2023-07-13},
timestamp = {Sun, 29 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Nozari23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Sendi23,
author = {Mohammad S. Eslampanah Sendi},
title = {An active learning framework for quantifying the effect of neuromodulation},
school = {Georgia Institute of Technology, Atlanta, GA, {USA}},
year = {2023},
url = {https://hdl.handle.net/1853/72467},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Sendi23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Holzmuller23,
author = {David Holzm{\"{u}}ller},
title = {Regression from linear models to neural networks: double descent,
active learning, and sampling},
school = {University of Stuttgart, Germany},
year = {2023},
url = {https://nbn-resolving.org/urn:nbn:de:bsz:93-opus-ds-134895},
urn = {urn:nbn:de:bsz:93-opus-ds-134895},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/dnb/Holzmuller23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Kolle23,
author = {Michael K{\"{o}}lle},
title = {Forming a hybrid intelligence system by combining Active Learning
and paid crowdsourcing for semantic 3D point cloud segmentation},
school = {University of Stuttgart, Germany},
year = {2023},
url = {https://nbn-resolving.org/urn:nbn:de:bsz:93-opus-ds-134952},
urn = {urn:nbn:de:bsz:93-opus-ds-134952},
doi = {10.18419/OPUS-13476},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/dnb/Kolle23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Loffler23,
author = {Christoffer L{\"{o}}ffler},
title = {Active Deep Learning of Representations for Similarity Search},
school = {University of Erlangen-Nuremberg, Germany},
year = {2023},
url = {https://nbn-resolving.org/urn:nbn:de:101:1-2023122110144246629380},
urn = {urn:nbn:de:101:1-2023122110144246629380},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/dnb/Loffler23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Panknin23,
author = {Danny Panknin},
title = {Towards model-agnostic active learning in regression via identification
of problem-intrinsic properties},
school = {Technical University of Berlin, Germany},
year = {2023},
url = {https://nbn-resolving.org/urn:nbn:de:101:1-2023051702102728414826},
urn = {urn:nbn:de:101:1-2023051702102728414826},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Panknin23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Barbier23,
author = {Thomas Barbier},
title = {Autonomous learning in a neuromorphic vision system: an active efficient
coding spiking model applied to vision. (Apprentissage autonome dans
un syst{\`{e}}me de vision neuromorphique : un mod{\`{e}}le de codage
impulsionnel actif et efficace appliqu{\'{e}} {\`{a}} la vision)},
school = {University of Clermont Auvergne, Clermont-Ferrand, France},
year = {2023},
url = {https://tel.archives-ouvertes.fr/tel-04241619},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/hal/Barbier23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Deschamps23,
author = {Sebastien Deschamps},
title = {Apprentissage actif profond pour la reconnaissance visuelle {\`{a}}
partir de peu d'exemples. (Deep Active Learning for Visual Recognition
with Few Examples)},
school = {Sorbonne University, Paris, France},
year = {2023},
url = {https://tel.archives-ouvertes.fr/tel-04205380},
timestamp = {Sun, 29 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Deschamps23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Fersula23,
author = {J{\'{e}}r{\'{e}}my Fersula},
title = {Swarm Robotics: distributed Online Learning in the realm of Active
Matter. (Robotique en essaim : apprentissage en ligne distribu{\'{e}}
dans le domaine de la mati{\`{e}}re active)},
school = {Sorbonne University, Paris, France},
year = {2023},
url = {https://tel.archives-ouvertes.fr/tel-04483298},
timestamp = {Wed, 05 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Fersula23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Lies23,
author = {Hadjadj Lies},
title = {Semi Supervised Active Learning with Explicit Mislabel Modeling: An
Application to Material Design. (Apprentissage Actif semi-supervis{\'{e}}
avec la Mod{\'{e}}lisation Explicite de Mislabel : Application
{\`{a}} la Conception de Mat{\'{e}}riaux)},
school = {Grenoble Alpes University, France},
year = {2023},
url = {https://tel.archives-ouvertes.fr/tel-04121467},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Lies23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/pt/Raiyani23,
author = {Kashyap Raiyani},
title = {An uncertainty prediction approach for active learning - application
to earth observation},
school = {University of {\'{E}}vora, Portugal},
year = {2023},
url = {https://hdl.handle.net/10174/34873},
timestamp = {Thu, 08 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/pt/Raiyani23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AbbasASAAKZ23,
author = {Sidra Abbas and
Shtwai Alsubai and
Gabriel Avelino R. Sampedro and
Mideth B. Abisado and
Ahmad S. Almadhor and
Natalia Kryvinska and
Monji Mohamed Zaidi},
title = {Active Learning for News Article's Authorship Identification},
journal = {{IEEE} Access},
volume = {11},
pages = {98415--98426},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3310813},
doi = {10.1109/ACCESS.2023.3310813},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AbbasASAAKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AzzamJaiO23,
author = {Asmae Azzam{-}Jai and
Mohammed Ouassaid},
title = {Machine Learning-Based Adaline Neural {PQ} Strategy for a Photovoltaic
Integrated Shunt Active Power Filter},
journal = {{IEEE} Access},
volume = {11},
pages = {56593--56618},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3281488},
doi = {10.1109/ACCESS.2023.3281488},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AzzamJaiO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BaoZHFL23,
author = {Chengjia Bao and
Tianyi Zhang and
Zhixi Hu and
Wangjing Feng and
Ru Liu},
title = {Wind Turbine Condition Monitoring Based on Improved Active Learning
Strategy and {KNN} Algorithm},
journal = {{IEEE} Access},
volume = {11},
pages = {13545--13553},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3243625},
doi = {10.1109/ACCESS.2023.3243625},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/BaoZHFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BuchertNK23,
author = {Felix Buchert and
Nassir Navab and
Seong Tae Kim},
title = {Toward Label-Efficient Neural Network Training: Diversity-Based Sampling
in Semi-Supervised Active Learning},
journal = {{IEEE} Access},
volume = {11},
pages = {5193--5205},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3236529},
doi = {10.1109/ACCESS.2023.3236529},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/BuchertNK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/He23a,
author = {Deniu He},
title = {Active Learning for Ordinal Classification Based on Adaptive Diversity-Based
Uncertainty Sampling},
journal = {{IEEE} Access},
volume = {11},
pages = {16396--16410},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2022.3208260},
doi = {10.1109/ACCESS.2022.3208260},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/He23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JaliliTJCSP23,
author = {Feridoon Jalili and
Felice Francesco Tafuri and
Ole Kiel Jensen and
Qingyue Chen and
Ming Shen and
Gert Fr{\o}lund Pedersen},
title = {Bandwidth-Scalable Digital Predistortion of Active Phased Array Using
Transfer Learning Neural Network},
journal = {{IEEE} Access},
volume = {11},
pages = {13877--13888},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3242648},
doi = {10.1109/ACCESS.2023.3242648},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/JaliliTJCSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiZG23,
author = {Gen Li and
Lu Zhao and
Junwei Gu},
title = {An Active Learning Algorithm for Image Classification Based on Difficulty
and Competence},
journal = {{IEEE} Access},
volume = {11},
pages = {60398--60406},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3279717},
doi = {10.1109/ACCESS.2023.3279717},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LiZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MahmoodRSNB23,
author = {Tariq Mahmood and
Amjad Rehman and
Tanzila Saba and
Lubna Nadeem and
Saeed Ali Omer Bahaj},
title = {Recent Advancements and Future Prospects in Active Deep Learning for
Medical Image Segmentation and Classification},
journal = {{IEEE} Access},
volume = {11},
pages = {113623--113652},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3313977},
doi = {10.1109/ACCESS.2023.3313977},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/MahmoodRSNB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Onita23,
author = {Daniela Onita},
title = {Active Learning Based on Transfer Learning Techniques for Text Classification},
journal = {{IEEE} Access},
volume = {11},
pages = {28751--28761},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3260771},
doi = {10.1109/ACCESS.2023.3260771},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/Onita23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhangLC23,
author = {Kuangyan Zhang and
Sanmin Liu and
Yanfei Chen},
title = {Online Active Learning Framework for Data Stream Classification With
Density-Peaks Recognition},
journal = {{IEEE} Access},
volume = {11},
pages = {27853--27864},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3257857},
doi = {10.1109/ACCESS.2023.3257857},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhangLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhouZ23,
author = {Chenxiao Zhou and
Lianying Zou},
title = {Semi-Supervised Gaussian Processes Active Learning Model for Imbalanced
Small Data Based on Tri-Training With Data Enhancement},
journal = {{IEEE} Access},
volume = {11},
pages = {17510--17524},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3244682},
doi = {10.1109/ACCESS.2023.3244682},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZhouZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aei/LiLNWLN23,
author = {Weifeng Li and
Bin Li and
Shuanlong Niu and
Zhenrong Wang and
Baohui Liu and
Tongzhi Niu},
title = {Selecting informative data for defect segmentation from imbalanced
datasets via active learning},
journal = {Adv. Eng. Informatics},
volume = {56},
pages = {101933},
year = {2023},
url = {https://doi.org/10.1016/j.aei.2023.101933},
doi = {10.1016/J.AEI.2023.101933},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aei/LiLNWLN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/ZhengCTCSZLLZYM23,
author = {Chao Zheng and
Xu Cao and
Kun Tang and
Zhipeng Cao and
Elena Sizikova and
Tong Zhou and
Erlong Li and
Ao Liu and
Shengtao Zou and
Xinrui Yan and
Shuqi Mei},
title = {High-definition map automatic annotation system based on active learning},
journal = {{AI} Mag.},
volume = {44},
number = {4},
pages = {418--430},
year = {2023},
url = {https://doi.org/10.1002/aaai.12139},
doi = {10.1002/AAAI.12139},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/ZhengCTCSZLLZYM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/YangZFGWH23,
author = {Zeyu Yang and
Jizhi Zhang and
Fuli Feng and
Chongming Gao and
Qifan Wang and
Xiangnan He},
title = {Interactive active learning for fairness with partial group label},
journal = {{AI} Open},
volume = {4},
pages = {175--182},
year = {2023},
url = {https://doi.org/10.1016/j.aiopen.2023.10.003},
doi = {10.1016/J.AIOPEN.2023.10.003},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aiopen/YangZFGWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/Ozbay23,
author = {Erdal {\"{O}}zbay},
title = {An active deep learning method for diabetic retinopathy detection
in segmented fundus images using artificial bee colony algorithm},
journal = {Artif. Intell. Rev.},
volume = {56},
number = {4},
pages = {3291--3318},
year = {2023},
url = {https://doi.org/10.1007/s10462-022-10231-3},
doi = {10.1007/S10462-022-10231-3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/Ozbay23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/AhmedLF23,
author = {Usman Ahmed and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger},
title = {Federated deep active learning for attention-based transaction classification},
journal = {Appl. Intell.},
volume = {53},
number = {8},
pages = {8631--8643},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-04388-1},
doi = {10.1007/S10489-022-04388-1},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/AhmedLF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ChenZP23,
author = {Chengjun Chen and
Chenxu Zhang and
Yong Pan},
title = {Active compliance control of robot peg-in-hole assembly based on combined
reinforcement learning},
journal = {Appl. Intell.},
volume = {53},
number = {24},
pages = {30677--30690},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-05156-5},
doi = {10.1007/S10489-023-05156-5},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ChenZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/GuDYYG23,
author = {Yan Gu and
Jicong Duan and
Hualong Yu and
Xibei Yang and
Shang Gao},
title = {{PLVI-CE:} a multi-label active learning algorithm with simultaneously
considering uncertainty and diversity},
journal = {Appl. Intell.},
volume = {53},
number = {22},
pages = {27844--27864},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-05008-2},
doi = {10.1007/S10489-023-05008-2},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/GuDYYG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/HuangLCZ23,
author = {Huifang Huang and
Zhi Liu and
C. L. Philip Chen and
Yun Zhang},
title = {Hyperspectral image classification via active learning and broad learning
system},
journal = {Appl. Intell.},
volume = {53},
number = {12},
pages = {15683--15694},
year = {2023},
url = {https://doi.org/10.1007/s10489-021-02805-5},
doi = {10.1007/S10489-021-02805-5},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/HuangLCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/JiYLZY23,
author = {Xia Ji and
Wanli Ye and
Xue{-}jun Li and
Peng Zhao and
Sheng Yao},
title = {Adaptive active learning through k-nearest neighbor optimized local
density clustering},
journal = {Appl. Intell.},
volume = {53},
number = {12},
pages = {14892--14902},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-04169-w},
doi = {10.1007/S10489-022-04169-W},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/JiYLZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/NamFC23,
author = {Somang Nam and
Deborah I. Fels and
Mark H. Chignell},
title = {Developing a closed captioning quality assessment system using a multi-label
classifier with active learning from deaf and hard of hearing viewers},
journal = {Appl. Intell.},
volume = {53},
number = {19},
pages = {22882--22897},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-04677-3},
doi = {10.1007/S10489-023-04677-3},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/NamFC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/PriesBM23,
author = {Joris Pries and
Sandjai Bhulai and
Rob van der Mei},
title = {Active pairwise distance learning for efficient labeling of large
datasets by human experts},
journal = {Appl. Intell.},
volume = {53},
number = {21},
pages = {24689--24708},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-04516-5},
doi = {10.1007/S10489-023-04516-5},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/PriesBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/TangFM23,
author = {Shengbing Tang and
Kenji Fujimoto and
Ichiro Maruta},
title = {Actively learning dynamical systems using Bayesian neural networks},
journal = {Appl. Intell.},
volume = {53},
number = {23},
pages = {29338--29362},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-05044-y},
doi = {10.1007/S10489-023-05044-Y},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/TangFM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aslib/YanTYW23,
author = {Chengxi Yan and
Xuemei Tang and
Hao Yang and
Jun Wang},
title = {A deep active learning-based and crowdsourcing-assisted solution for
named entity recognition in Chinese historical corpora},
journal = {Aslib J. Inf. Manag.},
volume = {75},
number = {3},
pages = {455--480},
year = {2023},
url = {https://doi.org/10.1108/AJIM-03-2022-0107},
doi = {10.1108/AJIM-03-2022-0107},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aslib/YanTYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/ByunKL23,
author = {Ha{-}Eun Byun and
Boeun Kim and
Jay H. Lee},
title = {Embedding active learning in batch-to-batch optimization using reinforcement
learning},
journal = {Autom.},
volume = {157},
pages = {111260},
year = {2023},
url = {https://doi.org/10.1016/j.automatica.2023.111260},
doi = {10.1016/J.AUTOMATICA.2023.111260},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/automatica/ByunKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/WangSLZLLDLHC23,
author = {Lei Wang and
Shao{-}Hua Shi and
Hui Li and
Xiangxiang Zeng and
Su{-}You Liu and
Zhao{-}Qian Liu and
Yafeng Deng and
Ai{-}Ping Lu and
Tingjun Hou and
Dong{-}Sheng Cao},
title = {Reducing false positive rate of docking-based virtual screening by
active learning},
journal = {Briefings Bioinform.},
volume = {24},
number = {1},
year = {2023},
url = {https://doi.org/10.1093/bib/bbac626},
doi = {10.1093/BIB/BBAC626},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/WangSLZLLDLHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/GuanLZSZ23,
author = {Xiaoyu Guan and
Zhongnian Li and
Yueying Zhou and
Wei Shao and
Daoqiang Zhang},
title = {Active learning for efficient analysis of high-throughput nanopore
data},
journal = {Bioinform.},
volume = {39},
number = {1},
year = {2023},
url = {https://doi.org/10.1093/bioinformatics/btac764},
doi = {10.1093/BIOINFORMATICS/BTAC764},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/GuanLZSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/MeirellesKKFST23,
author = {Andr{\'{e}} L. S. Meirelles and
Tahsin M. Kur{\c{c}} and
Jun Kong and
Renato Ferreira and
Joel H. Saltz and
George Teodoro},
title = {Effective and efficient active learning for deep learning-based tissue
image analysis},
journal = {Bioinform.},
volume = {39},
number = {4},
year = {2023},
url = {https://doi.org/10.1093/bioinformatics/btad138},
doi = {10.1093/BIOINFORMATICS/BTAD138},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/MeirellesKKFST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biomedsem/XieFZL23,
author = {Weixin Xie and
Kunjie Fan and
Shijun Zhang and
Lang Li},
title = {Multiple sampling schemes and deep learning improve active learning
performance in drug-drug interaction information retrieval analysis
from the literature},
journal = {J. Biomed. Semant.},
volume = {14},
number = {1},
pages = {5},
year = {2023},
url = {https://doi.org/10.1186/s13326-023-00287-7},
doi = {10.1186/S13326-023-00287-7},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biomedsem/XieFZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/HeYZYC23,
author = {Ziyang He and
Shuaiying Yuan and
Jianhui Zhao and
Zhiyong Yuan and
Yufei Chen},
title = {A robust myocardial infarction localization system based on multi-branch
residual shrinkage network and active learning with clustering},
journal = {Biomed. Signal Process. Control.},
volume = {80},
number = {Part},
pages = {104238},
year = {2023},
url = {https://doi.org/10.1016/j.bspc.2022.104238},
doi = {10.1016/J.BSPC.2022.104238},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/HeYZYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacie/GuoWSL23,
author = {Jingjing Guo and
Qian Wang and
Shu Su and
Yiting Li},
title = {Informativeness-guided active learning for deep learning-based fa{\c{c}}ade
defects detection},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {38},
number = {17},
pages = {2408--2425},
year = {2023},
url = {https://doi.org/10.1111/mice.12998},
doi = {10.1111/MICE.12998},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacie/GuoWSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacie/PisarskiJ23,
author = {Dominik Pisarski and
Lukasz Jankowski},
title = {Reinforcement learning-based control to suppress the transient vibration
of semi-active structures subjected to unknown harmonic excitation},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {38},
number = {12},
pages = {1605--1621},
year = {2023},
url = {https://doi.org/10.1111/mice.12920},
doi = {10.1111/MICE.12920},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacie/PisarskiJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacie/SaneiiKSML23,
author = {Mostafa Saneii and
Ali Kazemeini and
Sania Esmaeilzadeh Seilabi and
Mohammad Miralinaghi and
Samuel Labi},
title = {A methodology for scheduling within-day roadway work zones using deep
neural networks and active learning},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {38},
number = {9},
pages = {1101--1126},
year = {2023},
url = {https://doi.org/10.1111/mice.12921},
doi = {10.1111/MICE.12921},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacie/SaneiiKSML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacie/YuanAYZ23,
author = {Ye Yuan and
Francis T. K. Au and
Dong Yang and
Jing Zhang},
title = {Active learning structural model updating of a multisensory system
based on Kriging method and Bayesian inference},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {38},
number = {3},
pages = {353--371},
year = {2023},
url = {https://doi.org/10.1111/mice.12822},
doi = {10.1111/MICE.12822},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacie/YuanAYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/Ericson23,
author = {Barbara Ericson},
title = {Four Ways to Add Active Learning to Computing Courses},
journal = {Commun. {ACM}},
volume = {66},
number = {2},
pages = {26--29},
year = {2023},
url = {https://doi.org/10.1145/3576930},
doi = {10.1145/3576930},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/Ericson23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caee/Ariza23,
author = {Jonathan {\'{A}}lvarez Ariza},
title = {Bringing active learning, experimentation, and student-created videos
in engineering: {A} study about teaching electronics and physical
computing integrating online and mobile learning},
journal = {Comput. Appl. Eng. Educ.},
volume = {31},
number = {6},
pages = {1723--1749},
year = {2023},
url = {https://doi.org/10.1002/cae.22673},
doi = {10.1002/CAE.22673},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/caee/Ariza23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/QiuHOKM23,
author = {Jie Qiu and
Yuichiro Hayashi and
Masahiro Oda and
Takayuki Kitasaka and
Kensaku Mori},
title = {Class-wise confidence-aware active learning for laparoscopic images
segmentation},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {18},
number = {3},
pages = {473--482},
year = {2023},
url = {https://doi.org/10.1007/s11548-022-02773-2},
doi = {10.1007/S11548-022-02773-2},
timestamp = {Wed, 18 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/QiuHOKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/KhozeimehASTSAHSKNTA23,
author = {Fahime Khozeimeh and
Roohallah Alizadehsani and
Milad Shirani and
Mehrzad Tartibi and
Afshin Shoeibi and
Hamid Alinejad{-}Rokny and
Chandrashekhar Harlapur and
Sayed Javed Sultanzadeh and
Abbas Khosravi and
Saeid Nahavandi and
Ru San Tan and
U. Rajendra Acharya},
title = {{ALEC:} Active learning with ensemble of classifiers for clinical
diagnosis of coronary artery disease},
journal = {Comput. Biol. Medicine},
volume = {158},
pages = {106841},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.106841},
doi = {10.1016/J.COMPBIOMED.2023.106841},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/KhozeimehASTSAHSKNTA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/SunXCZQHLLWYYWSTQ23,
author = {Tong Sun and
Chaoqun Xue and
Yang Chen and
Luyao Zhao and
Chenchen Qiao and
Aoyu Huang and
Feitao Li and
Chao Liu and
Heng Wang and
Yongfeng Yang and
Qian Yao and
Gaojie Wang and
Chengzhong Sun and
Tao Tian and
Hongbo Qiao},
title = {Cost-effective identification of the field maturity of tobacco leaves
based on deep semi-supervised active learning and smartphone photograph},
journal = {Comput. Electron. Agric.},
volume = {215},
pages = {108373},
year = {2023},
url = {https://doi.org/10.1016/j.compag.2023.108373},
doi = {10.1016/J.COMPAG.2023.108373},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cea/SunXCZQHLLWYYWSTQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/SunZMZL23,
author = {Teng Sun and
Wen Zhang and
Zhonghua Miao and
Zhe Zhang and
Nan Li},
title = {Object localization methodology in occluded agricultural environments
through deep learning and active sensing},
journal = {Comput. Electron. Agric.},
volume = {212},
pages = {108141},
year = {2023},
url = {https://doi.org/10.1016/j.compag.2023.108141},
doi = {10.1016/J.COMPAG.2023.108141},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cea/SunZMZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/WanLHC23,
author = {Liang Wan and
Yufei Liu and
Yong He and
Haiyan Cen},
title = {Prior knowledge and active learning enable hybrid method for estimating
leaf chlorophyll content from multi-scale canopy reflectance},
journal = {Comput. Electron. Agric.},
volume = {214},
pages = {108308},
year = {2023},
url = {https://doi.org/10.1016/j.compag.2023.108308},
doi = {10.1016/J.COMPAG.2023.108308},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cea/WanLHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/TangLWGYL23,
author = {Binhui Tang and
Xiaohui Li and
Junfeng Wang and
Wenhan Ge and
Zhongkun Yu and
Tongcan Lin},
title = {{STIOCS:} Active learning-based semi-supervised training framework
for {IOC} extraction},
journal = {Comput. Electr. Eng.},
volume = {112},
pages = {108981},
year = {2023},
url = {https://doi.org/10.1016/j.compeleceng.2023.108981},
doi = {10.1016/J.COMPELECENG.2023.108981},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cee/TangLWGYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/JiangMLW23,
author = {Xue Jiang and
Lubin Meng and
Siyang Li and
Dongrui Wu},
title = {Active poisoning: efficient backdoor attacks on transfer learning-based
brain-computer interfaces},
journal = {Sci. China Inf. Sci.},
volume = {66},
number = {8},
year = {2023},
url = {https://doi.org/10.1007/s11432-022-3548-2},
doi = {10.1007/S11432-022-3548-2},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/JiangMLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cii/SarkarRNM23,
author = {Debangsha Sarkar and
Milad Ramezankhani and
Apurva Narayan and
Abbas S. Milani},
title = {Non data hungry smart composite manufacturing using active transfer
learning with sigma point sampling {(SPSATL)}},
journal = {Comput. Ind.},
volume = {151},
pages = {103989},
year = {2023},
url = {https://doi.org/10.1016/j.compind.2023.103989},
doi = {10.1016/J.COMPIND.2023.103989},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cii/SarkarRNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/NaeemAK23,
author = {Faisal Naeem and
Mansoor Ali and
Georges Kaddoum},
title = {Federated-Learning-Empowered Semi-Supervised Active Learning Framework
for Intrusion Detection in {ZSM}},
journal = {{IEEE} Commun. Mag.},
volume = {61},
number = {2},
pages = {88--94},
year = {2023},
url = {https://doi.org/10.1109/MCOM.001.2200533},
doi = {10.1109/MCOM.001.2200533},
timestamp = {Sun, 26 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cm/NaeemAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/AmmariMHSB23,
author = {Asma Ammari and
Ramzi Mahmoudi and
Badii Hmida and
Rachida Saouli and
Mohamed Hedi Bedoui},
title = {Deep-active-learning approach towards accurate right ventricular segmentation
using a two-level uncertainty estimation},
journal = {Comput. Medical Imaging Graph.},
volume = {104},
pages = {102168},
year = {2023},
url = {https://doi.org/10.1016/j.compmedimag.2022.102168},
doi = {10.1016/J.COMPMEDIMAG.2022.102168},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/AmmariMHSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coling/MendoncaRCS23,
author = {V{\^{a}}nia Mendon{\c{c}}a and
Ricardo Rei and
Lu{\'{\i}}sa Coheur and
Alberto Sardinha},
title = {Onception: Active Learning with Expert Advice for Real World Machine
Translation},
journal = {Comput. Linguistics},
volume = {49},
number = {2},
pages = {325--372},
year = {2023},
url = {https://doi.org/10.1162/coli\_a\_00473},
doi = {10.1162/COLI\_A\_00473},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coling/MendoncaRCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/NiuGXWKH23,
author = {Zequn Niu and
Wenjie Guo and
Jingfeng Xue and
Yong Wang and
Zixiao Kong and
Lu Huang},
title = {A novel anomaly detection approach based on ensemble semi-supervised
active learning {(ADESSA)}},
journal = {Comput. Secur.},
volume = {129},
pages = {103190},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2023.103190},
doi = {10.1016/J.COSE.2023.103190},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/NiuGXWKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/OlimpioCMF23,
author = {Gilberto Olimpio and
L{\'{a}}saro J. Camargos and
Rodrigo Sanches Miani and
Elaine Ribeiro de Faria},
title = {Model update for intrusion detection: Analyzing the performance of
delayed labeling and active learning strategies},
journal = {Comput. Secur.},
volume = {134},
pages = {103451},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2023.103451},
doi = {10.1016/J.COSE.2023.103451},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/OlimpioCMF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computers/VoliotiOSTK23,
author = {Christina Volioti and
Christos Orovas and
Theodosios Sapounidis and
Georgios P. Trachanas and
Euclid Keramopoulos},
title = {Augmented Reality in Primary Education: An Active Learning Approach
in Mathematics},
journal = {Comput.},
volume = {12},
number = {10},
pages = {207},
year = {2023},
url = {https://doi.org/10.3390/computers12100207},
doi = {10.3390/COMPUTERS12100207},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/computers/VoliotiOSTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computing/AgrawalTV23,
author = {Ankit Agrawal and
Sarsij Tripathi and
Manu Vardhan},
title = {Multicore based least confidence query sampling strategy to speed
up active learning approach for named entity recognition},
journal = {Computing},
volume = {105},
number = {5},
pages = {979--997},
year = {2023},
url = {https://doi.org/10.1007/s00607-021-01000-1},
doi = {10.1007/S00607-021-01000-1},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computing/AgrawalTV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/connection/TanZ23,
author = {Feixiang Tan and
Guansheng Zheng},
title = {Active learning for deep object detection by fully exploiting unlabeled
data},
journal = {Connect. Sci.},
volume = {35},
number = {1},
year = {2023},
url = {https://doi.org/10.1080/09540091.2023.2195596},
doi = {10.1080/09540091.2023.2195596},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/connection/TanZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/CannelliZFBP23,
author = {Loris Cannelli and
Mengjia Zhu and
Francesco Farina and
Alberto Bemporad and
Dario Piga},
title = {Multi-Agent Active Learning for Distributed Black-Box Optimization},
journal = {{IEEE} Control. Syst. Lett.},
volume = {7},
pages = {1488--1493},
year = {2023},
url = {https://doi.org/10.1109/LCSYS.2023.3270347},
doi = {10.1109/LCSYS.2023.3270347},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csysl/CannelliZFBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cybersec/YingW23,
author = {Zonghao Ying and
Bin Wu},
title = {{DLP:} towards active defense against backdoor attacks with decoupled
learning process},
journal = {Cybersecur.},
volume = {6},
number = {1},
pages = {9},
year = {2023},
url = {https://doi.org/10.1186/s42400-023-00141-4},
doi = {10.1186/S42400-023-00141-4},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cybersec/YingW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/displays/HuangSLZM23,
author = {Wei Huang and
Shuzhou Sun and
Xiao Lin and
Dawei Zhang and
Lizhuang Ma},
title = {Deep active learning with Weighting filter for object detection},
journal = {Displays},
volume = {76},
pages = {102282},
year = {2023},
url = {https://doi.org/10.1016/j.displa.2022.102282},
doi = {10.1016/J.DISPLA.2022.102282},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/displays/HuangSLZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/displays/LiYTZZM23,
author = {Ding Li and
Xuebing Yang and
Yongqiang Tang and
Chenyang Zhang and
Wensheng Zhang and
Lizhuang Ma},
title = {Active learning with effective scoring functions for semi-supervised
temporal action localization},
journal = {Displays},
volume = {78},
pages = {102434},
year = {2023},
url = {https://doi.org/10.1016/j.displa.2023.102434},
doi = {10.1016/J.DISPLA.2023.102434},
timestamp = {Sun, 25 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/displays/LiYTZZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/AhmedAE0A23,
author = {Maheed H. Ahmed and
Abdullah AboHussien and
Aly El{-}Shafei and
Ahmed M. Darwish and
Ahmed H. Abdel{-}Gawad},
title = {Active control of flexible rotors using deep reinforcement learning
with application of multi-actor-critic deep deterministic policy gradient},
journal = {Eng. Appl. Artif. Intell.},
volume = {124},
pages = {106593},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.106593},
doi = {10.1016/J.ENGAPPAI.2023.106593},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/AhmedAE0A23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/BoreshbanMGMA23,
author = {Yasaman Boreshban and
Seyed Morteza Mirbostani and
Gholamreza Ghassem{-}Sani and
Seyed Abolghasem Mirroshandel and
Shahin Amiriparian},
title = {Improving question answering performance using knowledge distillation
and active learning},
journal = {Eng. Appl. Artif. Intell.},
volume = {123},
number = {Part {A}},
pages = {106137},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.106137},
doi = {10.1016/J.ENGAPPAI.2023.106137},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/BoreshbanMGMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ChaMB23,
author = {Young{-}Jin Cha and
Alireza Mostafavi and
Sukhpreet S. Benipal},
title = {DNoiseNet: Deep learning-based feedback active noise control in various
noisy environments},
journal = {Eng. Appl. Artif. Intell.},
volume = {121},
pages = {105971},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.105971},
doi = {10.1016/J.ENGAPPAI.2023.105971},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/ChaMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ChoKLHNM23,
author = {Sunghyun Cho and
Minsu Kim and
Jaewon Lee and
Areum Han and
Jonggeol Na and
Il Moon},
title = {Multi-objective optimization of explosive waste treatment process
considering environment via Bayesian active learning},
journal = {Eng. Appl. Artif. Intell.},
volume = {117},
number = {Part},
pages = {105463},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2022.105463},
doi = {10.1016/J.ENGAPPAI.2022.105463},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/ChoKLHNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/JinLDYWS23,
author = {Qiuye Jin and
Shiman Li and
Xiaofei Du and
Mingzhi Yuan and
Manning Wang and
Zhijian Song},
title = {Density-based one-shot active learning for image segmentation},
journal = {Eng. Appl. Artif. Intell.},
volume = {126},
pages = {106805},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.106805},
doi = {10.1016/J.ENGAPPAI.2023.106805},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/JinLDYWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LiuSZMT23,
author = {Zongqi Liu and
Xueguan Song and
Chao Zhang and
Yunsheng Ma and
Dacheng Tao},
title = {RSAL-iMFS: {A} framework of randomized stacking with active learning
for incremental multi-fidelity surrogate modeling},
journal = {Eng. Appl. Artif. Intell.},
volume = {120},
pages = {105871},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.105871},
doi = {10.1016/J.ENGAPPAI.2023.105871},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/LiuSZMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LiuYQLQHWYWP23,
author = {Yang Liu and
Guoping Yang and
Shaojie Qiao and
Meiqi Liu and
Lulu Qu and
Nan Han and
Tao Wu and
Guan Yuan and
Tao Wu and
Yuzhong Peng},
title = {Imbalanced data classification: Using transfer learning and active
sampling},
journal = {Eng. Appl. Artif. Intell.},
volume = {117},
number = {Part},
pages = {105621},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2022.105621},
doi = {10.1016/J.ENGAPPAI.2022.105621},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/LiuYQLQHWYWP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LiuZDZL23,
author = {Weike Liu and
Cheng Zhu and
Zhaoyun Ding and
Hang Zhang and
Qingbao Liu},
title = {Multiclass imbalanced and concept drift network traffic classification
framework based on online active learning},
journal = {Eng. Appl. Artif. Intell.},
volume = {117},
number = {Part},
pages = {105607},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2022.105607},
doi = {10.1016/J.ENGAPPAI.2022.105607},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/LiuZDZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/Maroto-GomezMCG23,
author = {Marcos Maroto{-}G{\'{o}}mez and
Sara Marques{-}Villarroya and
Jos{\'{e}} Carlos Castillo and
{\'{A}}lvaro Castro Gonz{\'{a}}lez and
Mar{\'{\i}}a Malfaz},
title = {Active learning based on computer vision and human-robot interaction
for the user profiling and behavior personalization of an autonomous
social robot},
journal = {Eng. Appl. Artif. Intell.},
volume = {117},
number = {Part},
pages = {105631},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2022.105631},
doi = {10.1016/J.ENGAPPAI.2022.105631},
timestamp = {Fri, 09 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/Maroto-GomezMCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/WangXNX23,
author = {Zhenhao Wang and
Rui Xu and
Tingyuan Nie and
Dong Xu},
title = {Semi-supervised active learning hypothesis verification for improved
geometric expression in three-dimensional object recognition},
journal = {Eng. Appl. Artif. Intell.},
volume = {120},
pages = {105956},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.105956},
doi = {10.1016/J.ENGAPPAI.2023.105956},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/WangXNX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ZhouZZQCB23,
author = {Peng Zhou and
Tongxin Zhang and
Liwen Zhao and
Yifan Qi and
Yuan Chang and
Lu Bai},
title = {Pre-clustering active learning method for automatic classification
of building structures in urban areas},
journal = {Eng. Appl. Artif. Intell.},
volume = {123},
number = {Part {C}},
pages = {106382},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.106382},
doi = {10.1016/J.ENGAPPAI.2023.106382},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/ZhouZZQCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/BothmannWCWEPNBM23,
author = {Ludwig Bothmann and
Lisa Wimmer and
Omid Charrakh and
Tobias Weber and
Hendrik Edelhoff and
Wibke Peters and
Hien Nguyen and
Caryl Benjamin and
Annette Menzel},
title = {Automated wildlife image classification: An active learning tool for
ecological applications},
journal = {Ecol. Informatics},
volume = {77},
pages = {102231},
year = {2023},
url = {https://doi.org/10.1016/j.ecoinf.2023.102231},
doi = {10.1016/J.ECOINF.2023.102231},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ecoi/BothmannWCWEPNBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/OstaDMGC23,
author = {John M. van Osta and
Brad Dreis and
Ed Meyer and
Laura F. Grogan and
J. Guy Castley},
title = {An active learning framework and assessment of inter-annotator agreement
facilitate automated recogniser development for vocalisations of a
rare species, the southern black-throated finch (\emph{Poephila cincta
cincta})},
journal = {Ecol. Informatics},
volume = {77},
pages = {102233},
year = {2023},
url = {https://doi.org/10.1016/j.ecoinf.2023.102233},
doi = {10.1016/J.ECOINF.2023.102233},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ecoi/OstaDMGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/MatsumotoOT23,
author = {Takazumi Matsumoto and
Wataru Ohata and
Jun Tani},
title = {Incremental Learning of Goal-Directed Actions in a Dynamic Environment
by a Robot Using Active Inference},
journal = {Entropy},
volume = {25},
number = {11},
pages = {1506},
year = {2023},
url = {https://doi.org/10.3390/e25111506},
doi = {10.3390/E25111506},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/MatsumotoOT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esi/PatelP23,
author = {Usha Patel and
Vibha Patel},
title = {A comprehensive review: active learning for hyperspectral image classifications},
journal = {Earth Sci. Informatics},
volume = {16},
number = {3},
pages = {1975--1991},
year = {2023},
url = {https://doi.org/10.1007/s12145-023-01040-5},
doi = {10.1007/S12145-023-01040-5},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/esi/PatelP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/AminHKS23,
author = {Sareer Ul Amin and
Adnan Hussain and
Bum{-}Soo Kim and
Sanghyun Seo},
title = {Deep learning based active learning technique for data annotation
and improve the overall performance of classification models},
journal = {Expert Syst. Appl.},
volume = {228},
pages = {120391},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2023.120391},
doi = {10.1016/J.ESWA.2023.120391},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/AminHKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/AndresiniAIM23,
author = {Giuseppina Andresini and
Annalisa Appice and
Dino Ienco and
Donato Malerba},
title = {{SENECA:} Change detection in optical imagery using Siamese networks
with Active-Transfer Learning},
journal = {Expert Syst. Appl.},
volume = {214},
pages = {119123},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.119123},
doi = {10.1016/J.ESWA.2022.119123},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/AndresiniAIM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Ghafarian23,
author = {Seyed Hossein Ghafarian},
title = {Local variational Probabilistic Minimax Active Learning},
journal = {Expert Syst. Appl.},
volume = {211},
pages = {118538},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.118538},
doi = {10.1016/J.ESWA.2022.118538},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/Ghafarian23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/HalderHAA23,
author = {Bohnishikha Halder and
K. M. Azharul Hasan and
Toshiyuki Amagasa and
Md. Manjur Ahmed},
title = {Autonomic active learning strategy using cluster-based ensemble classifier
for concept drifts in imbalanced data stream},
journal = {Expert Syst. Appl.},
volume = {231},
pages = {120578},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2023.120578},
doi = {10.1016/J.ESWA.2023.120578},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/HalderHAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LimCK23,
author = {Heechul Lim and
Kang{-}Wook Chon and
Min{-}Soo Kim},
title = {Active learning using Generative Adversarial Networks for improving
generalization and avoiding distractor points},
journal = {Expert Syst. Appl.},
volume = {227},
pages = {120193},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2023.120193},
doi = {10.1016/J.ESWA.2023.120193},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LimCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MalonCCC23,
author = {Thierry Malon and
Sylvie Chambon and
Alain Crouzil and
Vincent Charvillat},
title = {How to relate synchronized static videos between each other in an
active learning set-up?},
journal = {Expert Syst. Appl.},
volume = {215},
pages = {119344},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.119344},
doi = {10.1016/J.ESWA.2022.119344},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/MalonCCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SilvaMRVRO23,
author = {Luciano Henrique Peixoto da Silva and
Lucas Henrique Sousa Mello and
Alexandre Rodrigues and
Fl{\'{a}}vio Miguel Varej{\~{a}}o and
Marcos Pellegrini Ribeiro and
Thiago Oliveira{-}Santos},
title = {Active learning for new-fault class sample recovery in electrical
submersible pump fault diagnosis},
journal = {Expert Syst. Appl.},
volume = {212},
pages = {118508},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.118508},
doi = {10.1016/J.ESWA.2022.118508},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/SilvaMRVRO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ewc/HanHOZ23,
author = {Mei Han and
Qianqian Huang and
Linhan Ouyang and
Xufeng Zhao},
title = {A kriging-based active learning algorithm for contour estimation of
integrated response with noise factors},
journal = {Eng. Comput.},
volume = {39},
number = {2},
pages = {1341--1362},
year = {2023},
url = {https://doi.org/10.1007/s00366-021-01516-2},
doi = {10.1007/S00366-021-01516-2},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ewc/HanHOZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ewc/PellegriniWBSVD23,
author = {Riccardo Pellegrini and
Jeroen Wackers and
Riccardo Broglia and
Andrea Serani and
Michel Visonneau and
Matteo Diez},
title = {A multi-fidelity active learning method for global design optimization
problems with noisy evaluations},
journal = {Eng. Comput.},
volume = {39},
number = {5},
pages = {3183--3206},
year = {2023},
url = {https://doi.org/10.1007/s00366-022-01728-0},
doi = {10.1007/S00366-022-01728-0},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ewc/PellegriniWBSVD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ewc/XuZZXZ23,
author = {Huanwei Xu and
Wei Zhang and
Naixun Zhou and
Lu Xiao and
Jingtian Zhang},
title = {An active learning Kriging model with adaptive parameters for reliability
analysis},
journal = {Eng. Comput.},
volume = {39},
number = {5},
pages = {3251--3268},
year = {2023},
url = {https://doi.org/10.1007/s00366-022-01747-x},
doi = {10.1007/S00366-022-01747-X},
timestamp = {Wed, 04 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ewc/XuZZXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fbinf/LiDZZPCZH23,
author = {Xueguang Li and
Mingyue Du and
Shanru Zuo and
Mingqing Zhou and
Qiyao Peng and
Ziyao Chen and
Junhua Zhou and
Quan{-}Yuan He},
title = {Deep convolutional neural networks using an active learning strategy
for cervical cancer screening and diagnosis},
journal = {Frontiers Bioinform.},
volume = {3},
year = {2023},
url = {https://doi.org/10.3389/fbinf.2023.1101667},
doi = {10.3389/FBINF.2023.1101667},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fbinf/LiDZZPCZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/DongLFZH23,
author = {Xinyue Dong and
Tingjin Luo and
Ruidong Fan and
Wenzhang Zhuge and
Chenping Hou},
title = {Active label distribution learning via kernel maximum mean discrepancy},
journal = {Frontiers Comput. Sci.},
volume = {17},
number = {4},
pages = {174327},
year = {2023},
url = {https://doi.org/10.1007/s11704-022-1624-5},
doi = {10.1007/S11704-022-1624-5},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/DongLFZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/ShiZ23,
author = {Haochen Shi and
Hui Zhou},
title = {Deep active sampling with self-supervised learning},
journal = {Frontiers Comput. Sci.},
volume = {17},
number = {4},
pages = {174323},
year = {2023},
url = {https://doi.org/10.1007/s11704-022-2189-z},
doi = {10.1007/S11704-022-2189-Z},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/ShiZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/GuerraManzanaresB23,
author = {Alejandro Guerra{-}Manzanares and
Hayretdin Bahsi},
title = {On the application of active learning for efficient and effective
IoT botnet detection},
journal = {Future Gener. Comput. Syst.},
volume = {141},
pages = {40--53},
year = {2023},
url = {https://doi.org/10.1016/j.future.2022.10.024},
doi = {10.1016/J.FUTURE.2022.10.024},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/GuerraManzanaresB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/XieTLLWQ23,
author = {Xiurui Xie and
Maojun Tian and
Guangchun Luo and
Guisong Liu and
Yizhe Wu and
Ke Qin},
title = {Active learning in multi-label image classification with graph convolutional
network embedding},
journal = {Future Gener. Comput. Syst.},
volume = {148},
pages = {56--65},
year = {2023},
url = {https://doi.org/10.1016/j.future.2023.05.028},
doi = {10.1016/J.FUTURE.2023.05.028},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/XieTLLWQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/YangDFBO23,
author = {Zhizhuo Yang and
Gabriel J. Diaz and
Brett R. Fajen and
Reynold Bailey and
Alexander G. Ororbia II},
title = {A neural active inference model of perceptual-motor learning},
journal = {Frontiers Comput. Neurosci.},
volume = {17},
year = {2023},
url = {https://doi.org/10.3389/fncom.2023.1099593},
doi = {10.3389/FNCOM.2023.1099593},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ficn/YangDFBO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fr/LeeBKCSHFAT23,
author = {Jongseok Lee and
Ribin Balachandran and
Konstantin Kondak and
Andre Coelho and
Marco De Stefano and
Matthias Humt and
Jianxiang Feng and
Tamim Asfour and
Rudolph Triebel},
title = {Virtual Reality via Object Pose Estimation and Active Learning: Realizing
Telepresence Robots with Aerial Manipulation Capabilities},
journal = {Field Robotics},
volume = {3},
number = {1},
pages = {323--367},
year = {2023},
url = {https://doi.org/10.55417/fr.2023010},
doi = {10.55417/FR.2023010},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fr/LeeBKCSHFAT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frma/TeijemaHBBFBVBBSB23,
author = {Jelle Jasper Teijema and
Laura Hofstee and
Marlies Brouwer and
Jonathan de Bruin and
Gerbrich Ferdinands and
Jan de Boer and
Pablo Vizan and
Sofie van den Brand and
Claudi Bockting and
Rens van de Schoot and
Ayoub Bagheri},
title = {Active learning-based systematic reviewing using switching classification
models: the case of the onset, maintenance, and relapse of depressive
disorders},
journal = {Frontiers Res. Metrics Anal.},
volume = {8},
year = {2023},
url = {https://doi.org/10.3389/frma.2023.1178181},
doi = {10.3389/FRMA.2023.1178181},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frma/TeijemaHBBFBVBBSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gandc/WangB23,
author = {Zhihao Wang and
Alexander Brenning},
title = {Unsupervised active-transfer learning for automated landslide mapping},
journal = {Comput. Geosci.},
volume = {181},
pages = {105457},
year = {2023},
url = {https://doi.org/10.1016/j.cageo.2023.105457},
doi = {10.1016/J.CAGEO.2023.105457},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gandc/WangB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/WangD23,
author = {Zengmao Wang and
Bo Du},
title = {Unified active and semi-supervised learning for hyperspectral image
classification},
journal = {GeoInformatica},
volume = {27},
number = {1},
pages = {23--38},
year = {2023},
url = {https://doi.org/10.1007/s10707-021-00443-0},
doi = {10.1007/S10707-021-00443-0},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/geoinformatica/WangD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/health/ChenWT23,
author = {Long Chen and
Jiangtao Wang and
Piyushimita (Vonu) Thakuriah},
title = {Quality-Guaranteed and Cost-Effective Population Health Profiling:
{A} Deep Active Learning Approach},
journal = {{ACM} Trans. Comput. Heal.},
volume = {4},
number = {4},
pages = {22:1--22:19},
year = {2023},
url = {https://doi.org/10.1145/3617179},
doi = {10.1145/3617179},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/health/ChenWT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/i-jep/ZaherHA23,
author = {Ashraf A. Zaher and
Ghulam Amjad Hussain and
Hanan Altabbakh},
title = {An Active Learning Approach for Applying STEAMeD-based Education in
Engineering Programs},
journal = {Int. J. Eng. Pedagog.},
volume = {13},
number = {3},
pages = {4--26},
year = {2023},
url = {https://doi.org/10.3991/ijep.v13i3.34819},
doi = {10.3991/IJEP.V13I3.34819},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/i-jep/ZaherHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/He23,
author = {Deniu He},
title = {Active learning for ordinal classification on incomplete data},
journal = {Intell. Data Anal.},
volume = {27},
number = {3},
pages = {613--634},
year = {2023},
url = {https://doi.org/10.3233/IDA-226664},
doi = {10.3233/IDA-226664},
timestamp = {Sat, 24 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/He23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LvD23,
author = {Qiuyue Lv and
Minggang Dong},
title = {An adaptive active learning algorithm with informativeness and representativeness},
journal = {Intell. Data Anal.},
volume = {27},
number = {1},
pages = {199--222},
year = {2023},
url = {https://doi.org/10.3233/IDA-216418},
doi = {10.3233/IDA-216418},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/LvD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ipr/GuoPBXZ23,
author = {Jifeng Guo and
Zhiqi Pang and
Miaoyuan Bai and
Yanbang Xiao and
Jian Zhang},
title = {Independency-enhancing adversarial active learning},
journal = {{IET} Image Process.},
volume = {17},
number = {5},
pages = {1427--1437},
year = {2023},
url = {https://doi.org/10.1049/ipr2.12724},
doi = {10.1049/IPR2.12724},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-ipr/GuoPBXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ipr/SongQYSCY23,
author = {Baojie Song and
Kai Qiao and
Jie Yang and
Shuhao Shi and
Jian Chen and
Bin Yan},
title = {An active learning method based on result quality evaluation for printed
circuit board computed tomography image segmentation},
journal = {{IET} Image Process.},
volume = {17},
number = {13},
pages = {3688--3701},
year = {2023},
url = {https://doi.org/10.1049/ipr2.12888},
doi = {10.1049/IPR2.12888},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-ipr/SongQYSCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-sen/HuangSCDJZQ23,
author = {Boyu Huang and
Youyi Song and
Zhihan Cui and
Haowen Dou and
Dazhi Jiang and
Teng Zhou and
Jing Qin},
title = {Gravitational search algorithm-extreme learning machine for {COVID-19}
active cases forecasting},
journal = {{IET} Softw.},
volume = {17},
number = {4},
pages = {554--565},
year = {2023},
url = {https://doi.org/10.1049/sfw2.12139},
doi = {10.1049/SFW2.12139},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-sen/HuangSCDJZQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijccc/SoboluSB23,
author = {Rodica Sobolu and
Liana Stanca and
Simona Aurelia Bodog},
title = {Automated Recognition Systems: Theoretical and Practical Implementation
of Active Learning for Extracting Knowledge in Image-based Transfer
Learning of Living Organisms},
journal = {Int. J. Comput. Commun. Control},
volume = {18},
number = {6},
year = {2023},
url = {https://doi.org/10.15837/ijccc.2023.6.5728},
doi = {10.15837/IJCCC.2023.6.5728},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijccc/SoboluSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/SaadMB23,
author = {Abdelrahman Saad and
Fahima A. Maghraby and
Osama Badawy},
title = {PolySeg Plus: Polyp Segmentation Using Deep Learning with Cost Effective
Active Learning},
journal = {Int. J. Comput. Intell. Syst.},
volume = {16},
number = {1},
pages = {148},
year = {2023},
url = {https://doi.org/10.1007/s44196-023-00330-6},
doi = {10.1007/S44196-023-00330-6},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/SaadMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdar/SaifullahADA23,
author = {Saifullah Saifullah and
Stefan Agne and
Andreas Dengel and
Sheraz Ahmed},
title = {Analyzing the potential of active learning for document image classification},
journal = {Int. J. Document Anal. Recognit.},
volume = {26},
number = {3},
pages = {187--209},
year = {2023},
url = {https://doi.org/10.1007/s10032-023-00429-8},
doi = {10.1007/S10032-023-00429-8},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdar/SaifullahADA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmmm/Lin23,
author = {You{-}Xuan Lin},
title = {Adaptable address parser with active learning},
journal = {Int. J. Data Min. Model. Manag.},
volume = {15},
number = {1},
pages = {79--101},
year = {2023},
url = {https://doi.org/10.1504/IJDMMM.2023.10051856},
doi = {10.1504/IJDMMM.2023.10051856},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmmm/Lin23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijet/HusainA23,
author = {Annas Jebreen Atyeh Husain and
Abdelhafez Qasem Al{-}Shayeb},
title = {Improvement in Student Achievement through a Flipped Database Management
Classroom: Shifting from Passive Traditional to Active Learning},
journal = {Int. J. Emerg. Technol. Learn.},
volume = {18},
number = {8},
pages = {210--221},
year = {2023},
url = {https://doi.org/10.3991/ijet.v18i08.37699},
doi = {10.3991/IJET.V18I08.37699},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijet/HusainA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/ChengCCLHYWC23,
author = {Jian Cheng and
Liang Cheng and
Sensen Chu and
Jizhe Li and
Qixin Hu and
Li Ye and
Zhiyong Wang and
Hui Chen},
title = {A Comprehensive Evaluation of Machine Learning and Classical Approaches
for Spaceborne Active-Passive Fusion Bathymetry of Coral Reefs},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {12},
number = {9},
pages = {381},
year = {2023},
url = {https://doi.org/10.3390/ijgi12090381},
doi = {10.3390/IJGI12090381},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijgi/ChengCCLHYWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/FonsecaB23,
author = {Jo{\~{a}}o Fonseca and
Fernando Ba{\c{c}}{\~{a}}o},
title = {Improving Active Learning Performance through the Use of Data Augmentation},
journal = {Int. J. Intell. Syst.},
volume = {2023},
pages = {1--17},
year = {2023},
url = {https://doi.org/10.1155/2023/7941878},
doi = {10.1155/2023/7941878},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/FonsecaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisec/LevshunTC23,
author = {Dmitry Levshun and
Olga Tushkanova and
Andrey Chechulin},
title = {Two-model active learning approach for inappropriate information classification
in social networks},
journal = {Int. J. Inf. Sec.},
volume = {22},
number = {6},
pages = {1921--1936},
year = {2023},
url = {https://doi.org/10.1007/s10207-023-00726-7},
doi = {10.1007/S10207-023-00726-7},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijisec/LevshunTC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/HobertFL23,
author = {Sebastian Hobert and
Asbj{\o}rn F{\o}lstad and
Effie Lai{-}Chong Law},
title = {Chatbots for active learning: {A} case of phishing email identification},
journal = {Int. J. Hum. Comput. Stud.},
volume = {179},
pages = {103108},
year = {2023},
url = {https://doi.org/10.1016/j.ijhcs.2023.103108},
doi = {10.1016/J.IJHCS.2023.103108},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmms/HobertFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiCYY23,
author = {Zhongguo Li and
Wen{-}Hua Chen and
Jun Yang and
Yunda Yan},
title = {{AID-RL:} Active information-directed reinforcement learning for autonomous
source seeking and estimation},
journal = {Neurocomputing},
volume = {544},
pages = {126281},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126281},
doi = {10.1016/J.NEUCOM.2023.126281},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LiCYY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/YangZLH23,
author = {Jing Yang and
Wencang Zhao and
Minghua Lu and
Jincai Huang},
title = {Deep Active Recognition through Online Cognitive Learning},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {37},
number = {9},
pages = {2352013:1--2352013:23},
year = {2023},
url = {https://doi.org/10.1142/S0218001423520134},
doi = {10.1142/S0218001423520134},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/YangZLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ile/ChiangBC23,
author = {Feng{-}Kuang Chiang and
D. Christopher Brooks and
Hui Chen},
title = {Cross-cultural social contexts: a comparison of Chinese and {US} students'
experiences in active learning classrooms},
journal = {Interact. Learn. Environ.},
volume = {31},
number = {3},
pages = {1623--1635},
year = {2023},
url = {https://doi.org/10.1080/10494820.2020.1855206},
doi = {10.1080/10494820.2020.1855206},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ile/ChiangBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ile/GongPH23,
author = {Hee Jung Gong and
Hyeri Park and
Thomas Chase Hagood},
title = {Peer learning in {STEM:} a qualitative study of a student-oriented
active learning intervention program},
journal = {Interact. Learn. Environ.},
volume = {31},
number = {4},
pages = {1922--1932},
year = {2023},
url = {https://doi.org/10.1080/10494820.2020.1863235},
doi = {10.1080/10494820.2020.1863235},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ile/GongPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/DiaoWLZWY23,
author = {Lei Diao and
Han Wang and
Jiamin Li and
Pengcheng Zhu and
Dongming Wang and
Xiaohu You},
title = {A Scalable Deep-Learning-Based Active User Detection Approach for
SEU-Assisted Cell-Free Massive {MIMO} Systems},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {22},
pages = {19666--19680},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2023.3282271},
doi = {10.1109/JIOT.2023.3282271},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/DiaoWLZWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/HuangPLYXWLF23,
author = {Zhao Huang and
Stefan Poslad and
Qingquan Li and
Bisheng Yang and
Jizhe Xia and
Bang Wu and
Zhaoliang Luan and
Yonglei Fan},
title = {DeepWE: {A} Deep Bayesian Active Learning Waypoint Estimator for Indoor
Walkers},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {11},
pages = {9738--9752},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2023.3234600},
doi = {10.1109/JIOT.2023.3234600},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/HuangPLYXWLF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AgarwalN23,
author = {Deepesh Agarwal and
Balasubramaniam Natarajan},
title = {Tracking and handling behavioral biases in active learning frameworks},
journal = {Inf. Sci.},
volume = {641},
pages = {119117},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119117},
doi = {10.1016/J.INS.2023.119117},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/AgarwalN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Bemporad23,
author = {Alberto Bemporad},
title = {Active learning for regression by inverse distance weighting},
journal = {Inf. Sci.},
volume = {626},
pages = {275--292},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.01.028},
doi = {10.1016/J.INS.2023.01.028},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Bemporad23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuZJ23,
author = {Zeyuan Liu and
Xin Zhang and
Benben Jiang},
title = {Active learning with fairness-aware clustering for fair classification
considering multiple sensitive attributes},
journal = {Inf. Sci.},
volume = {647},
pages = {119521},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119521},
doi = {10.1016/J.INS.2023.119521},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LiuZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SeoOJKLSL23,
author = {Seungmin Seo and
Byungkook Oh and
Jeongbeom Jeoung and
Donghyun Kim and
Kyong{-}Ho Lee and
Dong{-}Hoon Shin and
Yeonsoo Lee},
title = {Active learning for cross-sentence n-ary relation extraction},
journal = {Inf. Sci.},
volume = {645},
pages = {119328},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119328},
doi = {10.1016/J.INS.2023.119328},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/SeoOJKLSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ShenDU23,
author = {Xin Shen and
Qun Dai and
Wusat Ullah},
title = {An active learning-based incremental deep-broad learning algorithm
for unbalanced time series prediction},
journal = {Inf. Sci.},
volume = {642},
pages = {119103},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119103},
doi = {10.1016/J.INS.2023.119103},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ShenDU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacic/MemarzadehMTRW23,
author = {Milad Memarzadeh and
Bryan Matthews and
Thomas Templin and
Aida Sharif Rohani and
Daniel Weckler},
title = {Semi-Supervised Active Learning for Anomaly Detection in Aviation},
journal = {J. Aerosp. Inf. Syst.},
volume = {20},
number = {4},
pages = {181--194},
year = {2023},
url = {https://doi.org/10.2514/1.i011083},
doi = {10.2514/1.I011083},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jacic/MemarzadehMTRW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/BiPSFC23,
author = {Haixia Bi and
Miquel Perell{\'{o}}{-}Nieto and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Peter A. Flach and
Ian Craddock},
title = {An active semi-supervised deep learning model for human activity recognition},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {14},
number = {10},
pages = {13049--13065},
year = {2023},
url = {https://doi.org/10.1007/s12652-022-03768-2},
doi = {10.1007/S12652-022-03768-2},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/BiPSFC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcamd/RemingtonMBFSL23,
author = {Jacob M. Remington and
Kyle T. McKay and
Noah B. Beckage and
Jonathon B. Ferrell and
Severin T. Schneebeli and
Jianing Li},
title = {GPCRLigNet: rapid screening for {GPCR} active ligands using machine
learning},
journal = {J. Comput. Aided Mol. Des.},
volume = {37},
number = {3},
pages = {147--156},
year = {2023},
url = {https://doi.org/10.1007/s10822-023-00497-2},
doi = {10.1007/S10822-023-00497-2},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcamd/RemingtonMBFSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jche/BeemtGOH23,
author = {Antoine Van den Beemt and
Suzanne Groothuijsen and
Leyla Ozkan and
Will Hendrix},
title = {Remote labs in higher engineering education: engaging students with
active learning pedagogy},
journal = {J. Comput. High. Educ.},
volume = {35},
number = {2},
pages = {320--340},
year = {2023},
url = {https://doi.org/10.1007/s12528-022-09331-4},
doi = {10.1007/S12528-022-09331-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jche/BeemtGOH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/YinPCS23,
author = {Tianzhixi Yin and
Gihan Panapitiya and
Elizabeth D. Coda and
Emily Saldanha},
title = {Evaluating uncertainty-based active learning for accelerating the
generalization of molecular property prediction},
journal = {J. Cheminformatics},
volume = {15},
number = {1},
pages = {105},
year = {2023},
url = {https://doi.org/10.1186/s13321-023-00753-5},
doi = {10.1186/S13321-023-00753-5},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcheminf/YinPCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/GusevGKI23,
author = {Filipp Gusev and
Evgeny Gutkin and
Maria G. Kurnikova and
Olexandr Isayev},
title = {Active Learning Guided Drug Design Lead Optimization Based on Relative
Binding Free Energy Modeling},
journal = {J. Chem. Inf. Model.},
volume = {63},
number = {2},
pages = {583--594},
year = {2023},
url = {https://doi.org/10.1021/acs.jcim.2c01052},
doi = {10.1021/ACS.JCIM.2C01052},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/GusevGKI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/OliveiraLFKAB23,
author = {Cesar de Oliveira and
Karl Leswing and
Shulu Feng and
Ren{\'{e}} Kanters and
Robert Abel and
Sathesh Bhat},
title = {{FEP} Protocol Builder: Optimization of Free Energy Perturbation Protocols
Using Active Learning},
journal = {J. Chem. Inf. Model.},
volume = {63},
number = {17},
pages = {5592--5603},
year = {2023},
url = {https://doi.org/10.1021/acs.jcim.3c00681},
doi = {10.1021/ACS.JCIM.3C00681},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/OliveiraLFKAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/RajuSWU23,
author = {Rajesh K. Raju and
Saurabh Sivakumar and
Xiaoxiao Wang and
Zachary W. Ulissi},
title = {Cluster-MLP: An Active Learning Genetic Algorithm Framework for Accelerated
Discovery of Global Minimum Configurations of Pure and Alloyed Nanoclusters},
journal = {J. Chem. Inf. Model.},
volume = {63},
number = {20},
pages = {6192--6197},
year = {2023},
url = {https://doi.org/10.1021/acs.jcim.3c01431},
doi = {10.1021/ACS.JCIM.3C01431},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/RajuSWU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/XiangTGLWLS23,
author = {Yan Xiang and
Yu{-}Hang Tang and
Zheng Gong and
Hongyi Liu and
Liang Wu and
Guang Lin and
Huai Sun},
title = {Efficient Exploration of Chemical Compound Space Using Active Learning
for Prediction of Thermodynamic Properties of Alkane Molecules},
journal = {J. Chem. Inf. Model.},
volume = {63},
number = {21},
pages = {6515--6524},
year = {2023},
url = {https://doi.org/10.1021/acs.jcim.3c01430},
doi = {10.1021/ACS.JCIM.3C01430},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/XiangTGLWLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcise/LeeWWCY23,
author = {Cheolhei Lee and
Kaiwen Wang and
Jianguo Wu and
Wenjun Cai and
Xiaowei Yue},
title = {Partitioned Active Learning for Heterogeneous Systems},
journal = {J. Comput. Inf. Sci. Eng.},
volume = {23},
number = {4},
year = {2023},
url = {https://doi.org/10.1115/1.4056567},
doi = {10.1115/1.4056567},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcise/LeeWWCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/ChangHCC23,
author = {Yu{-}Jen Chang and
Hsuan{-}Yu Huang and
Ruey{-}Lin Chern and
Yi{-}Ju Chou},
title = {A multiscale computational framework using active learning to model
complex suspension flows},
journal = {J. Comput. Phys.},
volume = {493},
pages = {112481},
year = {2023},
url = {https://doi.org/10.1016/j.jcp.2023.112481},
doi = {10.1016/J.JCP.2023.112481},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/ChangHCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/GaoW23,
author = {Wenhan Gao and
Chunmei Wang},
title = {Active learning based sampling for high-dimensional nonlinear partial
differential equations},
journal = {J. Comput. Phys.},
volume = {475},
pages = {111848},
year = {2023},
url = {https://doi.org/10.1016/j.jcp.2022.111848},
doi = {10.1016/J.JCP.2022.111848},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/GaoW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jece/X23z,
title = {Retracted: Active Learning Query Strategies for Linear Regression
Based on Efficient Global Optimization},
journal = {J. Electr. Comput. Eng.},
volume = {2023},
pages = {9787854:1--9787854:1},
year = {2023},
url = {https://doi.org/10.1155/2023/9787854},
doi = {10.1155/2023/9787854},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jece/X23z.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/ZhengTSSCS23,
author = {Yuemin Zheng and
Jin Tao and
Qinglin Sun and
Hao Sun and
Zengqiang Chen and
Mingwei Sun},
title = {Deep reinforcement learning based active disturbance rejection load
frequency control of multi-area interconnected power systems with
renewable energy},
journal = {J. Frankl. Inst.},
volume = {360},
number = {17},
pages = {13908--13931},
year = {2023},
url = {https://doi.org/10.1016/j.jfranklin.2022.10.007},
doi = {10.1016/J.JFRANKLIN.2022.10.007},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jfi/ZhengTSSCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/ConstantinoSSCZCSFALG23,
author = {Kattiana Constantino and
Thiago H. P. Silva and
Jo{\~{a}}o V{\'{\i}}tor B. Silva and
Victor Augusto L. Cruz and
Ot{\'{a}}vio M. M. Zucheratto and
Marcos Carvalho and
Welton Santos and
Celso Fran{\c{c}}a and
Cl{\'{a}}udio M. V. de Andrade and
Alberto H. F. Laender and
Marcos Andr{\'{e}} Gon{\c{c}}alves},
title = {Using Active Learning for Segmentation and Semantic Classification
of Legal Acts Extracted from Official Diaries},
journal = {J. Inf. Data Manag.},
volume = {14},
number = {1},
year = {2023},
url = {https://doi.org/10.5753/jidm.2023.3181},
doi = {10.5753/JIDM.2023.3181},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jidm/ConstantinoSSCZCSFALG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/BiancoDG23,
author = {Guilherme Dal Bianco and
Denio Duarte and
Marcos Andr{\'{e}} Gon{\c{c}}alves},
title = {Reducing the user labeling effort in effective high recall tasks by
fine-tuning active learning},
journal = {J. Intell. Inf. Syst.},
volume = {61},
number = {2},
pages = {453--472},
year = {2023},
url = {https://doi.org/10.1007/s10844-022-00772-y},
doi = {10.1007/S10844-022-00772-Y},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/BiancoDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HolzmullerZKS23,
author = {David Holzm{\"{u}}ller and
Viktor Zaverkin and
Johannes K{\"{a}}stner and
Ingo Steinwart},
title = {A Framework and Benchmark for Deep Batch Active Learning for Regression},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {164:1--164:81},
year = {2023},
url = {https://jmlr.org/papers/v24/22-0937.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HolzmullerZKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/CaoBWZLZ23,
author = {Rong Cao and
Liang Bao and
Chase Q. Wu and
Panpan Zhangsun and
Yufei Li and
Zhe Zhang},
title = {{CM-CASL:} Comparison-based performance modeling of software systems
via collaborative active and semisupervised learning},
journal = {J. Syst. Softw.},
volume = {201},
pages = {111686},
year = {2023},
url = {https://doi.org/10.1016/j.jss.2023.111686},
doi = {10.1016/J.JSS.2023.111686},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jss/CaoBWZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HaberstichNP23,
author = {C{\'{e}}cile Haberstich and
Anthony Nouy and
Guillaume Perrin},
title = {Active Learning of Tree Tensor Networks using Optimal Least Squares},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {848--876},
year = {2023},
url = {https://doi.org/10.1137/21m1415911},
doi = {10.1137/21M1415911},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/HaberstichNP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jzusc/LiuCHM23,
author = {Shengyuan Liu and
Ke Chen and
Tianlei Hu and
Yunqing Mao},
title = {Uncertainty-aware complementary label queries for active learning},
journal = {Frontiers Inf. Technol. Electron. Eng.},
volume = {24},
number = {10},
pages = {1497--1503},
year = {2023},
url = {https://doi.org/10.1631/FITEE.2200589},
doi = {10.1631/FITEE.2200589},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jzusc/LiuCHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/0005KXSP0L023,
author = {Jiaqi Li and
Haojia Kong and
Gezheng Xu and
Changjian Shui and
Ruizhi Pu and
Zhao Kang and
Charles X. Ling and
Boyu Wang},
title = {Label shift conditioned hybrid querying for deep active learning},
journal = {Knowl. Based Syst.},
volume = {274},
pages = {110616},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110616},
doi = {10.1016/J.KNOSYS.2023.110616},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/0005KXSP0L023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhanLXZS23,
author = {Qiugang Zhan and
Guisong Liu and
Xiurui Xie and
Malu Zhang and
Guolin Sun},
title = {Bio-inspired Active Learning method in spiking neural network},
journal = {Knowl. Based Syst.},
volume = {261},
pages = {110193},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2022.110193},
doi = {10.1016/J.KNOSYS.2022.110193},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ZhanLXZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhangLYZZZ23,
author = {Hang Zhang and
Weike Liu and
Hao Yang and
Yun Zhou and
Cheng Zhu and
Weiming Zhang},
title = {{CSAL:} Cost sensitive active learning for multi-source drifting stream},
journal = {Knowl. Based Syst.},
volume = {277},
pages = {110771},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110771},
doi = {10.1016/J.KNOSYS.2023.110771},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhangLYZZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ker/YaoLR23,
author = {Yao Yao and
Junying Liu and
Conor Ryan},
title = {Using active learning and an agent-based system to perform interactive
knowledge extraction based on the {COVID-19} corpus},
journal = {Knowl. Eng. Rev.},
volume = {38},
year = {2023},
url = {https://doi.org/10.1017/s0269888923000085},
doi = {10.1017/S0269888923000085},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ker/YaoLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/BortiewPB23,
author = {Amos Bortiew and
Swarnajyoti Patra and
Lorenzo Bruzzone},
title = {Active Learning for Hyperspectral Image Classification Using Kernel
Sparse Representation Classifiers},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {20},
pages = {1--5},
year = {2023},
url = {https://doi.org/10.1109/LGRS.2023.3264283},
doi = {10.1109/LGRS.2023.3264283},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/BortiewPB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/HouCPS23,
author = {Wenhui Hou and
Na Chen and
Jiangtao Peng and
Weiwei Sun},
title = {A Prototype and Active Learning Network for Small-Sample Hyperspectral
Image Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {20},
pages = {1--5},
year = {2023},
url = {https://doi.org/10.1109/LGRS.2023.3324398},
doi = {10.1109/LGRS.2023.3324398},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/HouCPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/MollenbrokSD23,
author = {Lars M{\"{o}}llenbrok and
Gencer Sumbul and
Beg{\"{u}}m Demir},
title = {Deep Active Learning for Multi-Label Classification of Remote Sensing
Images},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {20},
pages = {1--5},
year = {2023},
url = {https://doi.org/10.1109/LGRS.2023.3305647},
doi = {10.1109/LGRS.2023.3305647},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/MollenbrokSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/YaoGL23,
author = {Xudong Yao and
Qing Guo and
An Li},
title = {Cloud Detection in Optical Remote Sensing Images With Deep Semi-Supervised
and Active Learning},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {20},
pages = {1--5},
year = {2023},
url = {https://doi.org/10.1109/LGRS.2023.3287537},
doi = {10.1109/LGRS.2023.3287537},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/YaoGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/YeSSBF23,
author = {Zhen Ye and
Tao Sun and
Shihao Shi and
Lin Bai and
James E. Fowler},
title = {Local-Global Active Learning Based on a Graph Convolutional Network
for Semi-Supervised Classification of Hyperspectral Imagery},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {20},
pages = {1--5},
year = {2023},
url = {https://doi.org/10.1109/LGRS.2023.3244758},
doi = {10.1109/LGRS.2023.3244758},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/YeSSBF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CunhaBOM23,
author = {Leandro L. Cunha and
Miguel A. Brito and
Domingos F. Oliveira and
Ana P. Martins},
title = {Active Learning in the Detection of Anomalies in Cryptocurrency Transactions},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1717--1745},
year = {2023},
url = {https://doi.org/10.3390/make5040084},
doi = {10.3390/MAKE5040084},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/CunhaBOM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mansci/ChenLW23,
author = {Xi Chen and
Quanquan Liu and
Yining Wang},
title = {Active Learning for Contextual Search with Binary Feedback},
journal = {Manag. Sci.},
volume = {69},
number = {4},
pages = {2165--2181},
year = {2023},
url = {https://doi.org/10.1287/mnsc.2022.4473},
doi = {10.1287/MNSC.2022.4473},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mansci/ChenLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/GaillochetDL23,
author = {M{\'{e}}lanie Gaillochet and
Christian Desrosiers and
Herv{\'{e}} Lombaert},
title = {Active learning for medical image segmentation with stochastic batches},
journal = {Medical Image Anal.},
volume = {90},
pages = {102958},
year = {2023},
url = {https://doi.org/10.1016/j.media.2023.102958},
doi = {10.1016/J.MEDIA.2023.102958},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/GaillochetDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LiXJZCWG23,
author = {Xiaokang Li and
Menghua Xia and
Jing Jiao and
Shichong Zhou and
Cai Chang and
Yuanyuan Wang and
Yi Guo},
title = {{HAL-IA:} {A} Hybrid Active Learning framework using Interactive Annotation
for medical image segmentation},
journal = {Medical Image Anal.},
volume = {88},
pages = {102862},
year = {2023},
url = {https://doi.org/10.1016/j.media.2023.102862},
doi = {10.1016/J.MEDIA.2023.102862},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/LiXJZCWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/YeCJRZ23,
author = {Qi Ye and
Tingting Cai and
Xiang Ji and
Tong Ruan and
Hong Zheng},
title = {Subsequence and distant supervision based active learning for relation
extraction of Chinese medical texts},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {23},
number = {1},
pages = {34},
year = {2023},
url = {https://doi.org/10.1186/s12911-023-02127-1},
doi = {10.1186/S12911-023-02127-1},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/midm/YeCJRZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BrigantiL23,
author = {Valerio Briganti and
Alessandro Lunghi},
title = {Efficient generation of stable linear machine-learning force fields
with uncertainty-aware active learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35005},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace418},
doi = {10.1088/2632-2153/ACE418},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BrigantiL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JacobsGM23,
author = {Ryan Jacobs and
Philip E. Goins and
Dane Morgan},
title = {Role of multifidelity data in sequential active learning materials
discovery campaigns: case study of electronic bandgap},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45060},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad1627},
doi = {10.1088/2632-2153/AD1627},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/JacobsGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ThomasMitchellHP23,
author = {Adam Thomas{-}Mitchell and
Glenn I. Hawe and
Paul L. A. Popelier},
title = {Calibration of uncertainty in the active learning of machine learning
force fields},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45034},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0ab5},
doi = {10.1088/2632-2153/AD0AB5},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ThomasMitchellHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/DhimanKNSKNPR23,
author = {Gaurav Dhiman and
A. Vignesh Kumar and
R. Nirmalan and
S. Sujitha and
Srihari Kannan and
Yuvaraj Natarajan and
Arulprakash Pinagapani and
Rajan Arshath Raja},
title = {Multi-modal active learning with deep reinforcement learning for target
feature extraction in multi-media image processing applications},
journal = {Multim. Tools Appl.},
volume = {82},
number = {4},
pages = {5343--5367},
year = {2023},
url = {https://doi.org/10.1007/s11042-022-12178-7},
doi = {10.1007/S11042-022-12178-7},
timestamp = {Sat, 10 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/DhimanKNSKNPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/LingappaP23,
author = {Ediga Lingappa and
L. Rama Parvathy},
title = {Deep learning-based active contour technique with bagging and boosting
algorithms hybrid approach for detecting bone Cancer from Mri scan
images},
journal = {Multim. Tools Appl.},
volume = {82},
number = {23},
pages = {36363--36377},
year = {2023},
url = {https://doi.org/10.1007/s11042-023-14811-5},
doi = {10.1007/S11042-023-14811-5},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/LingappaP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/Su23a,
author = {Tengfei Su},
title = {Active learning with prediction vector diversity for crop classification
in western Inner Mongolia},
journal = {Multim. Tools Appl.},
volume = {82},
number = {10},
pages = {15079--15112},
year = {2023},
url = {https://doi.org/10.1007/s11042-022-13768-1},
doi = {10.1007/S11042-022-13768-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/Su23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangCSSU23,
author = {Jiaqi Zhang and
Louis Cammarata and
Chandler Squires and
Themistoklis P. Sapsis and
Caroline Uhler},
title = {Active learning for optimal intervention design in causal models},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {10},
pages = {1066--1075},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00719-0},
doi = {10.1038/S42256-023-00719-0},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhangCSSU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/KarlosAKK23,
author = {Stamatis Karlos and
Christos K. Aridas and
Vasileios G. Kanas and
Sotiris Kotsiantis},
title = {Classification of acoustical signals by combining active learning
strategies with semi-supervised learning schemes},
journal = {Neural Comput. Appl.},
volume = {35},
number = {1},
pages = {3--20},
year = {2023},
url = {https://doi.org/10.1007/s00521-021-05749-6},
doi = {10.1007/S00521-021-05749-6},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/KarlosAKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LiFX23,
author = {Longfei Li and
Haidong Fu and
Xin Xu},
title = {Active learning with sampling by joint global-local uncertainty for
salient object detection},
journal = {Neural Comput. Appl.},
volume = {35},
number = {32},
pages = {23387--23399},
year = {2023},
url = {https://doi.org/10.1007/s00521-021-06395-8},
doi = {10.1007/S00521-021-06395-8},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/LiFX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LiY23,
author = {Kangjie Li and
Wenjing Ye},
title = {A generative adversarial active learning method for mechanical layout
generation},
journal = {Neural Comput. Appl.},
volume = {35},
number = {26},
pages = {19315--19335},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08751-2},
doi = {10.1007/S00521-023-08751-2},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/LiY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/SuiSZCL23,
author = {Hao Sui and
Xiaobing Sun and
Jiale Zhang and
Bing Chen and
Wenjuan Li},
title = {Multi-level membership inference attacks in federated Learning based
on active {GAN}},
journal = {Neural Comput. Appl.},
volume = {35},
number = {23},
pages = {17013--17027},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08593-y},
doi = {10.1007/S00521-023-08593-Y},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/SuiSZCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/WanJQZY23,
author = {Chuanbing Wan and
Fusheng Jin and
Zhuang Qiao and
Weiwei Zhang and
Ye Yuan},
title = {Unsupervised active learning with loss prediction},
journal = {Neural Comput. Appl.},
volume = {35},
number = {5},
pages = {3587--3595},
year = {2023},
url = {https://doi.org/10.1007/s00521-021-06480-y},
doi = {10.1007/S00521-021-06480-Y},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/WanJQZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/YeYFLP23,
author = {Shanding Ye and
Zhe Yin and
Yongjian Fu and
Hu Lin and
Zhijie Pan},
title = {A multi-granularity semisupervised active learning for point cloud
semantic segmentation},
journal = {Neural Comput. Appl.},
volume = {35},
number = {21},
pages = {15629--15645},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08455-7},
doi = {10.1007/S00521-023-08455-7},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/YeYFLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/YouYCJ23,
author = {Weiyu You and
Genke Yang and
Jian Chu and
Changjiang Ju},
title = {Deep reinforcement learning-based proportional-integral control for
dual-active-bridge converter},
journal = {Neural Comput. Appl.},
volume = {35},
number = {24},
pages = {17953--17966},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08667-x},
doi = {10.1007/S00521-023-08667-X},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/YouYCJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ncs/KulichenkoBLLMT23,
author = {Maksim Kulichenko and
Kipton Barros and
Nicholas Lubbers and
Ying Wai Li and
Richard A. Messerly and
Sergei Tretiak and
Justin S. Smith and
Benjamin T. Nebgen},
title = {Uncertainty-driven dynamics for active learning of interatomic potentials},
journal = {Nat. Comput. Sci.},
volume = {3},
number = {3},
pages = {230--239},
year = {2023},
url = {https://doi.org/10.1038/s43588-023-00406-5},
doi = {10.1038/S43588-023-00406-5},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ncs/KulichenkoBLLMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nlpj/LeDZZZ23,
author = {Linh Le and
Gianluca Demartini and
Guido Zuccon and
Genghong Zhao and
Xia Zhang},
title = {Active learning with feature matching for clinical named entity recognition},
journal = {Nat. Lang. Process. J.},
volume = {4},
pages = {100015},
year = {2023},
url = {https://doi.org/10.1016/j.nlp.2023.100015},
doi = {10.1016/J.NLP.2023.100015},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nlpj/LeDZZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ChenWL23,
author = {Shuyue Chen and
Ran Wang and
Jian Lu},
title = {A meta-framework for multi-label active learning based on deep reinforcement
learning},
journal = {Neural Networks},
volume = {162},
pages = {258--270},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.02.045},
doi = {10.1016/J.NEUNET.2023.02.045},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ChenWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LiGYG23,
author = {Guangfei Li and
Quanxue Gao and
Ming Yang and
Xinbo Gao},
title = {Active learning based on similarity level histogram and adaptive-scale
sampling for very high resolution image classification},
journal = {Neural Networks},
volume = {167},
pages = {22--35},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.08.012},
doi = {10.1016/J.NEUNET.2023.08.012},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/LiGYG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MundtHPR23,
author = {Martin Mundt and
Yongwon Hong and
Iuliia Pliushch and
Visvanathan Ramesh},
title = {A wholistic view of continual learning with deep neural networks:
Forgotten lessons and the bridge to active and open world learning},
journal = {Neural Networks},
volume = {160},
pages = {306--336},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.01.014},
doi = {10.1016/J.NEUNET.2023.01.014},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/MundtHPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhangW23,
author = {Hao Zhang and
DeLiang Wang},
title = {Deep {MCANC:} {A} deep learning approach to multi-channel active noise
control},
journal = {Neural Networks},
volume = {158},
pages = {318--327},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2022.11.029},
doi = {10.1016/J.NEUNET.2022.11.029},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZhangW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/GuYY023,
author = {Yan Gu and
Hualong Yu and
Xibei Yang and
Shang Gao},
title = {Active Learning by Extreme Learning Machine with Considering Exploration
and Exploitation Simultaneously},
journal = {Neural Process. Lett.},
volume = {55},
number = {4},
pages = {5245--5267},
year = {2023},
url = {https://doi.org/10.1007/s11063-022-11089-w},
doi = {10.1007/S11063-022-11089-W},
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@article{DBLP:journals/npl/WuZX23,
author = {Weifei Wu and
Yanhui Zhang and
Fuyijin Xing},
title = {Active Selection Transfer Learning Algorithm},
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volume = {55},
number = {7},
pages = {10093--10116},
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timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/WuZX23.bib},
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@article{DBLP:journals/osnm/BarnaboS00NMS23,
author = {Giorgio Barnab{\`{o}} and
Federico Siciliano and
Carlos Castillo and
Stefano Leonardi and
Preslav Nakov and
Giovanni Da San Martino and
Fabrizio Silvestri},
title = {Deep active learning for misinformation detection using geometric
deep learning},
journal = {Online Soc. Networks Media},
volume = {33},
pages = {100244},
year = {2023},
url = {https://doi.org/10.1016/j.osnem.2023.100244},
doi = {10.1016/J.OSNEM.2023.100244},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/osnm/BarnaboS00NMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChenDKQ23,
author = {Zhi Chen and
Jiang Duan and
Li Kang and
Guoping Qiu},
title = {Supervised Anomaly Detection via Conditional Generative Adversarial
Network and Ensemble Active Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {6},
pages = {7781--7798},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3225476},
doi = {10.1109/TPAMI.2022.3225476},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ChenDKQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChenLYTZRLXS23,
author = {Rui Chen and
Isabella Liu and
Edward Yang and
Jianyu Tao and
Xiaoshuai Zhang and
Qing Ran and
Zhu Liu and
Jing Xu and
Hao Su},
title = {ActiveZero++: Mixed Domain Learning Stereo and Confidence-Based Depth
Completion With Zero Annotation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {12},
pages = {14098--14113},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3305399},
doi = {10.1109/TPAMI.2023.3305399},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ChenLYTZRLXS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/DuCZCCL23,
author = {Pan Du and
Hui Chen and
Suyun Zhao and
Shuwen Chai and
Hong Chen and
Cuiping Li},
title = {Contrastive Active Learning Under Class Distribution Mismatch},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {4},
pages = {4260--4273},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3188807},
doi = {10.1109/TPAMI.2022.3188807},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/DuCZCCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ShohamA23,
author = {Neta Shoham and
Haim Avron},
title = {Experimental Design for Overparameterized Learning With Application
to Single Shot Deep Active Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {10},
pages = {11766--11777},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3287042},
doi = {10.1109/TPAMI.2023.3287042},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ShohamA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WanYYXLJH23,
author = {Fang Wan and
Qixiang Ye and
Tianning Yuan and
Songcen Xu and
Jianzhuang Liu and
Xiangyang Ji and
Qingming Huang},
title = {Multiple Instance Differentiation Learning for Active Object Detection},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {10},
pages = {12133--12147},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3277738},
doi = {10.1109/TPAMI.2023.3277738},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/WanYYXLJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pcs/KiranovRK23,
author = {Dmitry M. Kiranov and
Maxim A. Ryndin and
Ilya S. Kozlov},
title = {Active Learning and Transfer Learning for Document Segmentation},
journal = {Program. Comput. Softw.},
volume = {49},
number = {7},
pages = {566--573},
year = {2023},
url = {https://doi.org/10.1134/S0361768823070046},
doi = {10.1134/S0361768823070046},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pcs/KiranovRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/WangCSY23,
author = {Xingyu Wang and
Xurong Chi and
Yanzhi Song and
Zhouwang Yang},
title = {Active learning with label quality control},
journal = {PeerJ Comput. Sci.},
volume = {9},
pages = {e1480},
year = {2023},
url = {https://doi.org/10.7717/peerj-cs.1480},
doi = {10.7717/PEERJ-CS.1480},
timestamp = {Wed, 04 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/peerj-cs/WangCSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/phycomm/AmirabadiKN23,
author = {Mohammad Ali Amirabadi and
Mohammad Hossein Kahaei and
S. Alireza Nezamalhosseini},
title = {Active learning for {OPM} in {FMF} systems},
journal = {Phys. Commun.},
volume = {58},
pages = {102042},
year = {2023},
url = {https://doi.org/10.1016/j.phycom.2023.102042},
doi = {10.1016/J.PHYCOM.2023.102042},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/phycomm/AmirabadiKN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GontierSDMP23,
author = {Camille Gontier and
Simone Carlo Surace and
Igor Delvendahl and
Martin M{\"{u}}ller and
Jean{-}Pascal Pfister},
title = {Efficient sampling-based Bayesian Active Learning for synaptic characterization},
journal = {PLoS Comput. Biol.},
volume = {19},
number = {8},
year = {2023},
url = {https://doi.org/10.1371/journal.pcbi.1011342},
doi = {10.1371/JOURNAL.PCBI.1011342},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/GontierSDMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/MartinsCJ23,
author = {Vinicius Eiji Martins and
Alberto Cano and
Sylvio Barbon Junior},
title = {Meta-learning for dynamic tuning of active learning on stream classification},
journal = {Pattern Recognit.},
volume = {138},
pages = {109359},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2023.109359},
doi = {10.1016/J.PATCOG.2023.109359},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/MartinsCJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangCY23,
author = {Ran Wang and
Shuyue Chen and
Yu Yu},
title = {Extending version-space theory to multi-label active learning with
imbalanced data},
journal = {Pattern Recognit.},
volume = {142},
pages = {109690},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2023.109690},
doi = {10.1016/J.PATCOG.2023.109690},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WangCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/WangYXZGZ23,
author = {Xuanhong Wang and
Shiyu Yang and
Yun Xiao and
Xia Zheng and
Shuai Gao and
Jincheng Zhou},
title = {A vehicle classification model based on deep active learning},
journal = {Pattern Recognit. Lett.},
volume = {171},
pages = {84--91},
year = {2023},
url = {https://doi.org/10.1016/j.patrec.2023.05.009},
doi = {10.1016/J.PATREC.2023.05.009},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/WangYXZGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/WuLZZWLZ23,
author = {Yaqiang Wu and
Yifei Li and
Tianzhe Zhao and
Lingling Zhang and
Bifan Wei and
Jun Liu and
Qinghua Zheng},
title = {Improved prototypical network for active few-shot learning},
journal = {Pattern Recognit. Lett.},
volume = {172},
pages = {188--194},
year = {2023},
url = {https://doi.org/10.1016/j.patrec.2023.06.015},
doi = {10.1016/J.PATREC.2023.06.015},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/WuLZZWLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qre/SunLZWW23,
author = {Yuhang Sun and
Zhijie Liu and
Pengpeng Zhi and
Xiaobang Wang and
Junjie Wang},
title = {An active learning reliability algorithm using DMSSA-optimized Kriging
model and parallel infilling strategy},
journal = {Qual. Reliab. Eng. Int.},
volume = {39},
number = {7},
pages = {2765--2783},
year = {2023},
url = {https://doi.org/10.1002/qre.3384},
doi = {10.1002/QRE.3384},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qre/SunLZWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/quantum/LangeKBSGB23,
author = {Hannah Lange and
Matjaz Kebric and
Maximilian Buser and
Ulrich Schollw{\"{o}}ck and
Fabian Grusdt and
Annabelle Bohrdt},
title = {Adaptive Quantum State Tomography with Active Learning},
journal = {Quantum},
volume = {7},
pages = {1129},
year = {2023},
url = {https://doi.org/10.22331/q-2023-10-09-1129},
doi = {10.22331/Q-2023-10-09-1129},
timestamp = {Thu, 28 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/quantum/LangeKBSGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/UnalDUG23,
author = {Ozan Unal and
Dengxin Dai and
Ali Tamer {\"{U}}nal and
Luc Van Gool},
title = {Discwise Active Learning for LiDAR Semantic Segmentation},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {8},
number = {11},
pages = {7671--7678},
year = {2023},
url = {https://doi.org/10.1109/LRA.2023.3320488},
doi = {10.1109/LRA.2023.3320488},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/UnalDUG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/WeiYLDLYY23,
author = {Boyan Wei and
Xianfeng Ye and
Chengjiang Long and
Zhenjun Du and
Bangyu Li and
Baocai Yin and
Xin Yang},
title = {Discriminative Active Learning for Robotic Grasping in Cluttered Scene},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {8},
number = {3},
pages = {1858--1865},
year = {2023},
url = {https://doi.org/10.1109/LRA.2023.3243474},
doi = {10.1109/LRA.2023.3243474},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/WeiYLDLYY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/ZhouSZW23,
author = {Dong Zhou and
Guanghui Sun and
Zhao Zhang and
Ligang Wu},
title = {On Deep Recurrent Reinforcement Learning for Active Visual Tracking
of Space Noncooperative Objects},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {8},
number = {8},
pages = {4418--4425},
year = {2023},
url = {https://doi.org/10.1109/LRA.2023.3282792},
doi = {10.1109/LRA.2023.3282792},
timestamp = {Thu, 05 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/ZhouSZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/ZhouYRBLY23,
author = {Xuhui Zhou and
Ziqi Yang and
Yunxiao Ren and
Weibang Bai and
Benny Lo and
Eric M. Yeatman},
title = {Modified Bilateral Active Estimation Model: {A} Learning-Based Solution
to the Time Delay Problem in Robotic Tele-Control},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {8},
number = {5},
pages = {2653--2660},
year = {2023},
url = {https://doi.org/10.1109/LRA.2023.3257708},
doi = {10.1109/LRA.2023.3257708},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/ZhouYRBLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/AmitranoGMPRS23,
author = {Donato Amitrano and
Giovanni Luca Giacco and
Stefano Marrone and
Antonio Elia Pascarella and
Mattia Rigiroli and
Carlo Sansone},
title = {Forest Aboveground Biomass Estimation Using Machine Learning Ensembles:
Active Learning Strategies for Model Transfer and Field Sampling Reduction},
journal = {Remote. Sens.},
volume = {15},
number = {21},
pages = {5138},
year = {2023},
url = {https://doi.org/10.3390/rs15215138},
doi = {10.3390/RS15215138},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/AmitranoGMPRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/DiXZ23,
author = {Xiyao Di and
Zhaohui Xue and
Mengxue Zhang},
title = {Active Learning-Driven Siamese Network for Hyperspectral Image Classification},
journal = {Remote. Sens.},
volume = {15},
number = {3},
pages = {752},
year = {2023},
url = {https://doi.org/10.3390/rs15030752},
doi = {10.3390/RS15030752},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/DiXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LengZMZ23,
author = {Zihao Leng and
Jie Zhang and
Yi Ma and
Jingyu Zhang},
title = {ICESat-2 Bathymetric Signal Reconstruction Method Based on a Deep
Learning Model with Active-Passive Data Fusion},
journal = {Remote. Sens.},
volume = {15},
number = {2},
pages = {460},
year = {2023},
url = {https://doi.org/10.3390/rs15020460},
doi = {10.3390/RS15020460},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/LengZMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiWL23,
author = {Shuying Li and
Shaowei Wang and
Qiang Li},
title = {Joint Posterior Probability Active Learning for Hyperspectral Image
Classification},
journal = {Remote. Sens.},
volume = {15},
number = {16},
pages = {3936},
year = {2023},
url = {https://doi.org/10.3390/rs15163936},
doi = {10.3390/RS15163936},
timestamp = {Wed, 05 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LiWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/MartoBC23,
author = {Tiago Marto and
Alexandre Bernardino and
Gon{\c{c}}alo Cruz},
title = {Fire and Smoke Segmentation Using Active Learning Methods},
journal = {Remote. Sens.},
volume = {15},
number = {17},
pages = {4136},
year = {2023},
url = {https://doi.org/10.3390/rs15174136},
doi = {10.3390/RS15174136},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/MartoBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/MohamedMMAB23,
author = {Sayed A. Mohamed and
Mohamed M. Metwaly and
Mohamed R. Metwalli and
Mohamed A. E. AbdelRahman and
Nasem Badreldin},
title = {Integrating Active and Passive Remote Sensing Data for Mapping Soil
Salinity Using Machine Learning and Feature Selection Approaches in
Arid Regions},
journal = {Remote. Sens.},
volume = {15},
number = {7},
pages = {1751},
year = {2023},
url = {https://doi.org/10.3390/rs15071751},
doi = {10.3390/RS15071751},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/MohamedMMAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/RinaYSDLLD23,
author = {Su Rina and
Hong Ying and
Yu Shan and
Wala Du and
Yang Liu and
Rong Li and
Dingzhu Deng},
title = {Application of Machine Learning to Tree Species Classification Using
Active and Passive Remote Sensing: {A} Case Study of the Duraer Forestry
Zone},
journal = {Remote. Sens.},
volume = {15},
number = {10},
pages = {2596},
year = {2023},
url = {https://doi.org/10.3390/rs15102596},
doi = {10.3390/RS15102596},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/RinaYSDLLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/TangTTZC23,
author = {Jiechen Tang and
Hengjian Tong and
Fei Tong and
Yun Zhang and
Weitao Chen},
title = {Exploiting Superpixel-Based Contextual Information on Active Learning
for High Spatial Resolution Remote Sensing Image Classification},
journal = {Remote. Sens.},
volume = {15},
number = {3},
pages = {715},
year = {2023},
url = {https://doi.org/10.3390/rs15030715},
doi = {10.3390/RS15030715},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/TangTTZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/LinDL23,
author = {Yan{-}Hui Lin and
Ze{-}Qi Ding and
Yan{-}Fu Li},
title = {Similarity based remaining useful life prediction based on Gaussian
Process with active learning},
journal = {Reliab. Eng. Syst. Saf.},
volume = {238},
pages = {109461},
year = {2023},
url = {https://doi.org/10.1016/j.ress.2023.109461},
doi = {10.1016/J.RESS.2023.109461},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/LinDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/LuLHMN23,
author = {Ning Lu and
Yan{-}Feng Li and
Hong{-}Zhong Huang and
Jinhua Mi and
Sajawal Gul Niazi},
title = {{AGP-MCS+D:} An active learning reliability analysis method combining
dependent Gaussian process and Monte Carlo simulation},
journal = {Reliab. Eng. Syst. Saf.},
volume = {240},
pages = {109541},
year = {2023},
url = {https://doi.org/10.1016/j.ress.2023.109541},
doi = {10.1016/J.RESS.2023.109541},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/LuLHMN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/PeiZ23,
author = {Pei Pei and
Tong Zhou},
title = {One-step look-ahead policy for active learning reliability analysis},
journal = {Reliab. Eng. Syst. Saf.},
volume = {236},
pages = {109312},
year = {2023},
url = {https://doi.org/10.1016/j.ress.2023.109312},
doi = {10.1016/J.RESS.2023.109312},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/PeiZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/WeiZFXG23,
author = {Pengfei Wei and
Yu Zheng and
Jiangfeng Fu and
Yuannan Xu and
Weikai Gao},
title = {An expected integrated error reduction function for accelerating Bayesian
active learning of failure probability},
journal = {Reliab. Eng. Syst. Saf.},
volume = {231},
pages = {108971},
year = {2023},
url = {https://doi.org/10.1016/j.ress.2022.108971},
doi = {10.1016/J.RESS.2022.108971},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/WeiZFXG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/XuYWZ23,
author = {Chunlong Xu and
Ya Yang and
Huajun Wu and
Jianping Zhou},
title = {A new active learning method for system reliability analysis with
multiple failure modes},
journal = {Reliab. Eng. Syst. Saf.},
volume = {240},
pages = {109614},
year = {2023},
url = {https://doi.org/10.1016/j.ress.2023.109614},
doi = {10.1016/J.RESS.2023.109614},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/XuYWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/YanLZL23,
author = {Dongyang Yan and
Keping Li and
Qiaozhen Zhu and
Yanyan Liu},
title = {A railway accident prevention method based on reinforcement learning
- Active preventive strategy by multi-modal data},
journal = {Reliab. Eng. Syst. Saf.},
volume = {234},
pages = {109136},
year = {2023},
url = {https://doi.org/10.1016/j.ress.2023.109136},
doi = {10.1016/J.RESS.2023.109136},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/YanLZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/ZhangDX23,
author = {Yu Zhang and
You Dong and
Jun Xu},
title = {An accelerated active learning Kriging model with the distance-based
subdomain and a new stopping criterion for reliability analysis},
journal = {Reliab. Eng. Syst. Saf.},
volume = {231},
pages = {109034},
year = {2023},
url = {https://doi.org/10.1016/j.ress.2022.109034},
doi = {10.1016/J.RESS.2022.109034},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/ZhangDX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scirobotics/LeeSFTEHR23,
author = {Ung Hee Lee and
Varun S. Shetty and
Patrick W. Franks and
Jie Tan and
Georgios Evangelopoulos and
Sehoon Ha and
Elliott J. Rouse},
title = {User preference optimization for control of ankle exoskeletons using
sample efficient active learning},
journal = {Sci. Robotics},
volume = {8},
number = {83},
year = {2023},
url = {https://doi.org/10.1126/scirobotics.adg3705},
doi = {10.1126/SCIROBOTICS.ADG3705},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scirobotics/LeeSFTEHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ChenW23,
author = {Hui Chen and
Ju Wang},
title = {Active Learning for Efficient Soil Monitoring in Large Terrain with
Heterogeneous Sensor Network},
journal = {Sensors},
volume = {23},
number = {5},
pages = {2365},
year = {2023},
url = {https://doi.org/10.3390/s23052365},
doi = {10.3390/S23052365},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ChenW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/FisherREEW23,
author = {Oliver J. Fisher and
Ahmed M. Rady and
Aly A. A. El{-}Banna and
Haitham H. Emaish and
Nicholas James Watson},
title = {AI-Assisted Cotton Grading: Active and Semi-Supervised Learning to
Reduce the Image-Labelling Burden},
journal = {Sensors},
volume = {23},
number = {21},
pages = {8671},
year = {2023},
url = {https://doi.org/10.3390/s23218671},
doi = {10.3390/S23218671},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/FisherREEW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/KulkarniTP23,
author = {Amol Kulkarni and
Janis P. Terpenny and
Vittaldas V. Prabhu},
title = {Leveraging Active Learning for Failure Mode Acquisition},
journal = {Sensors},
volume = {23},
number = {5},
pages = {2818},
year = {2023},
url = {https://doi.org/10.3390/s23052818},
doi = {10.3390/S23052818},
timestamp = {Sat, 20 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/KulkarniTP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/LvH0W023,
author = {Chunpu Lv and
Jingwei Huang and
Ming Zhang and
Huangang Wang and
Tao Zhang},
title = {Semi-Supervised Deep Kernel Active Learning for Material Removal Rate
Prediction in Chemical Mechanical Planarization},
journal = {Sensors},
volume = {23},
number = {9},
pages = {4392},
year = {2023},
url = {https://doi.org/10.3390/s23094392},
doi = {10.3390/S23094392},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/LvH0W023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/SilvaMBBGM23,
author = {Luis Augusto Silva and
Andr{\'{e}} Sales Mendes and
H{\'{e}}ctor S{\'{a}}nchez San Blas and
Lia Caetano Bastos and
Alexandre Leopoldo Gon{\c{c}}alves and
Andr{\'{e}} Fabiano de Moraes},
title = {Active Actions in the Extraction of Urban Objects for Information
Quality and Knowledge Recommendation with Machine Learning},
journal = {Sensors},
volume = {23},
number = {1},
pages = {138},
year = {2023},
url = {https://doi.org/10.3390/s23010138},
doi = {10.3390/S23010138},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/SilvaMBBGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/Subramanianprasad23,
author = {Parvathy Chittur Subramanianprasad and
Yihan Ma and
Achintha Ihalage and
Yang Hao},
title = {Active Learning Optimisation of Binary Coded Metasurface Consisting
of Wideband Meta-Atoms},
journal = {Sensors},
volume = {23},
number = {12},
pages = {5546},
year = {2023},
url = {https://doi.org/10.3390/s23125546},
doi = {10.3390/S23125546},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/Subramanianprasad23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/TasneemSRK23,
author = {Sadaf Tasneem and
Pankaj Kumar Sharma and
Rajeev Kumar Ranjan and
Fabian Khateb},
title = {Electronically Tunable Memristor Emulator Implemented Using a Single
Active Element and Its Application in Adaptive Learning},
journal = {Sensors},
volume = {23},
number = {3},
pages = {1620},
year = {2023},
url = {https://doi.org/10.3390/s23031620},
doi = {10.3390/S23031620},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/TasneemSRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/TrujilloBBPBB23,
author = {Jos{\'{e}} Antonio Trujillo and
Isabel de la Bandera and
Jes{\'{u}}s Burgue{\~{n}}o and
David Palacios and
Eduardo Baena and
Raquel Barco},
title = {Active Learning Methodology for Expert-Assisted Anomaly Detection
in Mobile Communications},
journal = {Sensors},
volume = {23},
number = {1},
pages = {126},
year = {2023},
url = {https://doi.org/10.3390/s23010126},
doi = {10.3390/S23010126},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/TrujilloBBPBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/WangWZG23,
author = {Yang Wang and
Cheng Wang and
Shijie Zhao and
Konghui Guo},
title = {Research on Deep Reinforcement Learning Control Algorithm for Active
Suspension Considering Uncertain Time Delay},
journal = {Sensors},
volume = {23},
number = {18},
pages = {7827},
year = {2023},
url = {https://doi.org/10.3390/s23187827},
doi = {10.3390/S23187827},
timestamp = {Sat, 27 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/WangWZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/UyWWP23,
author = {Wayne Isaac Tan Uy and
Yuepeng Wang and
Yuxiao Wen and
Benjamin Peherstorfer},
title = {Active Operator Inference for Learning Low-Dimensional Dynamical-System
Models from Noisy Data},
journal = {{SIAM} J. Sci. Comput.},
volume = {45},
number = {4},
year = {2023},
url = {https://doi.org/10.1137/21m1439729},
doi = {10.1137/21M1439729},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/UyWWP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigcse/ElglalyL23,
author = {Yasmine N. Elglaly and
Yudong Liu},
title = {Promoting Machine Learning Fairness Education through Active Learning
and Reflective Practices},
journal = {{ACM} {SIGCSE} Bull.},
volume = {55},
number = {3},
pages = {4--6},
year = {2023},
url = {https://doi.org/10.1145/3610585.3610589},
doi = {10.1145/3610585.3610589},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigcse/ElglalyL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/MillerC23,
author = {Kevin Miller and
Jeff Calder},
title = {Poisson Reweighted Laplacian Uncertainty Sampling for Graph-Based
Active Learning},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {1160--1190},
year = {2023},
url = {https://doi.org/10.1137/22m1531981},
doi = {10.1137/22M1531981},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/MillerC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sj/AhmedLSJ23,
author = {Usman Ahmed and
Jerry Chun{-}Wei Lin and
Gautam Srivastava and
Alireza Jolfaei},
title = {Active Learning Based Adversary Evasion Attacks Defense for Malwares
in the Internet of Things},
journal = {{IEEE} Syst. J.},
volume = {17},
number = {2},
pages = {2434--2444},
year = {2023},
url = {https://doi.org/10.1109/JSYST.2022.3223694},
doi = {10.1109/JSYST.2022.3223694},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sj/AhmedLSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sle/PatinoRB23,
author = {Azeneth Pati{\~{n}}o and
Mar{\'{\i}}a Soledad Ram{\'{\i}}rez{-}Montoya and
Mariana Buenestado{-}Fern{\'{a}}ndez},
title = {Active learning and education 4.0 for complex thinking training: analysis
of two case studies in open education},
journal = {Smart Learn. Environ.},
volume = {10},
number = {1},
pages = {8},
year = {2023},
url = {https://doi.org/10.1186/s40561-023-00229-x},
doi = {10.1186/S40561-023-00229-X},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sle/PatinoRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/PaulBS23,
author = {Nayan Ranjan Paul and
Rakesh Chandra Balabantaray and
Deepak Sahoo},
title = {Fine-Tuning Transformer-Based Representations in Active Learning for
Labelling Crisis Dataset of Tweets},
journal = {{SN} Comput. Sci.},
volume = {4},
number = {5},
pages = {553},
year = {2023},
url = {https://doi.org/10.1007/s42979-023-02061-z},
doi = {10.1007/S42979-023-02061-Z},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/PaulBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/softx/PetegemMSRJWDM23,
author = {Charlotte Van Petegem and
Rien Maertens and
Niko Strijbol and
Jorg Van Renterghem and
Felix Van der Jeugt and
Bram de Wever and
Peter Dawyndt and
Bart Mesuere},
title = {Dodona: Learn to code with a virtual co-teacher that supports active
learning},
journal = {SoftwareX},
volume = {24},
pages = {101578},
year = {2023},
url = {https://doi.org/10.1016/j.softx.2023.101578},
doi = {10.1016/J.SOFTX.2023.101578},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/softx/PetegemMSRJWDM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/softx/ShamsE23,
author = {Mosayeb Shams and
Ahmed H. Elsheikh},
title = {Gym-preCICE: Reinforcement learning environments for active flow control},
journal = {SoftwareX},
volume = {23},
pages = {101446},
year = {2023},
url = {https://doi.org/10.1016/j.softx.2023.101446},
doi = {10.1016/J.SOFTX.2023.101446},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/softx/ShamsE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/SavnerK23,
author = {Siddharth Singh Savner and
Vivek Kanhangad},
title = {Crowd Counting From Limited Labeled Data Using Active Learning},
journal = {{IEEE} Signal Process. Lett.},
volume = {30},
pages = {1662--1666},
year = {2023},
url = {https://doi.org/10.1109/LSP.2023.3330412},
doi = {10.1109/LSP.2023.3330412},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/SavnerK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/HouCPSD23,
author = {Wenhui Hou and
Na Chen and
Jiangtao Peng and
Weiwei Sun and
Qian Du},
title = {Pyramidal Dilation Attention Convolutional Network With Active and
Self-Paced Learning for Hyperspectral Image Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {16},
pages = {1503--1518},
year = {2023},
url = {https://doi.org/10.1109/JSTARS.2023.3237566},
doi = {10.1109/JSTARS.2023.3237566},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/HouCPSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/LiCY23,
author = {Zhongguo Li and
Wen{-}Hua Chen and
Jun Yang},
title = {Concurrent Active Learning in Autonomous Airborne Source Search: Dual
Control for Exploration and Exploitation},
journal = {{IEEE} Trans. Autom. Control.},
volume = {68},
number = {5},
pages = {3123--3130},
year = {2023},
url = {https://doi.org/10.1109/TAC.2022.3221907},
doi = {10.1109/TAC.2022.3221907},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/LiCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/PensadoGGR23,
author = {Enrique Aldao Pensado and
Luis Miguel Gonz{\'{a}}lez{-}deSantos and
Higinio Gonz{\'{a}}lez{-}Jorge and
Manuel Sanjurjo Rivo},
title = {Deep Learning-Based Target Pose Estimation Using LiDAR Measurements
in Active Debris Removal Operations},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {59},
number = {5},
pages = {5658--5670},
year = {2023},
url = {https://doi.org/10.1109/TAES.2023.3262505},
doi = {10.1109/TAES.2023.3262505},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taes/PensadoGGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/KangSWR23,
author = {Xin Kang and
Xuefeng Shi and
Yunong Wu and
Fuji Ren},
title = {Active Learning With Complementary Sampling for Instructing Class-Biased
Multi-Label Text Emotion Classification},
journal = {{IEEE} Trans. Affect. Comput.},
volume = {14},
number = {1},
pages = {523--536},
year = {2023},
url = {https://doi.org/10.1109/TAFFC.2020.3038401},
doi = {10.1109/TAFFC.2020.3038401},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taffco/KangSWR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/FangBGWGYKHCSXY23,
author = {Zhenghan Fang and
Junjie Bai and
Xinyu Guo and
Xin Wang and
Feng Gao and
Hao{-}Yu Yang and
Bin Kong and
Ying Hou and
Kunlin Cao and
Qi Song and
Jun Xia and
Youbing Yin},
title = {Annotation-Efficient {COVID-19} Pneumonia Lesion Segmentation Using
Error-Aware Unified Semisupervised and Active Learning},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {4},
number = {2},
pages = {255--267},
year = {2023},
url = {https://doi.org/10.1109/TAI.2022.3147440},
doi = {10.1109/TAI.2022.3147440},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/FangBGWGYKHCSXY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/talip/YanZX23,
author = {Jinghui Yan and
Chengqing Zong and
Jinan Xu},
title = {Combination of Loss-based Active Learning and Semi-supervised Learning
for Recognizing Entities in Chinese Electronic Medical Records},
journal = {{ACM} Trans. Asian Low Resour. Lang. Inf. Process.},
volume = {22},
number = {5},
pages = {123:1--123:19},
year = {2023},
url = {https://doi.org/10.1145/3588314},
doi = {10.1145/3588314},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/talip/YanZX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/LeeWWY23,
author = {Cheolhei Lee and
Xing Wang and
Jianguo Wu and
Xiaowei Yue},
title = {Failure-Averse Active Learning for Physics-Constrained Systems},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {20},
number = {4},
pages = {2215--2226},
year = {2023},
url = {https://doi.org/10.1109/TASE.2022.3213827},
doi = {10.1109/TASE.2022.3213827},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tase/LeeWWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/LiW23,
author = {Baoqin Li and
Junyong Wu},
title = {Adaptive Assessment of Power System Transient Stability Based on Active
Transfer Learning With Deep Belief Network},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {20},
number = {2},
pages = {1047--1058},
year = {2023},
url = {https://doi.org/10.1109/TASE.2022.3181029},
doi = {10.1109/TASE.2022.3181029},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tase/LiW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbc/LiuSHML23,
author = {Xiaochen Liu and
Wei Song and
Qi He and
Mario Di Mauro and
Antonio Liotta},
title = {Speeding Up Subjective Video Quality Assessment via Hybrid Active
Learning},
journal = {{IEEE} Trans. Broadcast.},
volume = {69},
number = {1},
pages = {165--178},
year = {2023},
url = {https://doi.org/10.1109/TBC.2022.3210385},
doi = {10.1109/TBC.2022.3210385},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbc/LiuSHML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/BellarminoCHKMSS23,
author = {Nicol{\`{o}} Bellarmino and
Riccardo Cantoro and
Martin Huch and
Tobias Kilian and
Raffaele Martone and
Ulf Schlichtmann and
Giovanni Squillero},
title = {A Multilabel Active Learning Framework for Microcontroller Performance
Screening},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {42},
number = {10},
pages = {3436--3449},
year = {2023},
url = {https://doi.org/10.1109/TCAD.2023.3245989},
doi = {10.1109/TCAD.2023.3245989},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/BellarminoCHKMSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/Chowdhury0CJKG23,
author = {Animesh Basak Chowdhury and
Benjamin Tan and
Ryan Carey and
Tushit Jain and
Ramesh Karri and
Siddharth Garg},
title = {Bulls-Eye: Active Few-Shot Learning Guided Logic Synthesis},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {42},
number = {8},
pages = {2580--2590},
year = {2023},
url = {https://doi.org/10.1109/TCAD.2022.3226668},
doi = {10.1109/TCAD.2022.3226668},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/Chowdhury0CJKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/ShaoPCSLFTL23,
author = {Hao{-}Chiang Shao and
Hsing{-}Lei Ping and
Kuo{-}Shiuan Chen and
Weng{-}Tai Su and
Chia{-}Wen Lin and
Shao{-}Yun Fang and
Pin{-}Yian Tsai and
Yan{-}Hsiu Liu},
title = {Keeping Deep Lithography Simulators Updated: Global-Local Shape-Based
Novelty Detection and Active Learning},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {42},
number = {3},
pages = {1000--1014},
year = {2023},
url = {https://doi.org/10.1109/TCAD.2022.3192175},
doi = {10.1109/TCAD.2022.3192175},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcad/ShaoPCSLFTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/NouriBBMJAH23,
author = {Mahdi Nouri and
Hamid Behroozi and
Hamed Bastami and
Majid Moradikia and
Alireza Jafarieh and
Ahmed Abdelhadi and
Zhu Han},
title = {Hybrid Precoding Based on Active Learning for mmWave Massive {MIMO}
Communication Systems},
journal = {{IEEE} Trans. Commun.},
volume = {71},
number = {5},
pages = {3043--3058},
year = {2023},
url = {https://doi.org/10.1109/TCOMM.2023.3247768},
doi = {10.1109/TCOMM.2023.3247768},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcom/NouriBBMJAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/ShiLXYHCD23,
author = {Zhaoyuan Shi and
Huabing Lu and
Xianzhong Xie and
Helin Yang and
Chongwen Huang and
Jun Cai and
Zhiguo Ding},
title = {Active RIS-Aided {EH-NOMA} Networks: {A} Deep Reinforcement Learning
Approach},
journal = {{IEEE} Trans. Commun.},
volume = {71},
number = {10},
pages = {5846--5861},
year = {2023},
url = {https://doi.org/10.1109/TCOMM.2023.3296619},
doi = {10.1109/TCOMM.2023.3296619},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcom/ShiLXYHCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/YangLXZY23,
author = {Songjie Yang and
Wanting Lyu and
Yue Xiu and
Zhongpei Zhang and
Chau Yuen},
title = {Active 3D Double-RIS-Aided Multi-User Communications: Two-Timescale-Based
Separate Channel Estimation via Bayesian Learning},
journal = {{IEEE} Trans. Commun.},
volume = {71},
number = {6},
pages = {3605--3620},
year = {2023},
url = {https://doi.org/10.1109/TCOMM.2023.3265115},
doi = {10.1109/TCOMM.2023.3265115},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcom/YangLXZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcst/CatenaroDFCS23,
author = {Edoardo Catenaro and
A. Dubbini and
Simone Formentin and
Matteo Corno and
Sergio M. Savaresi},
title = {Active Preference Learning for Vehicle Suspensions Calibration},
journal = {{IEEE} Trans. Control. Syst. Technol.},
volume = {31},
number = {6},
pages = {2961--2967},
year = {2023},
url = {https://doi.org/10.1109/TCST.2023.3279949},
doi = {10.1109/TCST.2023.3279949},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcst/CatenaroDFCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcst/LiuZHZSZ23,
author = {Zeyi Liu and
Jingfei Zhang and
Xiao He and
Qinghua Zhang and
Guoxi Sun and
Donghua Zhou},
title = {Fault Diagnosis of Rotating Machinery With Limited Expert Interaction:
{A} Multicriteria Active Learning Approach Based on Broad Learning
System},
journal = {{IEEE} Trans. Control. Syst. Technol.},
volume = {31},
number = {2},
pages = {953--960},
year = {2023},
url = {https://doi.org/10.1109/TCST.2022.3200214},
doi = {10.1109/TCST.2022.3200214},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcst/LiuZHZSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/KosugiY23,
author = {Satoshi Kosugi and
Toshihiko Yamasaki},
title = {Crowd-Powered Photo Enhancement Featuring an Active Learning Based
Local Filter},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {33},
number = {7},
pages = {3145--3158},
year = {2023},
url = {https://doi.org/10.1109/TCSVT.2023.3233989},
doi = {10.1109/TCSVT.2023.3233989},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/KosugiY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/WangCD23,
author = {Zengmao Wang and
Zixi Chen and
Bo Du},
title = {Active Learning With Co-Auxiliary Learning and Multi-Level Diversity
for Image Classification},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {33},
number = {8},
pages = {3899--3911},
year = {2023},
url = {https://doi.org/10.1109/TCSVT.2023.3234993},
doi = {10.1109/TCSVT.2023.3234993},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/WangCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/te/GuimaraesL23,
author = {Leovani Marcial Guimar{\~{a}}es and
Renato da Silva Lima},
title = {Structural Modeling and Measuring Impact of Active Learning Methods
in Engineering Education},
journal = {{IEEE} Trans. Educ.},
volume = {66},
number = {6},
pages = {543--552},
year = {2023},
url = {https://doi.org/10.1109/TE.2023.3259882},
doi = {10.1109/TE.2023.3259882},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/te/GuimaraesL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/te/IsmailZPYR23,
author = {Ismahani Binti Ismail and
Muhammad Mun'im Ahmad Zabidi and
Norlina Paraman and
Khairiyah Binti Mohd Yusof and
Nor Farahwahidah Abdul Rahman},
title = {Active and Project-Based Learning Implementation in a Constructively
Aligned Digital Systems Design Course},
journal = {{IEEE} Trans. Educ.},
volume = {66},
number = {6},
pages = {602--611},
year = {2023},
url = {https://doi.org/10.1109/TE.2023.3280444},
doi = {10.1109/TE.2023.3280444},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/te/IsmailZPYR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/SauerGH23,
author = {Annie Sauer and
Robert B. Gramacy and
David Higdon},
title = {Active Learning for Deep Gaussian Process Surrogates},
journal = {Technometrics},
volume = {65},
number = {1},
pages = {4--18},
year = {2023},
url = {https://doi.org/10.1080/00401706.2021.2008505},
doi = {10.1080/00401706.2021.2008505},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/technometrics/SauerGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tecs/ShijuboWS23,
author = {Junya Shijubo and
Masaki Waga and
Kohei Suenaga},
title = {Probabilistic Black-Box Checking via Active {MDP} Learning},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {22},
number = {5s},
pages = {148:1--148:26},
year = {2023},
url = {https://doi.org/10.1145/3609127},
doi = {10.1145/3609127},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tecs/ShijuboWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/HeLHT23,
author = {Rui He and
Shengcai Liu and
Shan He and
Ke Tang},
title = {Multi-Domain Active Learning: Literature Review and Comparative Study},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {7},
number = {3},
pages = {791--804},
year = {2023},
url = {https://doi.org/10.1109/TETCI.2022.3217753},
doi = {10.1109/TETCI.2022.3217753},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/HeLHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ChenLBC23,
author = {Bohan Chen and
Yifei Lou and
Andrea L. Bertozzi and
Jocelyn Chanussot},
title = {Graph-Based Active Learning for Nearly Blind Hyperspectral Unmixing},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--16},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3313933},
doi = {10.1109/TGRS.2023.3313933},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/ChenLBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GuLALS23,
author = {Xiaofeng Gu and
Wenkai Lu and
Yile Ao and
Yinshuo Li and
Cao Song},
title = {Seismic Stratigraphic Interpretation Based on Deep Active Learning},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--11},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3288737},
doi = {10.1109/TGRS.2023.3288737},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/GuLALS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiaoTLP23,
author = {Xiaolong Liao and
Bing Tu and
Jun Li and
Antonio Plaza},
title = {Class-wise Graph Embedding-Based Active Learning for Hyperspectral
Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--13},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3309032},
doi = {10.1109/TGRS.2023.3309032},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LiaoTLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/WangW23a,
author = {Heng Wang and
Liguo Wang},
title = {Collaborative Active Learning Based on Improved Capsule Networks for
Hyperspectral Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--26},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3309269},
doi = {10.1109/TGRS.2023.3309269},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/WangW23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ZiF0CW023,
author = {Yuan Zi and
Lei Fan and
Xuqing Wu and
Jiefu Chen and
Shirui Wang and
Zhu Han},
title = {Active Gamma-Ray Log Pattern Localization With Distributionally Robust
Reinforcement Learning},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--11},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3278491},
doi = {10.1109/TGRS.2023.3278491},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ZiF0CW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/thms/LuoHX0H023,
author = {Zhipeng Luo and
Yazhou He and
Yanbing Xue and
Hongjun Wang and
Milos Hauskrecht and
Tianrui Li},
title = {Hierarchical Active Learning With Qualitative Feedback on Regions},
journal = {{IEEE} Trans. Hum. Mach. Syst.},
volume = {53},
number = {3},
pages = {581--589},
year = {2023},
url = {https://doi.org/10.1109/THMS.2023.3252815},
doi = {10.1109/THMS.2023.3252815},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/thms/LuoHX0H023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/thms/WangGLDQ23,
author = {Dongyuan Wang and
Liuen Guan and
Juan Liu and
Chen Ding and
Fei Qiao},
title = {Human-Machine Interactive Learning Method Based on Active Learning
for Smart Workshop Dynamic Scheduling},
journal = {{IEEE} Trans. Hum. Mach. Syst.},
volume = {53},
number = {6},
pages = {1038--1047},
year = {2023},
url = {https://doi.org/10.1109/THMS.2023.3308614},
doi = {10.1109/THMS.2023.3308614},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/thms/WangGLDQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/TangHCHLLCB23,
author = {Yuanhong Tang and
Weihao Hu and
Di Cao and
Nie Hou and
Zhuoqiang Li and
Yunwei Li and
Zhe Chen and
Frede Blaabjerg},
title = {Deep Reinforcement Learning Aided Variable-Frequency Triple-Phase-Shift
Control for Dual-Active-Bridge Converter},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {70},
number = {10},
pages = {10506--10515},
year = {2023},
url = {https://doi.org/10.1109/TIE.2022.3220893},
doi = {10.1109/TIE.2022.3220893},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/TangHCHLLCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/WangFHH23,
author = {Yicheng Wang and
Shuhua Fang and
Jianxiong Hu and
Demin Huang},
title = {Multiscenarios Parameter Optimization Method for Active Disturbance
Rejection Control of {PMSM} Based on Deep Reinforcement Learning},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {70},
number = {11},
pages = {10957--10968},
year = {2023},
url = {https://doi.org/10.1109/TIE.2022.3225829},
doi = {10.1109/TIE.2022.3225829},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/WangFHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/AttestogSKR23,
author = {Sveinung Attestog and
Jagath Sri Lal Senanayaka and
Huynh Van Khang and
Kjell G. Robbersmyr},
title = {Robust Active Learning Multiple Fault Diagnosis of {PMSM} Drives With
Sensorless Control Under Dynamic Operations and Imbalanced Datasets},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {19},
number = {9},
pages = {9291--9301},
year = {2023},
url = {https://doi.org/10.1109/TII.2022.3227628},
doi = {10.1109/TII.2022.3227628},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/AttestogSKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/LiuZDH23,
author = {Chang Liu and
Yi Zhang and
Zhongjun Ding and
Xiao He},
title = {Active Incremental Learning for Health State Assessment of Dynamic
Systems With Unknown Scenarios},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {19},
number = {2},
pages = {1863--1873},
year = {2023},
url = {https://doi.org/10.1109/TII.2022.3181187},
doi = {10.1109/TII.2022.3181187},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tii/LiuZDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/SmithD23,
author = {Ronnie Smith and
Mauro Dragone},
title = {Generalisable Dialogue-based Approach for Active Learning of Activities
of Daily Living},
journal = {{ACM} Trans. Interact. Intell. Syst.},
volume = {13},
number = {3},
pages = {18:1--18:37},
year = {2023},
url = {https://doi.org/10.1145/3616017},
doi = {10.1145/3616017},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tiis/SmithD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/LiuSGK23,
author = {Guokai Liu and
Weiming Shen and
Liang Gao and
Andrew Kusiak},
title = {Active Broad-Transfer Learning Algorithm for Class-Imbalanced Fault
Diagnosis},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {72},
pages = {1--16},
year = {2023},
url = {https://doi.org/10.1109/TIM.2022.3227995},
doi = {10.1109/TIM.2022.3227995},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tim/LiuSGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/XiaoCZL23,
author = {Kanhong Xiao and
Jiangzhong Cao and
Zekai Zeng and
Wing{-}Kuen Ling},
title = {Graph-Based Active Learning With Uncertainty and Representativeness
for Industrial Anomaly Detection},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {72},
pages = {1--14},
year = {2023},
url = {https://doi.org/10.1109/TIM.2023.3279422},
doi = {10.1109/TIM.2023.3279422},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/XiaoCZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tinstmc/AlMolaMA23,
author = {Mohammed H. Al{-}Mola and
Musa Mailah and
Sherif I. Abdelmaksoud},
title = {Experimental implementation of a vehicle anti-lock brake system employing
intelligent active force control with a P-type iterative learning
algorithm},
journal = {Trans. Inst. Meas. Control},
volume = {45},
number = {13},
pages = {2554--2565},
year = {2023},
url = {https://doi.org/10.1177/01423312231156960},
doi = {10.1177/01423312231156960},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tinstmc/AlMolaMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/RongCS23,
author = {Mengqi Rong and
Hainan Cui and
Shuhan Shen},
title = {Efficient 3D Scene Semantic Segmentation via Active Learning on Rendered
2D Images},
journal = {{IEEE} Trans. Image Process.},
volume = {32},
pages = {3521--3535},
year = {2023},
url = {https://doi.org/10.1109/TIP.2023.3286708},
doi = {10.1109/TIP.2023.3286708},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/RongCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhaoQFZSLJ23,
author = {Chunhui Zhao and
Boao Qin and
Shou Feng and
Wenxiang Zhu and
Weiwei Sun and
Wei Li and
Xiuping Jia},
title = {Hyperspectral Image Classification With Multi-Attention Transformer
and Adaptive Superpixel Segmentation-Based Active Learning},
journal = {{IEEE} Trans. Image Process.},
volume = {32},
pages = {3606--3621},
year = {2023},
url = {https://doi.org/10.1109/TIP.2023.3287738},
doi = {10.1109/TIP.2023.3287738},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/ZhaoQFZSLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/YinCY23,
author = {Chunyong Yin and
Shuangshuang Chen and
Zhichao Yin},
title = {Clustering-based Active Learning Classification towards Data Stream},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {14},
number = {2},
pages = {38:1--38:18},
year = {2023},
url = {https://doi.org/10.1145/3579830},
doi = {10.1145/3579830},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/YinCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ZhangTT23,
author = {Fengzhuo Zhang and
Anshoo Tandon and
Vincent Y. F. Tan},
title = {Active-LATHE: An Active Learning Algorithm for Boosting the Error
Exponent for Learning Homogeneous Ising Trees},
journal = {{IEEE} Trans. Inf. Theory},
volume = {69},
number = {4},
pages = {2537--2555},
year = {2023},
url = {https://doi.org/10.1109/TIT.2022.3222046},
doi = {10.1109/TIT.2022.3222046},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/ZhangTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/AhmedLSYS23,
author = {Usman Ahmed and
Jerry Chun{-}Wei Lin and
Gautam Srivastava and
Unil Yun and
Amit Kumar Singh},
title = {Deep Active Learning Intrusion Detection and Load Balancing in Software-Defined
Vehicular Networks},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {24},
number = {1},
pages = {953--961},
year = {2023},
url = {https://doi.org/10.1109/TITS.2022.3166864},
doi = {10.1109/TITS.2022.3166864},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/AhmedLSYS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/GaoZZ23,
author = {Biao Gao and
Xijun Zhao and
Huijing Zhao},
title = {An Active and Contrastive Learning Framework for Fine-Grained Off-Road
Semantic Segmentation},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {24},
number = {1},
pages = {564--579},
year = {2023},
url = {https://doi.org/10.1109/TITS.2022.3218403},
doi = {10.1109/TITS.2022.3218403},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/GaoZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/KhaliliMYBP23,
author = {Ebrahim Khalili and
Razieh Malekhosseini and
S. Hadi Yaghoubyan and
Karamollah Bagherifard and
Hamid Parvin},
title = {Sequential semi-supervised active learning model in extremely low
training set {(SSSAL)}},
journal = {J. Supercomput.},
volume = {79},
number = {6},
pages = {6646--6673},
year = {2023},
url = {https://doi.org/10.1007/s11227-022-04847-z},
doi = {10.1007/S11227-022-04847-Z},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tjs/KhaliliMYBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KimMHPKSSC23,
author = {Sundong Kim and
Tung{-}Duong Mai and
Sungwon Han and
Sungwon Park and
Thi Nguyen Duc Khanh and
Jaechan So and
Karandeep Singh and
Meeyoung Cha},
title = {Active Learning for Human-in-the-Loop Customs Inspection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {12},
pages = {12039--12052},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3144299},
doi = {10.1109/TKDE.2022.3144299},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/KimMHPKSSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/0001PCZWQZSG23,
author = {Xing Wu and
Jie Pei and
Cheng Chen and
Yimin Zhu and
Jianjia Wang and
Quan Qian and
Jian Zhang and
Qun Sun and
Yike Guo},
title = {Federated Active Learning for Multicenter Collaborative Disease Diagnosis},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {7},
pages = {2068--2080},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3227563},
doi = {10.1109/TMI.2022.3227563},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/0001PCZWQZSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MahapatraPR23,
author = {Dwarikanath Mahapatra and
Alexander Poellinger and
Mauricio Reyes},
title = {Graph Node Based Interpretability Guided Sample Selection for Active
Learning},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {3},
pages = {661--673},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3215017},
doi = {10.1109/TMI.2022.3215017},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/MahapatraPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/000223,
author = {Andreas Kirsch},
title = {Black-Box Batch Active Learning for Regression},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=fvEvDlKko6},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/000223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0002FAJBG23,
author = {Andreas Kirsch and
Sebastian Farquhar and
Parmida Atighehchian and
Andrew Jesson and
Fr{\'{e}}d{\'{e}}ric Branchaud{-}Charron and
Yarin Gal},
title = {Stochastic Batch Acquisition: {A} Simple Baseline for Deep Active
Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=vcHwQyNBjW},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0002FAJBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DasBBGYB23,
author = {Arnav Mohanty Das and
Gantavya Bhatt and
Megh Manoj Bhalerao and
Vianne R. Gao and
Rui Yang and
Jeff A. Bilmes},
title = {Accelerating Batch Active Learning Using Continual Learning Techniques},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=T55dLSgsEf},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DasBBGYB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LofflerFFZERM23,
author = {Christoffer L{\"{o}}ffler and
Kion Fallah and
Stefano Fenu and
Dario Zanca and
Bj{\"{o}}rn M. Eskofier and
Christopher John Rozell and
Christopher Mutschler},
title = {Active Learning of Ordinal Embeddings: {A} User Study on Football
Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=oq3tx5kinu},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LofflerFFZERM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MaMCM23,
author = {Jiaqi Ma and
Ziqiao Ma and
Joyce Chai and
Qiaozhu Mei},
title = {Partition-Based Active Learning for Graph Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=e0xaRylNuT},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MaMCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PankninCMN23,
author = {Danny Panknin and
Stefan Chmiela and
Klaus{-}Robert M{\"{u}}ller and
Shinichi Nakajima},
title = {Local Function Complexity for Active Learning via Mixture of Gaussian
Processes},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=w4MoQ39zmc},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PankninCMN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangC023,
author = {Jiachen T. Wang and
Si Chen and
Ruoxi Jia},
title = {One-Round Active Learning through Data Utility Learning and Proxy
Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=8HQCOMRa7g},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XiaH23,
author = {Meng Xia and
Ricardo Henao},
title = {Reliable Active Learning via Influence Functions},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=dN9YICB6hN},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/XiaH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhanDW0XDC23,
author = {Xueying Zhan and
Zeyu Dai and
Qingzhong Wang and
Qing Li and
Haoyi Xiong and
Dejing Dou and
Antoni B. Chan},
title = {Pareto Optimization for Active Learning under Out-of-Distribution
Data Scenarios},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=dXnccpSSYF},
timestamp = {Tue, 10 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhanDW0XDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/BenGHLYL23,
author = {Xianye Ben and
Chen Gong and
Tianhuan Huang and
Chuanye Li and
Rui Yan and
Yujun Li},
title = {Tackling Micro-Expression Data Shortage via Dataset Alignment and
Active Learning},
journal = {{IEEE} Trans. Multim.},
volume = {25},
pages = {5429--5443},
year = {2023},
url = {https://doi.org/10.1109/TMM.2022.3192727},
doi = {10.1109/TMM.2022.3192727},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/BenGHLYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/XiongZZXHZ23,
author = {Junwen Xiong and
Yu Zhou and
Peng Zhang and
Lei Xie and
Wei Huang and
Yufei Zha},
title = {Look{\&}listen: Multi-Modal Correlation Learning for Active Speaker
Detection and Speech Enhancement},
journal = {{IEEE} Trans. Multim.},
volume = {25},
pages = {5800--5812},
year = {2023},
url = {https://doi.org/10.1109/TMM.2022.3199109},
doi = {10.1109/TMM.2022.3199109},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/XiongZZXHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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