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@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/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/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/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/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/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/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, 05 May 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/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}
}
@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}
}
@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/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/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 = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacie/YuanAYZ23.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/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/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/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 = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iet-ipr/SongQYSCY23.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/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/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/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/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/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/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/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/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/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/tvt/YuS23,
author = {Zhongliang Yu and
Guanghui Sun},
title = {A {PID} Based Meta-Learning Method About Space Non-Cooperative Active
Object Tracking},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {72},
number = {11},
pages = {13861--13872},
year = {2023},
url = {https://doi.org/10.1109/TVT.2023.3279567},
doi = {10.1109/TVT.2023.3279567},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/YuS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/PonteRM23,
author = {Francisco R. P. da Ponte and
Emanuel B. Rodrigues and
C{\'{e}}sar L. C. Mattos},
editor = {Leonard Barolli},
title = {A Vulnerability Risk Assessment Methodology Using Active Learning},
booktitle = {Advanced Information Networking and Applications - Proceedings of
the 37th International Conference on Advanced Information Networking
and Applications (AINA-2023), Juiz de Fora, Brazil, 29-31 March 2023,
Volume 2},
series = {Lecture Notes in Networks and Systems},
volume = {654},
pages = {171--182},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-28451-9\_15},
doi = {10.1007/978-3-031-28451-9\_15},
timestamp = {Thu, 16 Mar 2023 10:11:29 +0100},
biburl = {https://dblp.org/rec/conf/aina/PonteRM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/NachtegaelSL23,
author = {Charlotte Nachtegael and
Jacopo De Stefani and
Tom Lenaerts},
editor = {Danilo Croce and
Luca Soldaini},
title = {{ALAMBIC} : Active Learning Automation Methods to Battle Inefficient
Curation},
booktitle = {Proceedings of the 17th Conference of the European Chapter of the
Association for Computational Linguistics. {EACL} 2023 - System Demonstrations,
Dubrovnik, Croatia, May 2-4, 2023},
pages = {117--127},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.eacl-demo.14},
doi = {10.18653/V1/2023.EACL-DEMO.14},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/NachtegaelSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/enase/StielerB23,
author = {Fabian Stieler and
Bernhard Bauer},
editor = {Hermann Kaindl and
Mike Mannion and
Leszek A. Maciaszek},
title = {Git Workflow for Active Learning: {A} Development Methodology Proposal
for Data-Centric {AI} Projects},
booktitle = {Proceedings of the 18th International Conference on Evaluation of
Novel Approaches to Software Engineering, {ENASE} 2023, Prague, Czech
Republic, April 24-25, 2023},
pages = {202--213},
publisher = {{SCITEPRESS}},
year = {2023},
url = {https://doi.org/10.5220/0011988400003464},
doi = {10.5220/0011988400003464},
timestamp = {Tue, 23 May 2023 16:51:35 +0200},
biburl = {https://dblp.org/rec/conf/enase/StielerB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/SongCNGL23,
author = {Zhengchang Song and
Rui Cao and
Bingxin Niu and
Junhua Gu and
Chunjie Li},
editor = {Zahir Tari and
Keqiu Li and
Hongyi Wu},
title = {A Hybrid Active and Passive Cache Method Based on Deep Learning in
Edge Computing},
booktitle = {Algorithms and Architectures for Parallel Processing - 23rd International
Conference, {ICA3PP} 2023, Tianjin, China, October 20-22, 2023, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14490},
pages = {148--159},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-97-0859-8\_9},
doi = {10.1007/978-981-97-0859-8\_9},
timestamp = {Mon, 11 Mar 2024 15:20:46 +0100},
biburl = {https://dblp.org/rec/conf/ica3pp/SongCNGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceccs/RopiakGSPGBW23,
author = {Norbert Ropiak and
Mateusz Gniewkowski and
Michal Swedrowski and
Michal Pogoda and
Karol Gawron and
Bartlomiej Bojanowski and
Tomasz Walkowiak},
editor = {Yamine A{\"{\i}}t{-}Ameur and
Ferhat Khendek and
Dominique M{\'{e}}ry},
title = {How to select samples for active learning? Document clustering with
active learning methodology},
booktitle = {27th International Conference on Engineering of Complex Computer Systems,
{ICECCS} 2023, Toulouse, France, June 14-16, 2023},
pages = {42--50},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICECCS59891.2023.00015},
doi = {10.1109/ICECCS59891.2023.00015},
timestamp = {Fri, 15 Dec 2023 07:44:32 +0100},
biburl = {https://dblp.org/rec/conf/iceccs/RopiakGSPGBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icspcc/WeiWZCLL23,
author = {Baoguo Wei and
Xinyu Wang and
Yue Zhang and
Mingzhi Cai and
Xu Li and
Lixin Li},
title = {Dual-Classifier Collaborative Method Based on Semi-Supervised Active
Learning},
booktitle = {{IEEE} International Conference on Signal Processing, Communications
and Computing, {ICSPCC} 2023, Zhengzhou, China, November 14-17, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICSPCC59353.2023.10400229},
doi = {10.1109/ICSPCC59353.2023.10400229},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icspcc/WeiWZCLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsrs/ShujunFW23,
author = {Yu Shujun and
Wenliang Fan and
Zhisong Wang},
title = {A New Active Learning Kriging Method for Structural Reliability Based
on the Error Analysis of the Predicted Failure Probability},
booktitle = {7th International Conference on System Reliability and Safety, {ICSRS}
2023, Bologna, Italy, November 22-24, 2023},
pages = {171--175},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICSRS59833.2023.10381434},
doi = {10.1109/ICSRS59833.2023.10381434},
timestamp = {Fri, 09 Feb 2024 20:38:51 +0100},
biburl = {https://dblp.org/rec/conf/icsrs/ShujunFW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/ZhouLYZJHL23,
author = {Sichi Zhou and
Shouyu Liang and
Qun Yang and
Huafeng Zhou and
Wei Jiang and
Yubin He and
Yingchen Li},
editor = {Hamido Fujita and
Yinglin Wang and
Yanghua Xiao and
Ali Moonis},
title = {Active Learning Based Labeling Method for Fault Disposal Pre-plans},
booktitle = {Advances and Trends in Artificial Intelligence. Theory and Applications
- 36th International Conference on Industrial, Engineering and Other
Applications of Applied Intelligent Systems, {IEA/AIE} 2023, Shanghai,
China, July 19-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13925},
pages = {377--382},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36819-6\_33},
doi = {10.1007/978-3-031-36819-6\_33},
timestamp = {Wed, 26 Jul 2023 08:43:09 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/ZhouLYZJHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ChenZZFFT23,
author = {Yongqi Chen and
Mingrong Zhu and
Chunhui Zhao and
Shou Feng and
Yuanze Fan and
Yingjie Tang},
title = {A Hyperspectral Change Detection Method Based on Active Learning Strategy},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2023, Pasadena, CA, USA, July 16-21, 2023},
pages = {6700--6703},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IGARSS52108.2023.10283334},
doi = {10.1109/IGARSS52108.2023.10283334},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/ChenZZFFT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00628,
author = {Tahereh Firoozi and
Hamid Mohammadi and
Mark J. Gierl},
title = {Using Active Learning Methods to Strategically Select Essays for Automated
Scoring},
journal = {CoRR},
volume = {abs/2301.00628},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00628},
doi = {10.48550/ARXIV.2301.00628},
eprinttype = {arXiv},
eprint = {2301.00628},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-05853,
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 = {CoRR},
volume = {abs/2309.05853},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.05853},
doi = {10.48550/ARXIV.2309.05853},
eprinttype = {arXiv},
eprint = {2309.05853},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-05853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/YanNGAHSG22,
author = {Xuyang Yan and
Shabnam Nazmi and
Biniam Gebru and
Mohd Anwar and
Abdollah Homaifar and
Mrinmoy Sarkar and
Kishor Datta Gupta},
title = {A clustering-based active learning method to query informative and
representative samples},
journal = {Appl. Intell.},
volume = {52},
number = {11},
pages = {13250--13267},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-03139-y},
doi = {10.1007/S10489-021-03139-Y},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/YanNGAHSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/KS22,
author = {Sudha S. K. and
Aji S.},
title = {An active learning method with entropy weighting subspace clustering
for remote sensing image retrieval},
journal = {Appl. Soft Comput.},
volume = {125},
pages = {109107},
year = {2022},
url = {https://doi.org/10.1016/j.asoc.2022.109107},
doi = {10.1016/J.ASOC.2022.109107},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/KS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/BatistaBS22,
author = {Lucas G. Batista and
Pedro Henrique Bugatti and
Priscila T. M. Saito},
title = {Classification of Skin Lesion through Active Learning Strategies},
journal = {Comput. Methods Programs Biomed.},
volume = {226},
pages = {107122},
year = {2022},
url = {https://doi.org/10.1016/j.cmpb.2022.107122},
doi = {10.1016/J.CMPB.2022.107122},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/BatistaBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/MeirellesKST22,
author = {Andr{\'{e}} L. S. Meirelles and
Tahsin M. Kur{\c{c}} and
Joel H. Saltz and
George Teodoro},
title = {Effective active learning in digital pathology: {A} case study in
tumor infiltrating lymphocytes},
journal = {Comput. Methods Programs Biomed.},
volume = {220},
pages = {106828},
year = {2022},
url = {https://doi.org/10.1016/j.cmpb.2022.106828},
doi = {10.1016/J.CMPB.2022.106828},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/MeirellesKST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cnsns/WangMTM22,
author = {Xue{-}She Wang and
Samuel A. Moore and
James D. Turner and
Brian P. Mann},
title = {A model-free sampling method for basins of attraction using hybrid
active learning {(HAL)}},
journal = {Commun. Nonlinear Sci. Numer. Simul.},
volume = {112},
pages = {106551},
year = {2022},
url = {https://doi.org/10.1016/j.cnsns.2022.106551},
doi = {10.1016/J.CNSNS.2022.106551},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cnsns/WangMTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ewc/YangCLW22,
author = {Xufeng Yang and
Xin Cheng and
Zeqing Liu and
Tai Wang},
title = {A novel active learning method for profust reliability analysis based
on the Kriging model},
journal = {Eng. Comput.},
volume = {38},
number = {4},
pages = {3111--3124},
year = {2022},
url = {https://doi.org/10.1007/s00366-021-01447-y},
doi = {10.1007/S00366-021-01447-Y},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ewc/YangCLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fmsd/JeppuMK22,
author = {Natasha Yogananda Jeppu and
Tom Melham and
Daniel Kroening},
title = {Enhancing active model learning with equivalence checking using simulation
relations},
journal = {Formal Methods Syst. Des.},
volume = {61},
number = {2},
pages = {164--197},
year = {2022},
url = {https://doi.org/10.1007/s10703-023-00433-y},
doi = {10.1007/S10703-023-00433-Y},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fmsd/JeppuMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfs/LiaoL22,
author = {Niandong Liao and
Xiaoxuan Li},
title = {Traffic Anomaly Detection Model Using K-Means and Active Learning
Method},
journal = {Int. J. Fuzzy Syst.},
volume = {24},
number = {5},
pages = {2264--2282},
year = {2022},
url = {https://doi.org/10.1007/s40815-022-01269-0},
doi = {10.1007/S40815-022-01269-0},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijfs/LiaoL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HeYZDYAAA22,
author = {Ziyang He and
Shuaiying Yuan and
Jianhui Zhao and
Bo Du and
Zhiyong Yuan and
Adi Alhudhaif and
Fayadh Alenezi and
Sara A. Althubiti},
title = {A novel myocardial infarction localization method using multi-branch
DenseNet and spatial matching-based active semi-supervised learning},
journal = {Inf. Sci.},
volume = {606},
pages = {649--668},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.05.070},
doi = {10.1016/J.INS.2022.05.070},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/HeYZDYAAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/ZhaoLZGZ22,
author = {Siyuan Zhao and
Ying Luo and
Tao Zhang and
Weiwei Guo and
Zenghui Zhang},
title = {Active Learning {SAR} Image Classification Method Crossing Different
Imaging Platforms},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2022.3208468},
doi = {10.1109/LGRS.2022.3208468},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/ZhaoLZGZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/AhsanQRQ22,
author = {Muhammad Ahtazaz Ahsan and
Adnan Qayyum and
Adeel Razi and
Junaid Qadir},
title = {An active learning method for diabetic retinopathy classification
with uncertainty quantification},
journal = {Medical Biol. Eng. Comput.},
volume = {60},
number = {10},
pages = {2797--2811},
year = {2022},
url = {https://doi.org/10.1007/s11517-022-02633-w},
doi = {10.1007/S11517-022-02633-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mbec/AhsanQRQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qre/LiLZL22,
author = {Jingkui Li and
Wenqi Liu and
Yan Zhou and
Zhandong Li},
title = {The adaptive weight learning function for reliability analysis and
its application to multiple active learning methods},
journal = {Qual. Reliab. Eng. Int.},
volume = {38},
number = {7},
pages = {3755--3770},
year = {2022},
url = {https://doi.org/10.1002/qre.3171},
doi = {10.1002/QRE.3171},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qre/LiLZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/AmeryanGR22,
author = {Ala Ameryan and
Mansour Ghalehnovi and
Mohsen Rashki},
title = {{AK-SESC:} a novel reliability procedure based on the integration
of active learning kriging and sequential space conversion method},
journal = {Reliab. Eng. Syst. Saf.},
volume = {217},
pages = {108036},
year = {2022},
url = {https://doi.org/10.1016/j.ress.2021.108036},
doi = {10.1016/J.RESS.2021.108036},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/AmeryanGR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/HongLFLP22,
author = {Linxiong Hong and
Huacong Li and
Jiangfeng Fu and
Jia Li and
Kai Peng},
title = {Hybrid active learning method for non-probabilistic reliability analysis
with multi-super-ellipsoidal model},
journal = {Reliab. Eng. Syst. Saf.},
volume = {222},
pages = {108414},
year = {2022},
url = {https://doi.org/10.1016/j.ress.2022.108414},
doi = {10.1016/J.RESS.2022.108414},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/HongLFLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/LiW22a,
author = {Peiping Li and
Yu Wang},
title = {An active learning reliability analysis method using adaptive Bayesian
compressive sensing and Monte Carlo simulation {(ABCS-MCS)}},
journal = {Reliab. Eng. Syst. Saf.},
volume = {221},
pages = {108377},
year = {2022},
url = {https://doi.org/10.1016/j.ress.2022.108377},
doi = {10.1016/J.RESS.2022.108377},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/LiW22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tos/ZhouWF22,
author = {Yang Zhou and
Fang Wang and
Dan Feng},
title = {A Disk Failure Prediction Method Based on Active Semi-supervised Learning},
journal = {{ACM} Trans. Storage},
volume = {18},
number = {4},
pages = {35:1--35:33},
year = {2022},
url = {https://doi.org/10.1145/3523699},
doi = {10.1145/3523699},
timestamp = {Mon, 09 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tos/ZhouWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/ZhouXZG22,
author = {Chengning Zhou and
Ning{-}Cong Xiao and
Ming Jian Zuo and
Wei Gao},
title = {An Active Kriging-Based Learning Method for Hybrid Reliability Analysis},
journal = {{IEEE} Trans. Reliab.},
volume = {71},
number = {4},
pages = {1567--1576},
year = {2022},
url = {https://doi.org/10.1109/TR.2021.3111926},
doi = {10.1109/TR.2021.3111926},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tr/ZhouXZG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/CaoZHYDHC22,
author = {Di Cao and
Junbo Zhao and
Weihao Hu and
Nanpeng Yu and
Fei Ding and
Qi Huang and
Zhe Chen},
title = {Deep Reinforcement Learning Enabled Physical-Model-Free Two-Timescale
Voltage Control Method for Active Distribution Systems},
journal = {{IEEE} Trans. Smart Grid},
volume = {13},
number = {1},
pages = {149--165},
year = {2022},
url = {https://doi.org/10.1109/TSG.2021.3113085},
doi = {10.1109/TSG.2021.3113085},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsg/CaoZHYDHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apcc/HeMHL22,
author = {Chenguang He and
Yuchuan Ma and
Shengxian Huang and
Jing Li},
title = {Research on Active/Passive Hybrid {IRS} Assisted Communication Method
Based on Deep Learning},
booktitle = {27th Asia Pacific Conference on Communications, {APCC} 2022, Jeju
Island, Republic of Korea, October 19-21, 2022},
pages = {483--487},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/APCC55198.2022.9943646},
doi = {10.1109/APCC55198.2022.9943646},
timestamp = {Tue, 22 Nov 2022 09:54:49 +0100},
biburl = {https://dblp.org/rec/conf/apcc/HeMHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cserc/MochettiAS22,
author = {Karina Mochetti and
Thiago Ururay Fragoso Araujo and
Carlos Henrique Domingos Correia Santos},
title = {Active Learning Methods applied to an Environmental Awareness Course
for {CS} majors},
booktitle = {Proceedings of the 11th Computer Science Education Research Conference,
{CSERC} 2022, Leiden, The Netherlands, 21 November 2022},
pages = {31--38},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3569173.3569177},
doi = {10.1145/3569173.3569177},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cserc/MochettiAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esws/PrimpeliB22,
author = {Anna Primpeli and
Christian Bizer},
editor = {Paul Groth and
Maria{-}Esther Vidal and
Fabian M. Suchanek and
Pedro A. Szekely and
Pavan Kapanipathi and
Catia Pesquita and
Hala Skaf{-}Molli and
Minna Tamper},
title = {Impact of the Characteristics of Multi-source Entity Matching Tasks
on the Performance of Active Learning Methods},
booktitle = {The Semantic Web - 19th International Conference, {ESWC} 2022, Hersonissos,
Crete, Greece, May 29 - June 2, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13261},
pages = {113--129},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-06981-9\_7},
doi = {10.1007/978-3-031-06981-9\_7},
timestamp = {Wed, 24 Aug 2022 15:07:01 +0200},
biburl = {https://dblp.org/rec/conf/esws/PrimpeliB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccpr/HuZZ22,
author = {Yuwei Hu and
Xueyuan Zheng and
Ping Zong},
title = {An Active Transfer Learning Method Combining Uncertainty with Diversity
for Chinese Address Resolution},
booktitle = {Proceedings of the 2022 11th International Conference on Computing
and Pattern Recognition, {ICCPR} 2022, Beijing, China, November 17-19,
2022},
pages = {643--650},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3581807.3581902},
doi = {10.1145/3581807.3581902},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccpr/HuZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/BahZYXLZW22,
author = {Mohamed Jaward Bah and
Ji Zhang and
Ting Yu and
Feng Xia and
Zhao Li and
Shuigeng Zhou and
Hongzhi Wang},
editor = {Marek Z. Reformat and
Du Zhang and
Nikolaos G. Bourbakis},
title = {A Generative Adversarial Active Learning Method for Effective Outlier
Detection},
booktitle = {34th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2022, Macao, China, October 31 - November 2, 2022},
pages = {131--139},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICTAI56018.2022.00027},
doi = {10.1109/ICTAI56018.2022.00027},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictai/BahZYXLZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HeinRGLHKKHHD22,
author = {Alice Hein and
Stefan R{\"{o}}hrl and
Thea Grobel and
Manuel Lengl and
Nawal Hafez and
Martin Knopp and
Christian Klenk and
Dominik Heim and
Oliver Hayden and
Klaus Diepold},
title = {A Comparison of Uncertainty Quantification Methods for Active Learning
in Image Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892240},
doi = {10.1109/IJCNN55064.2022.9892240},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HeinRGLHKKHHD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/VaarasAR22,
author = {Einari Vaaras and
Manu Airaksinen and
Okko R{\"{a}}s{\"{a}}nen},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {Analysis of Self-Supervised Learning and Dimensionality Reduction
Methods in Clustering-Based Active Learning for Speech Emotion Recognition},
booktitle = {Interspeech 2022, 23rd Annual Conference of the International Speech
Communication Association, Incheon, Korea, 18-22 September 2022},
pages = {1143--1147},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-329},
doi = {10.21437/INTERSPEECH.2022-329},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/VaarasAR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwmoocs/AlpacaGDL22,
author = {Norka Bedregal{-}Alpaca and
Karim Guevara{-}Puente and
Lucy Delgado{-}Barra and
Leticia Laura{-}Ochoa},
title = {Adaptive structure of a {SPOC} to train teachers in active methodologies:
Cooperative Learning Case},
booktitle = {{IEEE} Learning with MOOCS, {LWMOOCS} 2022, Antigua Guatemala, Guatemala,
September 29-30, 2022},
pages = {108--113},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/LWMOOCS53067.2022.9927938},
doi = {10.1109/LWMOOCS53067.2022.9927938},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lwmoocs/AlpacaGDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JospinAXLBB22,
author = {Laurent Valentin Jospin and
Allen Antony and
Lian Xu and
Hamid Laga and
Farid Boussa{\"{\i}}d and
Mohammed Bennamoun},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities
of Deep Learning-based Stereo Methods},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/bc3a68a20e5c8ba5cbefc1ecf74bfaaa-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JospinAXLBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ph/YueWY0022,
author = {Peng Yue and
Xiang Wang and
Yu Yang and
Jun Qi and
Po Yang},
editor = {Athanasios Tsanas and
Andreas Triantafyllidis},
title = {Up-Sampling Active Learning: An Activity Recognition Method for Parkinson's
Disease Patients},
booktitle = {Pervasive Computing Technologies for Healthcare - 16th {EAI} International
Conference, PervasiveHealth 2022, Thessaloniki, Greece, December 12-14,
2022, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {488},
pages = {229--246},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-34586-9\_16},
doi = {10.1007/978-3-031-34586-9\_16},
timestamp = {Tue, 13 Jun 2023 16:11:12 +0200},
biburl = {https://dblp.org/rec/conf/ph/YueWY0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rita/YamamotoOHCT22,
author = {Takumi Yamamoto and
Kento Ohtani and
Tomoki Hayashi and
Alexander Carballo and
Kazuya Takeda},
editor = {Jun Jo and
Han{-}Lim Choi and
Mard{\'{e}} Helbig and
Hyondong Oh and
Jemin Hwangbo and
Chang{-}Hun Lee and
Bela Stantic},
title = {Efficient Training Method for Point Cloud-Based Object Detection Models
by Combining Environmental Transitions and Active Learning},
booktitle = {Robot Intelligence Technology and Applications 7 - Results from the
10th International Conference on Robot Intelligence Technology and
Applications, RiTA 2022, Daejeon, South Korea, 7-9 December, 2022},
series = {Lecture Notes in Networks and Systems},
volume = {642},
pages = {292--303},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26889-2\_26},
doi = {10.1007/978-3-031-26889-2\_26},
timestamp = {Thu, 02 Mar 2023 11:33:59 +0100},
biburl = {https://dblp.org/rec/conf/rita/YamamotoOHCT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/CaoDWM22,
author = {Deqi Cao and
Zhaoyun Ding and
Fei Wang and
Haoyang Ma},
title = {Pre-training Fine-tuning data Enhancement method based on active learning},
booktitle = {{IEEE} International Conference on Trust, Security and Privacy in
Computing and Communications, TrustCom 2022, Wuhan, China, December
9-11, 2022},
pages = {1447--1454},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/TrustCom56396.2022.00205},
doi = {10.1109/TRUSTCOM56396.2022.00205},
timestamp = {Mon, 27 Mar 2023 16:44:39 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/CaoDWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/AljundiCR22,
author = {Rahaf Aljundi and
Nikolay Chumerin and
Daniel Olmeda Reino},
title = {Identifying Wrongly Predicted Samples: {A} Method for Active Learning},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2022, Waikoloa, HI, USA, January 3-8, 2022},
pages = {2071--2079},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACV51458.2022.00213},
doi = {10.1109/WACV51458.2022.00213},
timestamp = {Thu, 17 Feb 2022 14:50:06 +0100},
biburl = {https://dblp.org/rec/conf/wacv/AljundiCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11664,
author = {Fabio Pino and
Lorenzo Schena and
Jean Rabault and
Alexander Kuhnle and
Miguel A. Mendez},
title = {Comparative analysis of machine learning methods for active flow control},
journal = {CoRR},
volume = {abs/2202.11664},
year = {2022},
url = {https://arxiv.org/abs/2202.11664},
eprinttype = {arXiv},
eprint = {2202.11664},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10188,
author = {Einari Vaaras and
Manu Airaksinen and
Okko R{\"{a}}s{\"{a}}nen},
title = {Analysis of Self-Supervised Learning and Dimensionality Reduction
Methods in Clustering-Based Active Learning for Speech Emotion Recognition},
journal = {CoRR},
volume = {abs/2206.10188},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10188},
doi = {10.48550/ARXIV.2206.10188},
eprinttype = {arXiv},
eprint = {2206.10188},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08305,
author = {Laurent Valentin Jospin and
Allen Antony and
Lian Xu and
Hamid Laga and
Farid Boussa{\"{\i}}d and
Mohammed Bennamoun},
title = {Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities
of Deep Learning-based Stereo Methods},
journal = {CoRR},
volume = {abs/2209.08305},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08305},
doi = {10.48550/ARXIV.2209.08305},
eprinttype = {arXiv},
eprint = {2209.08305},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13518,
author = {Bonaventure F. P. Dossou and
Dianbo Liu and
Xu Ji and
Moksh Jain and
Almer M. van der Sloot and
Roger Palou and
Michael Tyers and
Yoshua Bengio},
title = {Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial
Peptides Generation and Selection},
journal = {CoRR},
volume = {abs/2209.13518},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13518},
doi = {10.48550/ARXIV.2209.13518},
eprinttype = {arXiv},
eprint = {2209.13518},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Huang21,
author = {Enhui Huang},
title = {Active Learning Methods for Interactive Exploration on Large Databases.
(M{\'{e}}thodes d'apprentissage actif pour l'exploration interactive
sur les grandes bases de donn{\'{e}}es)},
school = {Polytechnic Institute of Paris, France},
year = {2021},
url = {https://tel.archives-ouvertes.fr/tel-03339951},
timestamp = {Thu, 06 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/hal/Huang21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SunWLLSY21,
author = {Xiusong Sun and
Bo Wang and
Shaohan Liu and
Tingxiang Lu and
Xin Shan and
Qun Yang},
title = {{LMC-SMCA:} {A} New Active Learning Method in {ASR}},
journal = {{IEEE} Access},
volume = {9},
pages = {37011--37021},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3062157},
doi = {10.1109/ACCESS.2021.3062157},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/SunWLLSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/actaC/Papp21,
author = {D{\'{a}}vid Papp},
title = {Zero Initialized Active Learning with Spectral Clustering using Hungarian
Method},
journal = {Acta Cybern.},
volume = {25},
number = {2},
pages = {401--419},
year = {2021},
url = {https://doi.org/10.14232/actacyb.288006},
doi = {10.14232/ACTACYB.288006},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/actaC/Papp21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacie/TomarB21,
author = {Agam Tomar and
Henry V. Burton},
title = {Active learning method for risk assessment of distributed infrastructure
systems},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {36},
number = {4},
pages = {438--452},
year = {2021},
url = {https://doi.org/10.1111/mice.12665},
doi = {10.1111/MICE.12665},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacie/TomarB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/ChenZL21,
author = {Fang Chen and
Tao Zhang and
Ruilin Liu},
title = {An Active Learning Method Based on Variational Autoencoder and {DBSCAN}
Clustering},
journal = {Comput. Intell. Neurosci.},
volume = {2021},
pages = {9952596:1--9952596:11},
year = {2021},
url = {https://doi.org/10.1155/2021/9952596},
doi = {10.1155/2021/9952596},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cin/ChenZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/classification/KeC21,
author = {Bo{-}Shiang Ke and
Yuan{-}chin Ivan Chang},
title = {A Model-Free Subject Selection Method for Active Learning Classification
Procedures},
journal = {J. Classif.},
volume = {38},
number = {3},
pages = {544--555},
year = {2021},
url = {https://doi.org/10.1007/s00357-021-09388-3},
doi = {10.1007/S00357-021-09388-3},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/classification/KeC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/HeYAZD21,
author = {Ziyang He and
Zhiyong Yuan and
Panfeng An and
Jianhui Zhao and
Bo Du},
title = {{MFB-LANN:} {A} lightweight and updatable myocardial infarction diagnosis
system based on convolutional neural networks and active learning},
journal = {Comput. Methods Programs Biomed.},
volume = {210},
pages = {106379},
year = {2021},
url = {https://doi.org/10.1016/j.cmpb.2021.106379},
doi = {10.1016/J.CMPB.2021.106379},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/HeYAZD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/JiaoYQF21,
author = {Yiping Jiao and
Jie Yu and
Yong Qiang and
Shumin Fei},
title = {Deep embeddings and logistic regression for rapid active learning
in histopathological images},
journal = {Comput. Methods Programs Biomed.},
volume = {212},
pages = {106464},
year = {2021},
url = {https://doi.org/10.1016/j.cmpb.2021.106464},
doi = {10.1016/J.CMPB.2021.106464},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/JiaoYQF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frma/HaastrechtSOBS21,
author = {Max van Haastrecht and
Injy Sarhan and
Bilge Yigit Ozkan and
Matthieu J. S. Brinkhuis and
Marco Spruit},
title = {{SYMBALS:} {A} Systematic Review Methodology Blending Active Learning
and Snowballing},
journal = {Frontiers Res. Metrics Anal.},
volume = {6},
pages = {685591},
year = {2021},
url = {https://doi.org/10.3389/frma.2021.685591},
doi = {10.3389/FRMA.2021.685591},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frma/HaastrechtSOBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HeYWL21,
author = {Deniu He and
Hong Yu and
Guoyin Wang and
Jie Li},
title = {A two-stage clustering-based cold-start method for active learning},
journal = {Intell. Data Anal.},
volume = {25},
number = {5},
pages = {1169--1185},
year = {2021},
url = {https://doi.org/10.3233/IDA-205393},
doi = {10.3233/IDA-205393},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/HeYWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieee-rita/HolgadoVGR21,
author = {Alicia Garc{\'{\i}}a{-}Holgado and
Andrea V{\'{a}}zquez{-}Ingelmo and
Francisco J. Garc{\'{\i}}a{-}Pe{\~{n}}alvo and
Mar{\'{\i}}a Jos{\'{e}} Rodr{\'{\i}}guez{-}Conde},
title = {Improvement of Learning Outcomes in Software Engineering: Active Methodologies
Supported Through the Virtual Campus},
journal = {Rev. Iberoam. de Tecnol. del Aprendiz.},
volume = {16},
number = {2},
pages = {143--153},
year = {2021},
url = {https://doi.org/10.1109/RITA.2021.3089926},
doi = {10.1109/RITA.2021.3089926},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieee-rita/HolgadoVGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iie/AndradeRB21,
author = {Tiago Lu{\'{\i}}s de Andrade and
Sandro Jos{\'{e}} Rigo and
Jorge Luis Vict{\'{o}}ria Barbosa},
title = {Active Methodology, Educational Data Mining and Learning Analytics:
{A} Systematic Mapping Study},
journal = {Informatics Educ.},
volume = {20},
number = {2},
pages = {171--204},
year = {2021},
url = {https://doi.org/10.15388/infedu.2021.09},
doi = {10.15388/INFEDU.2021.09},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iie/AndradeRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/ZhengHWWWYYW21,
author = {Xiangxiang Zheng and
Guojin He and
Shanshan Wang and
Yi Wang and
Guizhou Wang and
Zhaoying Yang and
Junchuan Yu and
Ning Wang},
title = {Comparison of Machine Learning Methods for Potential Active Landslide
Hazards Identification with Multi-Source Data},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {10},
number = {4},
pages = {253},
year = {2021},
url = {https://doi.org/10.3390/ijgi10040253},
doi = {10.3390/IJGI10040253},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgi/ZhengHWWWYYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangLTZJG21,
author = {Zhenxi Zhang and
Jie Li and
Chunna Tian and
Zhusi Zhong and
Zhicheng Jiao and
Xinbo Gao},
title = {Quality-driven deep active learning method for 3D brain {MRI} segmentation},
journal = {Neurocomputing},
volume = {446},
pages = {106--117},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.03.050},
doi = {10.1016/J.NEUCOM.2021.03.050},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhangLTZJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuZDLZ21,
author = {Weike Liu and
Hang Zhang and
Zhaoyun Ding and
Qingbao Liu and
Cheng Zhu},
title = {A comprehensive active learning method for multiclass imbalanced data
streams with concept drift},
journal = {Knowl. Based Syst.},
volume = {215},
pages = {106778},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.106778},
doi = {10.1016/J.KNOSYS.2021.106778},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiuZDLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GweonY21,
author = {Hyukjun Gweon and
Hao Yu},
title = {A nearest neighbor-based active learning method and its application
to time series classification},
journal = {Pattern Recognit. Lett.},
volume = {146},
pages = {230--236},
year = {2021},
url = {https://doi.org/10.1016/j.patrec.2021.03.016},
doi = {10.1016/J.PATREC.2021.03.016},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/GweonY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LuoDZLMZXZHH21,
author = {Xin Luo and
Huaqiang Du and
Guomo Zhou and
Xuejian Li and
Fangjie Mao and
Di'en Zhu and
Yanxin Xu and
Meng Zhang and
Shaobai He and
Zihao Huang},
title = {A Novel Query Strategy-Based Rank Batch-Mode Active Learning Method
for High-Resolution Remote Sensing Image Classification},
journal = {Remote. Sens.},
volume = {13},
number = {11},
pages = {2234},
year = {2021},
url = {https://doi.org/10.3390/rs13112234},
doi = {10.3390/RS13112234},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LuoDZLMZXZHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/GuoLCY21,
author = {Qing Guo and
Yongshou Liu and
Bingqian Chen and
Qin Yao},
title = {A variable and mode sensitivity analysis method for structural system
using a novel active learning Kriging model},
journal = {Reliab. Eng. Syst. Saf.},
volume = {206},
pages = {107285},
year = {2021},
url = {https://doi.org/10.1016/j.ress.2020.107285},
doi = {10.1016/J.RESS.2020.107285},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/GuoLCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/LiFGZZ21,
author = {Shengming Li and
Lin Feng and
Yunfei Ge and
Li Zhu and
Liang Zhao},
title = {An Ensemble Learning Method for Robot Electronic Nose with Active
Perception},
journal = {Sensors},
volume = {21},
number = {11},
pages = {3941},
year = {2021},
url = {https://doi.org/10.3390/s21113941},
doi = {10.3390/S21113941},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/LiFGZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/VununuLK21,
author = {Caleb Vununu and
Suk{-}Hwan Lee and
Ki{-}Ryong Kwon},
title = {A Classification Method for the Cellular Images Based on Active Learning
and Cross-Modal Transfer Learning},
journal = {Sensors},
volume = {21},
number = {4},
pages = {1469},
year = {2021},
url = {https://doi.org/10.3390/s21041469},
doi = {10.3390/S21041469},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/VununuLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/SunQ21,
author = {Xianzhuo Sun and
Jing Qiu},
title = {Two-Stage Volt/Var Control in Active Distribution Networks With Multi-Agent
Deep Reinforcement Learning Method},
journal = {{IEEE} Trans. Smart Grid},
volume = {12},
number = {4},
pages = {2903--2912},
year = {2021},
url = {https://doi.org/10.1109/TSG.2021.3052998},
doi = {10.1109/TSG.2021.3052998},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsg/SunQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEwisa/MoKL21,
author = {Mingjie Mo and
Fang Kong and
Qing Liu},
editor = {Chunxiao Xing and
Xiaoming Fu and
Yong Zhang and
Guigang Zhang and
Chaolemen Borjigin},
title = {Particle Picking Method for Cryo Electron Tomography Image Based on
Active Learning},
booktitle = {Web Information Systems and Applications - 18th International Conference,
{WISA} 2021, Kaifeng, China, September 24-26, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12999},
pages = {468--479},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87571-8\_40},
doi = {10.1007/978-3-030-87571-8\_40},
timestamp = {Mon, 06 Nov 2023 15:27:23 +0100},
biburl = {https://dblp.org/rec/conf/IEEEwisa/MoKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/Pernia-Espinoza21,
author = {Alpha V. Pern{\'{\i}}a{-}Espinoza and
Andr{\'{e}}s Sanz{-}Garc{\'{\i}}a and
F. Javier Mart{\'{\i}}nez{-}de{-}Pis{\'{o}}n{-}Ascacibar and
Ferm{\'{\i}}n Navaridas{-}Nalda},
editor = {Thomas Klinger and
Christian Kollmitzer and
Andreas Pester},
title = {Active learning methodologies in {STEM} degrees jeopardized by {COVID19}},
booktitle = {{IEEE} Global Engineering Education Conference, {EDUCON} 2021, Vienna,
Austria, April 21-23, 2021},
pages = {689--695},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EDUCON46332.2021.9454080},
doi = {10.1109/EDUCON46332.2021.9454080},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/educon/Pernia-Espinoza21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fie/ElgrablyO21a,
author = {Isaac Souza Elgrably and
Sandro Ronaldo Bezerra Oliveira},
title = {Remote teaching and learning of software testing using active methodologies
in the {COVID-19} pandemic context},
booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2021, Lincoln, NE,
USA, October 13-16, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/FIE49875.2021.9637426},
doi = {10.1109/FIE49875.2021.9637426},
timestamp = {Wed, 29 Dec 2021 09:45:46 +0100},
biburl = {https://dblp.org/rec/conf/fie/ElgrablyO21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/UetakeMAB21,
author = {Tomofumi Uetake and
Takashi Majima and
Akimichi Aoki and
Sugio Baba},
editor = {Constantine Stephanidis and
Margherita Antona and
Stavroula Ntoa},
title = {A Trial of Active Learning Method for Business Management Education
in Online Environment},
booktitle = {{HCI} International 2021 - Posters - 23rd {HCI} International Conference,
{HCII} 2021, Virtual Event, July 24-29, 2021, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1421},
pages = {132--137},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78645-8\_17},
doi = {10.1007/978-3-030-78645-8\_17},
timestamp = {Thu, 22 Jul 2021 18:36:58 +0200},
biburl = {https://dblp.org/rec/conf/hci/UetakeMAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciei/Zhou21,
author = {Yicheng Zhou},
title = {Research on the Active Learning and Query Strategy Improvement Method
Based on the Optimal Selection},
booktitle = {{ICIEI} 2021: The 6th International Conference on Information and
Education Innovations, Belgrade, Serbia, April 16 - 18, 2021},
pages = {80--84},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3470716.3470730},
doi = {10.1145/3470716.3470730},
timestamp = {Tue, 05 Sep 2023 09:34:01 +0200},
biburl = {https://dblp.org/rec/conf/iciei/Zhou21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/ZhouW021,
author = {Yang Zhou and
Fang Wang and
Dan Feng},
editor = {Xian{-}He Sun and
Sameer Shende and
Laxmikant V. Kal{\'{e}} and
Yong Chen},
title = {{ASLDP:} An Active Semi-supervised Learning method for Disk Failure
Prediction},
booktitle = {{ICPP} 2021: 50th International Conference on Parallel Processing,
Lemont, IL, USA, August 9 - 12, 2021},
pages = {18:1--18:11},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3472456.3472490},
doi = {10.1145/3472456.3472490},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpp/ZhouW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/CollingRGR21,
author = {Pascal Colling and
Lutz Roese{-}Koerner and
Hanno Gottschalk and
Matthias Rottmann},
editor = {Maria De Marsico and
Gabriella Sanniti di Baja and
Ana L. N. Fred},
title = {MetaBox+: {A} New Region based Active Learning Method for Semantic
Segmentation using Priority Maps},
booktitle = {Proceedings of the 10th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2021, Online Streaming, February
4-6, 2021},
pages = {51--62},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010227500510062},
doi = {10.5220/0010227500510062},
timestamp = {Tue, 06 Jun 2023 14:58:01 +0200},
biburl = {https://dblp.org/rec/conf/icpram/CollingRGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZhangW21,
author = {Hao Zhang and
DeLiang Wang},
editor = {Hynek Hermansky and
Honza Cernock{\'{y}} and
Luk{\'{a}}s Burget and
Lori Lamel and
Odette Scharenborg and
Petr Motl{\'{\i}}cek},
title = {A Deep Learning Method to Multi-Channel Active Noise Control},
booktitle = {Interspeech 2021, 22nd Annual Conference of the International Speech
Communication Association, Brno, Czechia, 30 August - 3 September
2021},
pages = {681--685},
publisher = {{ISCA}},
year = {2021},
url = {https://doi.org/10.21437/Interspeech.2021-1512},
doi = {10.21437/INTERSPEECH.2021-1512},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZhangW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/FanWBND21,
author = {Yubo Fan and
Jianing Wang and
Rueben A. Banalagay and
Jack H. Noble and
Benoit M. Dawant},
editor = {Cristian A. Linte and
Jeffrey H. Siewerdsen},
title = {Validation of a hybrid active shape and deep learning intracochlear
anatomy segmentation method for image-guided cochlear implant programming},
booktitle = {Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions,
and Modeling, Online, February 15-20, 2021},
series = {{SPIE} Proceedings},
volume = {11598},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2582148},
doi = {10.1117/12.2582148},
timestamp = {Mon, 26 Feb 2024 16:22:50 +0100},
biburl = {https://dblp.org/rec/conf/miigp/FanWBND21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HazraDGQD21,
author = {Rishi Hazra and
Parag Dutta and
Shubham Gupta and
Mohammed Abdul Qaathir and
Ambedkar Dukkipati},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Active{\({^2}\)} Learning: Actively reducing redundancies in Active
Learning methods for Sequence Tagging and Machine Translation},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {1982--1995},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.159},
doi = {10.18653/V1/2021.NAACL-MAIN.159},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/HazraDGQD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ncaa/LiuGLW21,
author = {Yifei Liu and
Jiayi Guo and
Shufan Li and
Lidong Wang},
editor = {Haijun Zhang and
Zhi Yang and
Zhao Zhang and
Zhou Wu and
Tianyong Hao},
title = {Active Learning Method Based on Axiomatic Fuzzy Sets and Cost-Sensitive
Classification},
booktitle = {Neural Computing for Advanced Applications - Second International
Conference, {NCAA} 2021, Guangzhou, China, August 27-30, 2021, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1449},
pages = {501--515},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-981-16-5188-5\_36},
doi = {10.1007/978-981-16-5188-5\_36},
timestamp = {Wed, 06 Sep 2023 10:13:14 +0200},
biburl = {https://dblp.org/rec/conf/ncaa/LiuGLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09466,
author = {Romuald Elie and
Caroline Hillairet and
Fran{\c{c}}ois Hu and
Marc Juillard},
title = {An overview of active learning methods for insurance with fairness
appreciation},
journal = {CoRR},
volume = {abs/2112.09466},
year = {2021},
url = {https://arxiv.org/abs/2112.09466},
eprinttype = {arXiv},
eprint = {2112.09466},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06490,
title = {Active\({}^{\mbox{2}}\) Learning: Actively reducing redundancies in
Active Learning methods for Sequence Tagging and Machine Translation},
journal = {CoRR},
volume = {abs/2103.06490},
year = {2021},
note = {Withdrawn.},
url = {https://arxiv.org/abs/2103.06490},
eprinttype = {arXiv},
eprint = {2103.06490},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Alahmari20a,
author = {Saeed S. Alahmari},
title = {Active Deep Learning Method to Automate Unbiased Stereology Cell Counting},
school = {University of South Florida, Tampa, {USA}},
year = {2020},
url = {https://digitalcommons.usf.edu/etd/8152},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Alahmari20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Menz20,
author = {Morgane Menz},
title = {R{\'{e}}duction du co{\^{u}}t num{\'{e}}rique des m{\'{e}}thodes
d'apprentissage actif pour l'analyse de fiabilit{\'{e}}. (Active
learning numerical cost reduction for reliability analysis)},
school = {University of Toulouse, France},
year = {2020},
url = {https://tel.archives-ouvertes.fr/tel-03132391},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/hal/Menz20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/GuoWCS20,
author = {Luyang Guo and
Shouxiang Wang and
Haiwen Chen and
Qingyuan Shi},
title = {A Load Identification Method Based on Active Deep Learning and Discrete
Wavelet Transform},
journal = {{IEEE} Access},
volume = {8},
pages = {113932--113942},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3003778},
doi = {10.1109/ACCESS.2020.3003778},
timestamp = {Wed, 15 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/GuoWCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MekaAOL20,
author = {Rajitha Meka and
Adel Alaeddini and
Sakiko Oyama and
Kristina Langer},
title = {An Active Learning Methodology for Efficient Estimation of Expensive
Noisy Black-Box Functions Using Gaussian Process Regression},
journal = {{IEEE} Access},
volume = {8},
pages = {111460--111474},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3002819},
doi = {10.1109/ACCESS.2020.3002819},
timestamp = {Wed, 15 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MekaAOL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MekaAOL20a,
author = {Rajitha Meka and
Adel Alaeddini and
Sakiko Oyama and
Kristina Langer},
title = {Corrections to "An Active Learning Methodology for Efficient Estimation
of Expensive Noisy Black-Box Functions Using Gaussian Process Regression"},
journal = {{IEEE} Access},
volume = {8},
pages = {128239},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3009014},
doi = {10.1109/ACCESS.2020.3009014},
timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MekaAOL20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RibeiroP20,
author = {Maria Ivanilse Calderon Ribeiro and
Odette Mestrinho Passos},
title = {A Study on the Active Methodologies Applied to Teaching and Learning
Process in the Computing Area},
journal = {{IEEE} Access},
volume = {8},
pages = {219083--219097},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3036976},
doi = {10.1109/ACCESS.2020.3036976},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/RibeiroP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhouCKGX20,
author = {Jiancun Zhou and
Rui Cao and
Jian Kang and
Kehua Guo and
Yangting Xu},
title = {An Efficient High-Quality Medical Lesion Image Data Labeling Method
Based on Active Learning},
journal = {{IEEE} Access},
volume = {8},
pages = {144331--144342},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3014355},
doi = {10.1109/ACCESS.2020.3014355},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhouCKGX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/ShiWQZL20,
author = {Haotian Shi and
Haoren Wang and
Chengjin Qin and
Liqun Zhao and
Chengliang Liu},
title = {An incremental learning system for atrial fibrillation detection based
on transfer learning and active learning},
journal = {Comput. Methods Programs Biomed.},
volume = {187},
pages = {105219},
year = {2020},
url = {https://doi.org/10.1016/j.cmpb.2019.105219},
doi = {10.1016/J.CMPB.2019.105219},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/ShiWQZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/LiuZZCLQKW20,
author = {Fucong Liu and
Tongzhou Zhang and
Caixia Zheng and
Yuanyuan Cheng and
Xiaoli Liu and
Miao Qi and
Jun Kong and
Jianzhong Wang},
title = {An Intelligent Multi-View Active Learning Method Based on a Double-Branch
Network},
journal = {Entropy},
volume = {22},
number = {8},
pages = {901},
year = {2020},
url = {https://doi.org/10.3390/e22080901},
doi = {10.3390/E22080901},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/LiuZZCLQKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/LingLSW20,
author = {Chunyan Ling and
Zhenzhou Lu and
Bo Sun and
Minjie Wang},
title = {An efficient method combining active learning Kriging and Monte Carlo
simulation for profust failure probability},
journal = {Fuzzy Sets Syst.},
volume = {387},
pages = {89--107},
year = {2020},
url = {https://doi.org/10.1016/j.fss.2019.02.003},
doi = {10.1016/J.FSS.2019.02.003},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/LingLSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/FazakisKKKS20,
author = {Nikos Fazakis and
Georgios Kostopoulos and
Stamatis Karlos and
Sotiris Kotsiantis and
Kyriakos N. Sgarbas},
title = {An active learning ensemble method for regression tasks},
journal = {Intell. Data Anal.},
volume = {24},
number = {3},
pages = {607--623},
year = {2020},
url = {https://doi.org/10.3233/IDA-194608},
doi = {10.3233/IDA-194608},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/FazakisKKKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LiWX20,
author = {Jingmei Li and
Weifei Wu and
Di Xue},
title = {An intrusion detection method based on active transfer learning},
journal = {Intell. Data Anal.},
volume = {24},
number = {2},
pages = {363--383},
year = {2020},
url = {https://doi.org/10.3233/IDA-194487},
doi = {10.3233/IDA-194487},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/LiWX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WangFMJ20,
author = {Min Wang and
Ke Fu and
Fan Min and
Xiuyi Jia},
title = {Active learning through label error statistical methods},
journal = {Knowl. Based Syst.},
volume = {189},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105140},
doi = {10.1016/J.KNOSYS.2019.105140},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/WangFMJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XiaoCL20,
author = {Yanshan Xiao and
Zheng Chang and
Bo Liu},
title = {An efficient active learning method for multi-task learning},
journal = {Knowl. Based Syst.},
volume = {190},
pages = {105137},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105137},
doi = {10.1016/J.KNOSYS.2019.105137},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/XiaoCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/WangWZZ20,
author = {Jian Wang and
Yanli Wang and
Guosheng Zhao and
Zhong{-}Nan Zhao},
title = {The active learning multi-task allocation method in mobile crowd sensing
based on normal cloud model},
journal = {Pervasive Mob. Comput.},
volume = {67},
pages = {101181},
year = {2020},
url = {https://doi.org/10.1016/j.pmcj.2020.101181},
doi = {10.1016/J.PMCJ.2020.101181},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/percom/WangWZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/BrownSHL20,
author = {Meredith G. L. Brown and
Sergii Skakun and
Tao He and
Shunlin Liang},
title = {Intercomparison of Machine-Learning Methods for Estimating Surface
Shortwave and Photosynthetically Active Radiation},
journal = {Remote. Sens.},
volume = {12},
number = {3},
pages = {372},
year = {2020},
url = {https://doi.org/10.3390/rs12030372},
doi = {10.3390/RS12030372},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/BrownSHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/QinYZLS20,
author = {Xingli Qin and
Jie Yang and
Lingli Zhao and
Pingxiang Li and
Kaimin Sun},
title = {A Novel Deep Forest-Based Active Transfer Learning Method for PolSAR
Images},
journal = {Remote. Sens.},
volume = {12},
number = {17},
pages = {2755},
year = {2020},
url = {https://doi.org/10.3390/rs12172755},
doi = {10.3390/RS12172755},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/QinYZLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/MenzGDBM20,
author = {Morgane Menz and
Christian Gogu and
Sylvain Dubreuil and
Nathalie Bartoli and
J{\'{e}}r{\^{o}}me Morio},
title = {Adaptive coupling of reduced basis modeling and Kriging based active
learning methods for reliability analyses},
journal = {Reliab. Eng. Syst. Saf.},
volume = {196},
pages = {106771},
year = {2020},
url = {https://doi.org/10.1016/j.ress.2019.106771},
doi = {10.1016/J.RESS.2019.106771},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/MenzGDBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/XiaoZG20,
author = {Mi Xiao and
Jinhao Zhang and
Liang Gao},
title = {A system active learning Kriging method for system reliability-based
design optimization with a multiple response model},
journal = {Reliab. Eng. Syst. Saf.},
volume = {199},
pages = {106935},
year = {2020},
url = {https://doi.org/10.1016/j.ress.2020.106935},
doi = {10.1016/J.RESS.2020.106935},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/XiaoZG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/Rodriguez-Martin20a,
author = {Manuel Rodr{\'{\i}}guez{-}Mart{\'{\i}}n and
Jos{\'{e}} G. Fueyo and
Diego Gonz{\'{a}}lez{-}Aguilera and
Francisco J. Madruga and
Roberto Garcia{-}Martin and
{\'{A}}ngel Luis Mu{\~{n}}{\'{o}}z and
Javier Pisonero},
title = {Predictive Models for the Characterization of Internal Defects in
Additive Materials from Active Thermography Sequences Supported by
Machine Learning Methods},
journal = {Sensors},
volume = {20},
number = {14},
pages = {3982},
year = {2020},
url = {https://doi.org/10.3390/s20143982},
doi = {10.3390/S20143982},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/Rodriguez-Martin20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcas/JokarKASZA20,
author = {Ehsan Jokar and
Sajad Haghzad Klidbary and
Hadis Abolfathi and
Saeed Bagheri Shouraki and
Ramtin Zand and
Arash Ahmadi},
title = {Hardware-Algorithm Co-Design of a Compressed Fuzzy Active Learning
Method},
journal = {{IEEE} Trans. Circuits Syst.},
volume = {67-I},
number = {12},
pages = {4932--4945},
year = {2020},
url = {https://doi.org/10.1109/TCSI.2020.3010723},
doi = {10.1109/TCSI.2020.3010723},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcas/JokarKASZA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HuangCHZT20,
author = {Deqing Huang and
Chunrong Chen and
Tengfei Huang and
Duo Zhao and
Qichao Tang},
title = {An Active Repetitive Learning Control Method for Lateral Suspension
Systems of High-Speed Trains},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {10},
pages = {4094--4103},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2952175},
doi = {10.1109/TNNLS.2019.2952175},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HuangCHZT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/CostaCNMBC20,
author = {Allan B. Costa and
Bruno L. S. Castro and
Elison Nascimento and
Edemir Matos and
Fabr{\'{\i}}cio J. B. Barros and
Gerv{\'{a}}sio P. dos Santos Cavalcante},
title = {The Use of Active Methodologies for Teaching-Learning Systems in Telecommunications},
journal = {Wirel. Pers. Commun.},
volume = {115},
number = {1},
pages = {695--709},
year = {2020},
url = {https://doi.org/10.1007/s11277-020-07594-7},
doi = {10.1007/S11277-020-07594-7},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/CostaCNMBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aipr2/PopeTCTBT20,
author = {James Pope and
Mark Terwilliger and
J. A. (Jim) Connell and
Gabriel Talley and
Nicholas Blozik and
David Taylor},
title = {Annotating Documents using Active Learning Methods for a Maintenance
Analysis Application},
booktitle = {{AIPR} 2020: 3rd International Conference on Artificial Intelligence
and Pattern Recognition, Xiamen, China, June 26-28, 2020},
pages = {35--41},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3430199.3430214},
doi = {10.1145/3430199.3430214},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aipr2/PopeTCTBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShuiZGW20,
author = {Changjian Shui and
Fan Zhou and
Christian Gagn{\'{e}} and
Boyu Wang},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Deep Active Learning: Unified and Principled Method for Query and
Training},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1308--1318},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/shui20a.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShuiZGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ThorveHLLVMS20,
author = {Swapna Thorve and
Zhihao Hu and
Kiran Lakkaraju and
Joshua Letchford and
Anil Vullikanti and
Achla Marathe and
Samarth Swarup},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {An Active Learning Method for the Comparison of Agent-based Models},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {1377--1385},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398920},
doi = {10.5555/3398761.3398920},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ThorveHLLVMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cyberc/DaiLZ20,
author = {Jin Dai and
Haichuan Liu and
Qirui Zhang},
title = {One Class Support Vector Machine Active Learning Method for Unbalanced
Data},
booktitle = {International Conference on Cyber-Enabled Distributed Computing and
Knowledge Discovery, CyberC 2020, Chongqing, China, October 29-30,
2020},
pages = {309--315},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CyberC49757.2020.00057},
doi = {10.1109/CYBERC49757.2020.00057},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cyberc/DaiLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/MonteiroMP20,
author = {F{\'{a}}tima Monteiro and
Helena Marto and
Rita Pereira},
title = {Work-in-Progress: Analysis of engineering students' preparation for
active learning considering the study methods},
booktitle = {2020 {IEEE} Global Engineering Education Conference, {EDUCON} 2020,
Porto, Portugal, April 27-30, 2020},
pages = {1512--1515},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EDUCON45650.2020.9125262},
doi = {10.1109/EDUCON45650.2020.9125262},
timestamp = {Mon, 20 Jul 2020 16:00:05 +0200},
biburl = {https://dblp.org/rec/conf/educon/MonteiroMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/PintoOVNV20,
author = {Gabriela Ribeiro Peixoto Rezende Pinto and
Jo{\~{a}}o Alberto Castelo Branco Oliveira and
Dianne Magalh{\~{a}}es Viana and
Renato das Neves and
Valqu{\'{\i}}ria Villas{-}Boas},
title = {Work-in-Progress: {A} Systematic Mapping Study of Experiences with
Active Learning Strategies and Methods in Brazilian Engineering Education},
booktitle = {2020 {IEEE} Global Engineering Education Conference, {EDUCON} 2020,
Porto, Portugal, April 27-30, 2020},
pages = {1819--1823},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EDUCON45650.2020.9125300},
doi = {10.1109/EDUCON45650.2020.9125300},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/PintoOVNV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/Regis-Hernandez20,
author = {Fabiola Regis{-}Hern{\'{a}}ndez and
Georgina Mart{\'{\i}}nez{-}Medina and
Hugo C{\'{e}}sar Borjas{-}V{\'{a}}zquez and
Jos{\'{e}} Manuel Olais{-}Govea},
title = {Semestre i as an Active Methodology to modify the Teaching-Learning
Process in Engineering},
booktitle = {2020 {IEEE} Global Engineering Education Conference, {EDUCON} 2020,
Porto, Portugal, April 27-30, 2020},
pages = {652--666},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EDUCON45650.2020.9125372},
doi = {10.1109/EDUCON45650.2020.9125372},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/Regis-Hernandez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/YiasemidesZR20,
author = {Kyriacos Yiasemides and
Katerina Zachariadou and
Maria Rangoussi},
title = {Active learning in a hands-on Physics lab: a pilot study to fine-tune
instruction and student assessment methodology},
booktitle = {2020 {IEEE} Global Engineering Education Conference, {EDUCON} 2020,
Porto, Portugal, April 27-30, 2020},
pages = {1594--1603},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EDUCON45650.2020.9125109},
doi = {10.1109/EDUCON45650.2020.9125109},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/YiasemidesZR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fie/SerbanV20,
author = {Camelia Serban and
Andreea Vescan},
title = {Towards an Evaluation Process around Active Learning based Methods},
booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2020, Uppsala, Sweden,
October 21-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FIE44824.2020.9273935},
doi = {10.1109/FIE44824.2020.9273935},
timestamp = {Mon, 14 Dec 2020 09:13:16 +0100},
biburl = {https://dblp.org/rec/conf/fie/SerbanV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictc/OhKKL20,
author = {Seungmin Oh and
Seokgap Ko and
Eden Kim and
Byung{-}Tak Lee},
title = {Power Quality Problem Classification Methods Based on Active Transfer
Learning},
booktitle = {International Conference on Information and Communication Technology
Convergence, {ICTC} 2020, Jeju Island, Korea (South), October 21-23,
2020},
pages = {1222--1224},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICTC49870.2020.9289605},
doi = {10.1109/ICTC49870.2020.9289605},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictc/OhKKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/ZhangSZS20,
author = {Jiepeng Zhang and
Jingwei Sun and
Wenju Zhou and
Guangzhong Sun},
title = {An Active Learning Method for Empirical Modeling in Performance Tuning},
booktitle = {2020 {IEEE} International Parallel and Distributed Processing Symposium
(IPDPS), New Orleans, LA, USA, May 18-22, 2020},
pages = {244--253},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IPDPS47924.2020.00034},
doi = {10.1109/IPDPS47924.2020.00034},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/ZhangSZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sccc/CovarrubiasL20,
author = {Eliana Covarrubias and
Edmundo P. Leiva{-}Lobos},
title = {An Integrative Method for Active Learning: Convergencia 3.0},
booktitle = {39th International Conference of the Chilean Computer Science Society,
{SCCC} 2020, Coquimbo, Chile, November 16-20, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SCCC51225.2020.9281218},
doi = {10.1109/SCCC51225.2020.9281218},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sccc/CovarrubiasL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Meduri0SS20,
author = {Venkata Vamsikrishna Meduri and
Lucian Popa and
Prithviraj Sen and
Mohamed Sarwat},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {A Comprehensive Benchmark Framework for Active Learning Methods in
Entity Matching},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {1133--1147},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3380597},
doi = {10.1145/3318464.3380597},
timestamp = {Wed, 04 May 2022 13:02:28 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Meduri0SS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tale/Ashizawa20,
author = {Yusuke Ashizawa},
editor = {Hiroyuki Mitsuhara and
Yoshiko Goda and
Yutato Ohashi and
Ma. Mercedes T. Rodrigo and
Jun Shen and
Neelakantam Venkatarayalu and
Gary Wong and
Masanori Yamada and
Chi{-}Un Lei},
title = {Examination of Active Learning Methods in Large Lecture Classes},
booktitle = {{IEEE} International Conference on Teaching, Assessment, and Learning
for Engineering, {TALE} 2020, Takamatsu, Japan, December 8-11, 2020},
pages = {580--585},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/TALE48869.2020.9368360},
doi = {10.1109/TALE48869.2020.9368360},
timestamp = {Thu, 25 Mar 2021 14:46:43 +0100},
biburl = {https://dblp.org/rec/conf/tale/Ashizawa20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10976,
author = {Xue{-}She Wang and
James D. Turner and
Brian P. Mann},
title = {A Data-Efficient Sampling Method for Estimating Basins of Attraction
Using Hybrid Active Learning {(HAL)}},
journal = {CoRR},
volume = {abs/2003.10976},
year = {2020},
url = {https://arxiv.org/abs/2003.10976},
eprinttype = {arXiv},
eprint = {2003.10976},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13114,
author = {Venkata Vamsikrishna Meduri and
Lucian Popa and
Prithviraj Sen and
Mohamed Sarwat},
title = {A Comprehensive Benchmark Framework for Active Learning Methods in
Entity Matching},
journal = {CoRR},
volume = {abs/2003.13114},
year = {2020},
url = {https://arxiv.org/abs/2003.13114},
eprinttype = {arXiv},
eprint = {2003.13114},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08885,
author = {Behnam Ojaghi Kahjogh and
Mohammad Mahdi Dehshibi},
title = {A supervised active learning method for identifying critical nodes
in Wireless Sensor Network},
journal = {CoRR},
volume = {abs/2004.08885},
year = {2020},
url = {https://arxiv.org/abs/2004.08885},
eprinttype = {arXiv},
eprint = {2004.08885},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-08885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07012,
author = {Issam H. Laradji and
Pau Rodr{\'{\i}}guez and
Frederic Branchaud{-}Charron and
Keegan Lensink and
Parmida Atighehchian and
William Parker and
David V{\'{a}}zquez and
Derek Nowrouzezahrai},
title = {A Weakly Supervised Region-Based Active Learning Method for {COVID-19}
Segmentation in {CT} Images},
journal = {CoRR},
volume = {abs/2007.07012},
year = {2020},
url = {https://arxiv.org/abs/2007.07012},
eprinttype = {arXiv},
eprint = {2007.07012},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-03219,
author = {Petr Skoda and
Ondrej Podsztavek and
Pavel Tvrd{\'{\i}}k},
title = {Active deep learning method for the discovery of objects of interest
in large spectroscopic surveys},
journal = {CoRR},
volume = {abs/2009.03219},
year = {2020},
url = {https://arxiv.org/abs/2009.03219},
eprinttype = {arXiv},
eprint = {2009.03219},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-03219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01884,
author = {Pascal Colling and
Lutz Roese{-}Koerner and
Hanno Gottschalk and
Matthias Rottmann},
title = {MetaBox+: {A} new Region Based Active Learning Method for Semantic
Segmentation using Priority Maps},
journal = {CoRR},
volume = {abs/2010.01884},
year = {2020},
url = {https://arxiv.org/abs/2010.01884},
eprinttype = {arXiv},
eprint = {2010.01884},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06890,
author = {Rahaf Aljundi and
Nikolay Chumerin and
Daniel Olmeda Reino},
title = {Identifying Wrongly Predicted Samples: {A} Method for Active Learning},
journal = {CoRR},
volume = {abs/2010.06890},
year = {2020},
url = {https://arxiv.org/abs/2010.06890},
eprinttype = {arXiv},
eprint = {2010.06890},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04468,
author = {Jochem Verrelst and
Sara Dethier and
Juan Pablo Rivera and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Gustau Camps{-}Valls and
Jos{\'{e}} F. Moreno},
title = {Active Learning Methods for Efficient Hybrid Biophysical Variable
Retrieval},
journal = {CoRR},
volume = {abs/2012.04468},
year = {2020},
url = {https://arxiv.org/abs/2012.04468},
eprinttype = {arXiv},
eprint = {2012.04468},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13325,
author = {Muhammad Ahtazaz Ahsan and
Adnan Qayyum and
Junaid Qadir and
Adeel Razi},
title = {An Active Learning Method for Diabetic Retinopathy Classification
with Uncertainty Quantification},
journal = {CoRR},
volume = {abs/2012.13325},
year = {2020},
url = {https://arxiv.org/abs/2012.13325},
eprinttype = {arXiv},
eprint = {2012.13325},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ChenZGLLL19,
author = {Jiayu Chen and
Dong Zhou and
Ziyue Guo and
Jing Lin and
Chuan Lyu and
Chen Lu},
title = {An Active Learning Method Based on Uncertainty and Complexity for
Gearbox Fault Diagnosis},
journal = {{IEEE} Access},
volume = {7},
pages = {9022--9031},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2890979},
doi = {10.1109/ACCESS.2019.2890979},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ChenZGLLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HuiJCYWWHH19,
author = {Zhenyang Hui and
Shuanggen Jin and
Penggen Cheng and
Yao Ziggah Yevenyo and
Leyang Wang and
Yuqian Wang and
Haiying Hu and
Youjian Hu},
title = {An Active Learning Method for {DEM} Extraction From Airborne LiDAR
Point Clouds},
journal = {{IEEE} Access},
volume = {7},
pages = {89366--89378},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2926497},
doi = {10.1109/ACCESS.2019.2926497},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HuiJCYWWHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amcs/ZhaoLWCT19,
author = {Dongfang Zhao and
Jiafeng Liu and
Rui Wu and
Dansong Cheng and
Xianglong Tang},
title = {An Active Exploration Method for Data Efficient Reinforcement Learning},
journal = {Int. J. Appl. Math. Comput. Sci.},
volume = {29},
number = {2},
pages = {351--362},
year = {2019},
url = {https://doi.org/10.2478/amcs-2019-0026},
doi = {10.2478/AMCS-2019-0026},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amcs/ZhaoLWCT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cys/Luque-VegaLSRV19,
author = {Luis F. Luque{-}Vega and
Emmanuel L{\'{o}}pez{-}Neri and
Anayeli Santoyo and
Jorge E. Ruiz{-}Duarte and
Ne{\'{\i}}n Farrera V{\'{a}}zquez},
title = {Educational Methodology Based on Active Learning for Mechatronics
Engineering Students: towards Educational Mechatronics},
journal = {Computaci{\'{o}}n y Sistemas},
volume = {23},
number = {2},
pages = {325--334},
year = {2019},
url = {https://doi.org/10.13053/cys-23-2-3196},
doi = {10.13053/CYS-23-2-3196},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cys/Luque-VegaLSRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/KlaucoKK19,
author = {Martin Klauco and
Martin Kal{\'{u}}z and
Michal Kvasnica},
title = {Machine learning-based warm starting of active set methods in embedded
model predictive control},
journal = {Eng. Appl. Artif. Intell.},
volume = {77},
pages = {1--8},
year = {2019},
url = {https://doi.org/10.1016/j.engappai.2018.09.014},
doi = {10.1016/J.ENGAPPAI.2018.09.014},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/KlaucoKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/GuoDMHP19,
author = {Jifa Guo and
Shihong Du and
Zhenxing Ma and
Hongyuan Huo and
Guangxiong Peng},
title = {A Model for Animal Home Range Estimation Based on the Active Learning
Method},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {8},
number = {11},
pages = {490},
year = {2019},
url = {https://doi.org/10.3390/ijgi8110490},
doi = {10.3390/IJGI8110490},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgi/GuoDMHP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WangLML19,
author = {Min Wang and
Yao Lin and
Fan Min and
Dun Liu},
title = {Cost-sensitive active learning through statistical methods},
journal = {Inf. Sci.},
volume = {501},
pages = {460--482},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2019.06.015},
doi = {10.1016/J.INS.2019.06.015},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/WangLML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/QinJWY19,
author = {Xiao Qin and
Wanting Ji and
Ruili Wang and
Changan Yuan},
title = {Learnt dictionary based active learning method for environmental sound
event tagging},
journal = {Multim. Tools Appl.},
volume = {78},
number = {20},
pages = {29493--29508},
year = {2019},
url = {https://doi.org/10.1007/s11042-018-7139-2},
doi = {10.1007/S11042-018-7139-2},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/QinJWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/MalekMGNGD19,
author = {Salim Malek and
Franco Miglietta and
Terje Gobakken and
Erik N{\ae}sset and
Damiano Gianelle and
Michele Dalponte},
title = {Optimizing Field Data Collection for Individual Tree Attribute Predictions
Using Active Learning Methods},
journal = {Remote. Sens.},
volume = {11},
number = {8},
pages = {949},
year = {2019},
url = {https://doi.org/10.3390/rs11080949},
doi = {10.3390/RS11080949},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/MalekMGNGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/LingLZ19,
author = {Chunyan Ling and
Zhenzhou Lu and
Xianming Zhu},
title = {Efficient methods by active learning Kriging coupled with variance
reduction based sampling methods for time-dependent failure probability},
journal = {Reliab. Eng. Syst. Saf.},
volume = {188},
pages = {23--35},
year = {2019},
url = {https://doi.org/10.1016/j.ress.2019.03.004},
doi = {10.1016/J.RESS.2019.03.004},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/LingLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/ZhangXG19,
author = {Jinhao Zhang and
Mi Xiao and
Liang Gao},
title = {An active learning reliability method combining Kriging constructed
with exploration and exploitation of failure region and subset simulation},
journal = {Reliab. Eng. Syst. Saf.},
volume = {188},
pages = {90--102},
year = {2019},
url = {https://doi.org/10.1016/j.ress.2019.03.002},
doi = {10.1016/J.RESS.2019.03.002},
timestamp = {Mon, 27 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/ZhangXG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/BaiFLXC19,
author = {Liang Bai and
Yun{-}Wen Feng and
Ning Li and
Xiao{-}Feng Xue and
Yong Cao},
title = {Data-Driven Adaptive Iterative Learning Method for Active Vibration
Control Based on Imprecise Probability},
journal = {Symmetry},
volume = {11},
number = {6},
pages = {746},
year = {2019},
url = {https://doi.org/10.3390/sym11060746},
doi = {10.3390/SYM11060746},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/BaiFLXC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tinstmc/YaoC19,
author = {Xuan Yao and
Zhaobo Chen},
title = {Sliding mode control with deep learning method for rotor trajectory
control of active magnetic bearing system},
journal = {Trans. Inst. Meas. Control},
volume = {41},
number = {5},
pages = {1383--1394},
year = {2019},
url = {https://doi.org/10.1177/0142331218778324},
doi = {10.1177/0142331218778324},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tinstmc/YaoC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/AroraSNB19,
author = {Chetan Arora and
Mehrdad Sabetzadeh and
Shiva Nejati and
Lionel C. Briand},
title = {An Active Learning Approach for Improving the Accuracy of Automated
Domain Model Extraction},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {28},
number = {1},
pages = {4:1--4:34},
year = {2019},
url = {https://doi.org/10.1145/3293454},
doi = {10.1145/3293454},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tosem/AroraSNB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csai/ZhangZ19,
author = {Leihan Zhang and
Le Zhang},
title = {An Ensemble Deep Active Learning Method for Intent Classification},
booktitle = {{CSAI} 2019: 2019 3rd International Conference on Computer Science
and Artificial Intelligence, Beijing, China, December 6-8, 2019},
pages = {107--111},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3374587.3374611},
doi = {10.1145/3374587.3374611},
timestamp = {Fri, 20 Mar 2020 13:48:57 +0100},
biburl = {https://dblp.org/rec/conf/csai/ZhangZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emoocs/AloizouVMAG19,
author = {Valeria Aloizou and
Sara Villagr{\'{a}}{-}Sobrino and
Alejandra Mart{\'{\i}}nez{-}Mon{\'{e}}s and
Juan I. Asensio{-}P{\'{e}}rez and
Sara Garc{\'{\i}}a{-}Sastre},
editor = {Mauro Calise and
Carlos Delgado Kloos and
Catherine Mongenet and
Justin Reich and
Jos{\'{e}} A. Ruip{\'{e}}rez Valiente and
Gideon Shimshon and
Thomas Staubitz and
Martin Wirsing},
title = {Quality Assurance Methods Assessing Instructional Design in MOOCs
that implement Active Learning Pedagogies: An evaluative case study},
booktitle = {Proceedings of Work in Progress Papers of the Research, Experience
and Business Tracks at EMOOCs 2019, co-located with the European MOOCs
Stakeholders Submmit 2019 Conference, Naples, Italy, May 20-22, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2356},
pages = {14--19},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2356/research\_short3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:15 +0100},
biburl = {https://dblp.org/rec/conf/emoocs/AloizouVMAG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/WangLZC19,
author = {Nian Wang and
Tingting Li and
Zhe Zhang and
Li Cui},
title = {{TLTL:} An Active Transfer Learning Method for Internet of Things
Applications},
booktitle = {2019 {IEEE} International Conference on Communications, {ICC} 2019,
Shanghai, China, May 20-24, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICC.2019.8761694},
doi = {10.1109/ICC.2019.8761694},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/icc/WangLZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icl/BarabanovaNPSS19,
author = {Svetlana V. Barabanova and
Nataliya V. Nikonova and
Irina V. Pavlova and
Rozalina V. Shagieva and
Maria S. Suntsova},
editor = {Michael E. Auer and
Hanno Hortsch and
Panarit Sethakul},
title = {Using Active Learning Methods Within the Andragogical Paradigm},
booktitle = {The Impact of the 4th Industrial Revolution on Engineering Education
- Proceedings of the 22nd International Conference on Interactive
Collaborative Learning {(ICL} 2019) - Volume 1, Bangkok, Thailand,
25-28 September, 2019},
series = {Advances in Intelligent Systems and Computing},
volume = {1134},
pages = {566--577},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-40274-7\_54},
doi = {10.1007/978-3-030-40274-7\_54},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icl/BarabanovaNPSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/MalhotraBG19,
author = {Karan Malhotra and
Shubham Bansal and
Sriram Ganapathy},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Active Learning Methods for Low Resource End-to-End Speech Recognition},
booktitle = {Interspeech 2019, 20th Annual Conference of the International Speech
Communication Association, Graz, Austria, 15-19 September 2019},
pages = {2215--2219},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-2316},
doi = {10.21437/INTERSPEECH.2019-2316},
timestamp = {Fri, 29 Jan 2021 17:41:10 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/MalhotraBG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlicom/CuiGLGK19,
author = {Zhiyuan Cui and
Donghai Guan and
Cong Li and
Weiwei Guan and
Asad Masood Khattak},
editor = {Xiangping Bryce Zhai and
Bing Chen and
Kun Zhu},
title = {An Active Noise Correction Graph Embedding Method Based on Active
Learning for Graph Noisy Data},
booktitle = {Machine Learning and Intelligent Communications - 4th International
Conference, {MLICOM} 2019, Nanjing, China, August 24-25, 2019, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {294},
pages = {419--433},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32388-2\_36},
doi = {10.1007/978-3-030-32388-2\_36},
timestamp = {Thu, 06 May 2021 14:32:55 +0200},
biburl = {https://dblp.org/rec/conf/mlicom/CuiGLGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09602,
author = {Brandon Foggo and
Nanpeng Yu},
title = {Interpreting Active Learning Methods Through Information Losses},
journal = {CoRR},
volume = {abs/1902.09602},
year = {2019},
url = {http://arxiv.org/abs/1902.09602},
eprinttype = {arXiv},
eprint = {1902.09602},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09162,
author = {Changjian Shui and
Fan Zhou and
Christian Gagn{\'{e}} and
Boyu Wang},
title = {Deep Active Learning: Unified and Principled Method for Query and
Training},
journal = {CoRR},
volume = {abs/1911.09162},
year = {2019},
url = {http://arxiv.org/abs/1911.09162},
eprinttype = {arXiv},
eprint = {1911.09162},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Kaboli18,
author = {Mohsen Kaboli},
title = {New Methods for Active Tactile Object Perception and Learning with
Artificial Robotic Skin (Neue Methoden zum aktiven haptischen Erkennen
und Lernen von Objekten durch k{\"{u}}nstliche Roboter-Haut)},
school = {Technical University of Munich, Germany},
year = {2018},
url = {https://mediatum.ub.tum.de/1388056},
urn = {urn:nbn:de:bvb:91-diss-20171212-1388056-1-5},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Kaboli18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangLX18,
author = {Jihai Yang and
Shijun Li and
Wenning Xu},
title = {Active Learning for Visual Image Classification Method Based on Transfer
Learning},
journal = {{IEEE} Access},
volume = {6},
pages = {187--198},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2017.2761898},
doi = {10.1109/ACCESS.2017.2761898},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangLX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/SharmaR18,
author = {Aman Sharma and
Rinkle Rani},
title = {BE-DTI': Ensemble framework for drug target interaction prediction
using dimensionality reduction and active learning},
journal = {Comput. Methods Programs Biomed.},
volume = {165},
pages = {151--162},
year = {2018},
url = {https://doi.org/10.1016/j.cmpb.2018.08.011},
doi = {10.1016/J.CMPB.2018.08.011},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/SharmaR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/GoudjilKBG18,
author = {Mohamed Goudjil and
Mouloud Koudil and
Mouldi Bedda and
Noureddine Ghoggali},
title = {A Novel Active Learning Method Using {SVM} for Text Classification},
journal = {Int. J. Autom. Comput.},
volume = {15},
number = {3},
pages = {290--298},
year = {2018},
url = {https://doi.org/10.1007/s11633-015-0912-z},
doi = {10.1007/S11633-015-0912-Z},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijautcomp/GoudjilKBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwmip/HuoT18,
author = {Lian{-}Zhi Huo and
Ping Tang},
title = {A graph-based active learning method for classification of remote
sensing images},
journal = {Int. J. Wavelets Multiresolution Inf. Process.},
volume = {16},
number = {4},
pages = {1850023:1--1850023:16},
year = {2018},
url = {https://doi.org/10.1142/S0219691318500236},
doi = {10.1142/S0219691318500236},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijwmip/HuoT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informatics/PozoCMM18,
author = {Manuel Pozo and
Raja Chiky and
Farid Meziane and
Elisabeth M{\'{e}}tais},
title = {Exploiting Past Users' Interests and Predictions in an Active Learning
Method for Dealing with Cold Start in Recommender Systems},
journal = {Informatics},
volume = {5},
number = {3},
pages = {35},
year = {2018},
url = {https://doi.org/10.3390/informatics5030035},
doi = {10.3390/INFORMATICS5030035},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informatics/PozoCMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YinWF18,
author = {Lili Yin and
Huangang Wang and
Wenhui Fan},
title = {Active learning based support vector data description method for robust
novelty detection},
journal = {Knowl. Based Syst.},
volume = {153},
pages = {40--52},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.04.020},
doi = {10.1016/J.KNOSYS.2018.04.020},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/YinWF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pcs/GilyazevT18,
author = {R. A. Gilyazev and
D. Yu. Turdakov},
title = {Active Learning and Crowdsourcing: {A} Survey of Optimization Methods
for Data Labeling},
journal = {Program. Comput. Softw.},
volume = {44},
number = {6},
pages = {476--491},
year = {2018},
url = {https://doi.org/10.1134/S0361768818060142},
doi = {10.1134/S0361768818060142},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pcs/GilyazevT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiuYLHZS18,
author = {Wensong Liu and
Jie Yang and
Pingxiang Li and
Yue Han and
Jinqi Zhao and
Hongtao Shi},
title = {A Novel Object-Based Supervised Classification Method with Active
Learning and Random Forest for PolSAR Imagery},
journal = {Remote. Sens.},
volume = {10},
number = {7},
pages = {1092},
year = {2018},
url = {https://doi.org/10.3390/rs10071092},
doi = {10.3390/RS10071092},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LiuYLHZS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/te/MaganaVB18,
author = {Alejandra J. Magana and
Camilo Vieira and
Mireille Boutin},
title = {Characterizing Engineering Learners' Preferences for Active and Passive
Learning Methods},
journal = {{IEEE} Trans. Educ.},
volume = {61},
number = {1},
pages = {46--54},
year = {2018},
url = {https://doi.org/10.1109/TE.2017.2740203},
doi = {10.1109/TE.2017.2740203},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/te/MaganaVB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/HolgadoGR18,
author = {Alicia Garc{\'{\i}}a{-}Holgado and
Francisco Jos{\'{e}} Garc{\'{\i}}a{-}Pe{\~{n}}alvo and
Mar{\'{\i}}a Jos{\'{e}} Rodr{\'{\i}}guez{-}Conde},
title = {Pilot experience applying an active learning methodology in a software
engineering classroom},
booktitle = {2018 {IEEE} Global Engineering Education Conference, {EDUCON} 2018,
Santa Cruz de Tenerife, Tenerife, Islas Canarias, Spain, April 17-20,
2018},
pages = {940--947},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EDUCON.2018.8363331},
doi = {10.1109/EDUCON.2018.8363331},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/HolgadoGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/MachianiM18,
author = {Sahar Ghanipoor Machiani and
Milos N. Mladenovic},
title = {Implementation of active learning method in transportation engineering
seminar course: Case study at San Diego State University},
booktitle = {2018 {IEEE} Global Engineering Education Conference, {EDUCON} 2018,
Santa Cruz de Tenerife, Tenerife, Islas Canarias, Spain, April 17-20,
2018},
pages = {948--956},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EDUCON.2018.8363332},
doi = {10.1109/EDUCON.2018.8363332},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/MachianiM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/LuoZD18,
author = {Jun Luo and
Wenan Zhou and
Yu Du},
editor = {Jaideep Vaidya and
Jin Li},
title = {An Active Learning Based on Uncertainty and Density Method for Positive
and Unlabeled Data},
booktitle = {Algorithms and Architectures for Parallel Processing - 18th International
Conference, {ICA3PP} 2018, Guangzhou, China, November 15-17, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11334},
pages = {229--241},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-05051-1\_16},
doi = {10.1007/978-3-030-05051-1\_16},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/ica3pp/LuoZD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ZhangLHZL18,
author = {Tao Zhang and
Nannan Li and
Jingjia Huang and
Jia{-}Xing Zhong and
Ge Li},
title = {An Active Action Proposal Method Based on Reinforcement Learning},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {4053--4057},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451741},
doi = {10.1109/ICIP.2018.8451741},
timestamp = {Wed, 17 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/ZhangLHZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/FeiZSL18,
author = {Jingjing Fei and
Jing Zhao and
Shiliang Sun and
Yan Liu},
editor = {Long Cheng and
Andrew Chi{-}Sing Leung and
Seiichi Ozawa},
title = {Active Learning Methods with Deep Gaussian Processes},
booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {11303},
pages = {473--483},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04182-3\_41},
doi = {10.1007/978-3-030-04182-3\_41},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/FeiZSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhaoLWCT18,
author = {Dongfang Zhao and
Jiafeng Liu and
Rui Wu and
Dansong Cheng and
Xianglong Tang},
editor = {Long Cheng and
Andrew Chi{-}Sing Leung and
Seiichi Ozawa},
title = {Data-Efficient Reinforcement Learning Using Active Exploration Method},
booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {11303},
pages = {265--276},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04182-3\_24},
doi = {10.1007/978-3-030-04182-3\_24},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/ZhaoLWCT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/OwocW18,
author = {Mieczyslaw L. Owoc and
Pawel Weichbroth},
editor = {Eunika Mercier{-}Laurent},
title = {A Note on Knowledge Management Education: Towards Implementing Active
Learning Methods},
booktitle = {Artificial Intelligence for Knowledge Management - 6th {IFIP} {WG}
12.6 International Workshop, {AI4KM} 2018, Held at {IJCAI} 2018, Stockholm,
Sweden, July 15, 2018, Revised and Extended Selected Papers},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {588},
pages = {124--140},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-52903-1\_10},
doi = {10.1007/978-3-030-52903-1\_10},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/OwocW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CostaAS18,
author = {Albert Franca Josua Costa and
Regis Antonio Saraiva Albuquerque and
Eulanda Miranda dos Santos},
title = {A Drift Detection Method Based on Active Learning},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489364},
doi = {10.1109/IJCNN.2018.8489364},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CostaAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwaenc/ZhaoHV18,
author = {Shuyang Zhao and
Toni Heittola and
Tuomas Virtanen},
title = {An Active Learning Method Using Clustering and Committee-Based Sample
Selection for Sound Event Classification},
booktitle = {16th International Workshop on Acoustic Signal Enhancement, {IWAENC}
2018, Tokyo, Japan, September 17-20, 2018},
pages = {116--120},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IWAENC.2018.8521336},
doi = {10.1109/IWAENC.2018.8521336},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwaenc/ZhaoHV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/SuzukiAKIKY18,
author = {Shin{-}nosuke Suzuki and
Yutaro Akimoto and
Yasuhiro Kobayashi and
Manabu Ishihara and
Ryohei Kameyama and
Masaya Yamaguchi},
editor = {Robert J. Howlett and
Lakhmi C. Jain and
Zoran Popovic and
Dejan B. Popovic and
Slobodan N. Vukosavic and
Carlos Toro and
Yulia Hicks},
title = {A proposal of method to make active learning from class to self-study
using active note taking and active textbook system},
booktitle = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
Proceedings of the 22nd International Conference KES-2018, Belgrade,
Serbia, 3-5 September 2018},
series = {Procedia Computer Science},
volume = {126},
pages = {957--966},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.08.030},
doi = {10.1016/J.PROCS.2018.08.030},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/SuzukiAKIKY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robio/SakatoI18,
author = {Tatsuya Sakato and
Tetsunari Inamura},
title = {Evaluation of Rapid Active Learning Method for Motion Label Learning
in Variable {VR} Environment},
booktitle = {{IEEE} International Conference on Robotics and Biomimetics, {ROBIO}
2018, Kuala Lumpur, Malaysia, December 12-15, 2018},
pages = {1935--1940},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ROBIO.2018.8664859},
doi = {10.1109/ROBIO.2018.8664859},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/robio/SakatoI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbes/RamosKVFD18,
author = {Cristiane Soares Ramos and
Ricardo Ajax Dias Kosloski and
Elaine Venson and
Rejane Maria da Costa Figueiredo and
Victor Hugo A. Deon},
editor = {Uir{\'{a}} Kulesza},
title = {{TBL} as an active learning-teaching methodology for software engineering
courses},
booktitle = {Proceedings of the {XXXII} Brazilian Symposium on Software Engineering,
{SBES} 2018, Sao Carlos, Brazil, September 17-21, 2018},
pages = {289--297},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3266237.3266253},
doi = {10.1145/3266237.3266253},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbes/RamosKVFD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/HaoBWK18,
author = {Qiang Hao and
Bradley Barnes and
Ewan Wright and
Eunjung Kim},
editor = {Tiffany Barnes and
Daniel D. Garcia and
Elizabeth K. Hawthorne and
Manuel A. P{\'{e}}rez{-}Qui{\~{n}}ones},
title = {Effects of Active Learning Environments and Instructional Methods
in Computer Science Education},
booktitle = {Proceedings of the 49th {ACM} Technical Symposium on Computer Science
Education, {SIGCSE} 2018, Baltimore, MD, USA, February 21-24, 2018},
pages = {934--939},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159450.3159451},
doi = {10.1145/3159450.3159451},
timestamp = {Tue, 06 Nov 2018 11:07:13 +0100},
biburl = {https://dblp.org/rec/conf/sigcse/HaoBWK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-09287,
author = {Asim Smailagic and
Hae Young Noh and
Pedro Costa and
Devesh Walawalkar and
Kartik Khandelwal and
Mostafa Mirshekari and
Jonathon Fagert and
Adrian Galdran and
Susu Xu},
title = {MedAL: Deep Active Learning Sampling Method for Medical Image Analysis},
journal = {CoRR},
volume = {abs/1809.09287},
year = {2018},
url = {http://arxiv.org/abs/1809.09287},
eprinttype = {arXiv},
eprint = {1809.09287},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-09287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02497,
author = {Cem Orhan and
{\"{O}}znur Tastan},
title = {Active Learning Methods based on Statistical Leverage Scores},
journal = {CoRR},
volume = {abs/1812.02497},
year = {2018},
url = {http://arxiv.org/abs/1812.02497},
eprinttype = {arXiv},
eprint = {1812.02497},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/actaC/PappS17,
author = {D{\'{a}}vid Papp and
G{\'{a}}bor Sz{\"{u}}cs},
title = {Balanced Active Learning Method for Image Classification},
journal = {Acta Cybern.},
volume = {23},
number = {2},
pages = {645--658},
year = {2017},
url = {https://doi.org/10.14232/actacyb.23.2.2017.13},
doi = {10.14232/ACTACYB.23.2.2017.13},
timestamp = {Mon, 20 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/actaC/PappS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/NissimSEHM17,
author = {Nir Nissim and
Yuval Shahar and
Yuval Elovici and
George Hripcsak and
Robert Moskovitch},
title = {Inter-labeler and intra-labeler variability of condition severity
classification models using active and passive learning methods},
journal = {Artif. Intell. Medicine},
volume = {81},
pages = {12--32},
year = {2017},
url = {https://doi.org/10.1016/j.artmed.2017.03.003},
doi = {10.1016/J.ARTMED.2017.03.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/NissimSEHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/ZhangLHC17,
author = {Xinchang Zhang and
Guowei Luo and
Guangjing He and
Liyan Chen},
title = {A Multi-Scale Residential Areas Matching Method Using Relevance Vector
Machine and Active Learning},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {6},
number = {3},
pages = {70},
year = {2017},
url = {https://doi.org/10.3390/ijgi6030070},
doi = {10.3390/IJGI6030070},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijgi/ZhangLHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Lughofer17,
author = {Edwin Lughofer},
title = {On-line active learning: {A} new paradigm to improve practical useability
of data stream modeling methods},
journal = {Inf. Sci.},
volume = {415},
pages = {356--376},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.06.038},
doi = {10.1016/J.INS.2017.06.038},
timestamp = {Thu, 10 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Lughofer17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcal/Barreca17,
author = {M. Letizia Barreca},
title = {Encouraging college student active engagement in learning: Student
response methods and anonymity},
journal = {J. Comput. Assist. Learn.},
volume = {33},
number = {6},
pages = {621--632},
year = {2017},
url = {https://doi.org/10.1111/jcal.12205},
doi = {10.1111/JCAL.12205},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcal/Barreca17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/JavadianS17,
author = {Mohammad Javadian and
Saeed Bagheri Shouraki},
title = {{UALM:} Unsupervised Active Learning Method for clustering low-dimensional
data},
journal = {J. Intell. Fuzzy Syst.},
volume = {32},
number = {3},
pages = {2393--2411},
year = {2017},
url = {https://doi.org/10.3233/JIFS-16360},
doi = {10.3233/JIFS-16360},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/JavadianS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/PetitSGS17,
author = {Salvador Petit and
Julio Sahuquillo and
Mar{\'{\i}}a Engracia G{\'{o}}mez and
Vicent Selfa},
title = {A research-oriented course on Advanced Multicore Architecture: Contents
and active learning methodologies},
journal = {J. Parallel Distributed Comput.},
volume = {105},
pages = {63--72},
year = {2017},
url = {https://doi.org/10.1016/j.jpdc.2017.01.011},
doi = {10.1016/J.JPDC.2017.01.011},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/PetitSGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhouWJSCHCM17,
author = {Qi Zhou and
Yan Wang and
Ping Jiang and
Xinyu Shao and
Seung{-}Kyum Choi and
Jiexiang Hu and
Longchao Cao and
Xiangzheng Meng},
title = {An active learning radial basis function modeling method based on
self-organization maps for simulation-based design problems},
journal = {Knowl. Based Syst.},
volume = {131},
pages = {10--27},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.05.025},
doi = {10.1016/J.KNOSYS.2017.05.025},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhouWJSCHCM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/NissimCE17,
author = {Nir Nissim and
Aviad Cohen and
Yuval Elovici},
title = {{ALDOCX:} Detection of Unknown Malicious Microsoft Office Documents
Using Designated Active Learning Methods Based on New Structural Feature
Extraction Methodology},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {12},
number = {3},
pages = {631--646},
year = {2017},
url = {https://doi.org/10.1109/TIFS.2016.2631905},
doi = {10.1109/TIFS.2016.2631905},
timestamp = {Fri, 26 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tifs/NissimCE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bfal/KostopoulosKKT17,
author = {Georgios Kostopoulos and
Stamatis Karlos and
Sotiris Kotsiantis and
Vassilis Tampakas},
editor = {Claude Frasson and
George K. Kostopoulos},
title = {Evaluating Active Learning Methods for Bankruptcy Prediction},
booktitle = {Brain Function Assessment in Learning - First International Conference,
{BFAL} 2017, Patras, Greece, September 24-25, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10512},
pages = {57--66},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67615-9\_5},
doi = {10.1007/978-3-319-67615-9\_5},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bfal/KostopoulosKKT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bfal/KostopoulosKV17,
author = {Georgios Kostopoulos and
Sotiris Kotsiantis and
Vassilios S. Verykios},
editor = {Claude Frasson and
George K. Kostopoulos},
title = {A Prognosis of Junior High School Students' Performance Based on Active
Learning Methods},
booktitle = {Brain Function Assessment in Learning - First International Conference,
{BFAL} 2017, Patras, Greece, September 24-25, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10512},
pages = {67--76},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67615-9\_6},
doi = {10.1007/978-3-319-67615-9\_6},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bfal/KostopoulosKV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/KarlosKKT17,
author = {Stamatis Karlos and
Georgios Kostopoulos and
Sotiris Kotsiantis and
Vassilis Tampakas},
editor = {Giacomo Boracchi and
Lazaros S. Iliadis and
Chrisina Jayne and
Aristidis Likas},
title = {Using Active Learning Methods for Predicting Fraudulent Financial
Statements},
booktitle = {Engineering Applications of Neural Networks - 18th International Conference,
{EANN} 2017, Athens, Greece, August 25-27, 2017, Proceedings},
series = {Communications in Computer and Information Science},
volume = {744},
pages = {351--362},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-65172-9\_30},
doi = {10.1007/978-3-319-65172-9\_30},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/KarlosKKT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/BogackaP17,
author = {Magdalena Bogacka and
Krzysztof Pikon},
title = {Work in progress: Combining active learning methods in engineering
education},
booktitle = {2017 {IEEE} Global Engineering Education Conference, {EDUCON} 2017,
Athens, Greece, April 25-28, 2017},
pages = {1863--1867},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/EDUCON.2017.7943105},
doi = {10.1109/EDUCON.2017.7943105},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/educon/BogackaP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PengLN17,
author = {Fengchao Peng and
Qiong Luo and
Lionel M. Ni},
title = {{ACTS:} An Active Learning Method for Time Series Classification},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {175--178},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.68},
doi = {10.1109/ICDE.2017.68},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/PengLN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icig/ZhangHC17,
author = {Guopeng Zhang and
Rui Huang and
Junli Chen},
editor = {Yao Zhao and
Xiangwei Kong and
David Taubman},
title = {Incremental Active Learning Method for Supervised {ISOMAP}},
booktitle = {Image and Graphics - 9th International Conference, {ICIG} 2017, Shanghai,
China, September 13-15, 2017, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10667},
pages = {395--404},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71589-6\_34},
doi = {10.1007/978-3-319-71589-6\_34},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icig/ZhangHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/multitemp/GriveiRD17,
author = {Alexandru{-}Cosmin Grivei and
Anamaria Radoi and
Mihai Datcu},
title = {Land cover change detection in Satellite Image Time Series using an
active learning method},
booktitle = {9th International Workshop on the Analysis of Multitemporal Remote
Sensing Images, MultiTemp 2017, Brugge, Belgium, June 27-29, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/Multi-Temp.2017.8035213},
doi = {10.1109/MULTI-TEMP.2017.8035213},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/multitemp/GriveiRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pci/KazllarofKKX17,
author = {Vangjel Kazllarof and
Stamatis Karlos and
Sotiris Kotsiantis and
Michalis Xenos},
editor = {Vasileios Vlachos and
Ilias K. Savvas and
Cleo Sgouropoulou and
Vassilis P. Plagianakos and
Christos Douligeris and
Ioannis Voyiatzis and
Vassilis Tampakas and
George Soultis},
title = {Automated hand gesture recognition exploiting Active Learning methods},
booktitle = {Proceedings of the 21st Pan-Hellenic Conference on Informatics, Larissa,
Greece, September 28-30, 2017},
pages = {3:1--3:6},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3139367.3139414},
doi = {10.1145/3139367.3139414},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pci/KazllarofKKX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sccc/BarriaV17,
author = {Jacqueline Manriquez Barria and
Claudio Meneses Villegas},
title = {Application of teaching active methodologies: Experience that improves
the significant learning},
booktitle = {36th International Conference of the Chilean Computer Science Society,
{SCCC} 2017, Arica, Chile, October 16-20, 2017},
pages = {1--10},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SCCC.2017.8405108},
doi = {10.1109/SCCC.2017.8405108},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sccc/BarriaV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiR17,
author = {Ziming Li and
Maarten de Rijke},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {The Impact of Linkage Methods in Hierarchical Clustering for Active
Learning to Rank},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {941--944},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3080684},
doi = {10.1145/3077136.3080684},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tale/Punyabukkana17,
author = {Proadpran Punyabukkana},
title = {Teaching research methods for computer science students using active
learning approach},
booktitle = {{IEEE} 6th International Conference on Teaching, Assessment, and Learning
for Engineering, {TALE} 2017, Hong Kong, December 12-14, 2017},
pages = {256--260},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/TALE.2017.8252343},
doi = {10.1109/TALE.2017.8252343},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tale/Punyabukkana17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/TehraniAK17,
author = {Ahmad K. N. Tehrani and
Maryam Asadi{-}Aghbolaghi and
Shohreh Kasaei},
editor = {Francisco H. Imai and
Alain Tr{\'{e}}meau and
Jos{\'{e}} Braz},
title = {Skeleton-based Human Action Recognition - {A} Learning Method based
on Active Joints},
booktitle = {Proceedings of the 12th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications {(VISIGRAPP}
2017) - Volume 5: VISAPP, Porto, Portugal, February 27 - March 1,
2017},
pages = {303--310},
publisher = {SciTePress},
year = {2017},
url = {https://doi.org/10.5220/0006134903030310},
doi = {10.5220/0006134903030310},
timestamp = {Fri, 19 May 2017 13:14:55 +0200},
biburl = {https://dblp.org/rec/conf/visapp/TehraniAK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Collet16,
author = {Timoth{\'{e}} Collet},
title = {M{\'{e}}thodes optimistes d'apprentissage actif pour la classification.
(Optimistic Methods in Active Learning for Classification)},
school = {University of Lorraine, Nancy, France},
year = {2016},
url = {https://tel.archives-ouvertes.fr/tel-01752359},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Collet16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/ZhangA16,
author = {Yinan Zhang and
Mingqiang An},
title = {An Active Learning Classifier for Further Reducing Diabetic Retinopathy
Screening System Cost},
journal = {Comput. Math. Methods Medicine},
volume = {2016},
pages = {4345936:1--4345936:10},
year = {2016},
url = {https://doi.org/10.1155/2016/4345936},
doi = {10.1155/2016/4345936},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/ZhangA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/MahapatraVB16,
author = {Dwarikanath Mahapatra and
Franciscus M. Vos and
Joachim M. Buhmann},
title = {Active learning based segmentation of Crohns disease from abdominal
{MRI}},
journal = {Comput. Methods Programs Biomed.},
volume = {128},
pages = {75--85},
year = {2016},
url = {https://doi.org/10.1016/j.cmpb.2016.01.014},
doi = {10.1016/J.CMPB.2016.01.014},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/MahapatraVB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhaoDSYYM16,
author = {Minghua Zhao and
Xiao{-}feng Ding and
Zhenghao Shi and
Quanzhu Yao and
Yongqin Yuan and
Rui{-}yang Mo},
title = {An efficient active set method for optimization extreme learning machines},
journal = {Neurocomputing},
volume = {174},
pages = {187--193},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.01.092},
doi = {10.1016/J.NEUCOM.2015.01.092},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhaoDSYYM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/SoufanBAEKB16,
author = {Othman Soufan and
Wail Ba{-}alawi and
Moataz Afeef and
Magbubah Essack and
Panos Kalnis and
Vladimir B. Bajic},
title = {{DRABAL:} novel method to mine large high-throughput screening assays
using Bayesian active learning},
journal = {J. Cheminformatics},
volume = {8},
number = {1},
pages = {64:1--64:14},
year = {2016},
url = {https://doi.org/10.1186/s13321-016-0177-8},
doi = {10.1186/S13321-016-0177-8},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcheminf/SoufanBAEKB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/FengWZ16,
author = {Lizhou Feng and
Youwei Wang and
Wanli Zuo},
title = {Quick online spam classification method based on active and incremental
learning},
journal = {J. Intell. Fuzzy Syst.},
volume = {30},
number = {1},
pages = {17--27},
year = {2016},
url = {https://doi.org/10.3233/IFS-151707},
doi = {10.3233/IFS-151707},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/FengWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/NissimMBRE16,
author = {Nir Nissim and
Robert Moskovitch and
Oren Bar{-}Ad and
Lior Rokach and
Yuval Elovici},
title = {{ALDROID:} efficient update of Android anti-virus software using designated
active learning methods},
journal = {Knowl. Inf. Syst.},
volume = {49},
number = {3},
pages = {795--833},
year = {2016},
url = {https://doi.org/10.1007/s10115-016-0918-z},
doi = {10.1007/S10115-016-0918-Z},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/NissimMBRE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/VerrelstDRMCM16,
author = {Jochem Verrelst and
Sara Dethier and
Juan Pablo Rivera and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Gustau Camps{-}Valls and
Jos{\'{e}} F. Moreno},
title = {Active Learning Methods for Efficient Hybrid Biophysical Variable
Retrieval},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {13},
number = {7},
pages = {1012--1016},
year = {2016},
url = {https://doi.org/10.1109/LGRS.2016.2560799},
doi = {10.1109/LGRS.2016.2560799},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/VerrelstDRMCM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ParkK16,
author = {Cheong Hee Park and
Youngsoon Kang},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {An active learning method for data streams with concept drift},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {746--752},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840667},
doi = {10.1109/BIGDATA.2016.7840667},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ParkK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/TembeK16,
author = {B. L. Tembe and
S. K. Kamble},
title = {Implementation of Active Learning Methods in Mechanical Engineering
Education to Enhance Students' Performance},
booktitle = {40th {IEEE} Annual Computer Software and Applications Conference,
{COMPSAC} Workshops 2016, Atlanta, GA, USA, June 10-14, 2016},
pages = {258--263},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/COMPSAC.2016.12},
doi = {10.1109/COMPSAC.2016.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compsac/TembeK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/LiHXL16,
author = {Yifei Li and
Guoliang He and
Xuewen Xia and
Yuanxiang Li},
editor = {Sven Hartmann and
Hui Ma},
title = {A Reverse Nearest Neighbor Based Active Semi-supervised Learning Method
for Multivariate Time Series Classification},
booktitle = {Database and Expert Systems Applications - 27th International Conference,
{DEXA} 2016, Porto, Portugal, September 5-8, 2016, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9827},
pages = {272--286},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44403-1\_17},
doi = {10.1007/978-3-319-44403-1\_17},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexa/LiHXL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/BrouxDPMC16,
author = {Pierre{-}Alexandre Broux and
David Doukhan and
Simon Petitrenaud and
Sylvain Meignier and
Jean Carrive},
editor = {Stefanos Vrochidis and
Maite Melero and
Leo Wanner and
Jens Grivolla and
Yannick Est{\`{e}}ve},
title = {An Active Learning Method for Speaker Identity Annotation in Audio
Recordings},
booktitle = {Proceedings of the 1st International Workshop on Multimodal Media
Data Analytics co-located with the 22nd European Conference on Artificial
Intelligence, MMDA@ECAI 2016, The Hague, Netherlands, August 30, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1801},
pages = {23--27},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1801/paper5.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:14 +0100},
biburl = {https://dblp.org/rec/conf/ecai/BrouxDPMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/XuPLWW16,
author = {Zhihua Xu and
Claudio Persello and
Mengmeng Li and
Lixin Wu and
Pengtianhao Wu},
title = {Two-level active learning method for debris detection using {VHR}
satellite imagery and local aerial surveys},
booktitle = {2016 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2016, Beijing, China, July 10-15, 2016},
pages = {3070--3073},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IGARSS.2016.7729794},
doi = {10.1109/IGARSS.2016.7729794},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/XuPLWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iknow/SmailovicGLZ16,
author = {Jasmina Smailovic and
Miha Grcar and
Nada Lavrac and
Martin Znidarsic},
editor = {Georg Krempl and
Vincent Lemaire and
Edwin Lughofer and
Daniel Kottke},
title = {Dynamic Parameter Adaptation of {SVM} Based Active Learning Methodology},
booktitle = {Proceedings of the Workshop on Active Learning: Applications, Foundations
and Emerging Trends co-located with International Conference on Knowledge
Technologies and Data-driven Business (i-KNOW 2016), Graz, Austria,
October 18, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1707},
pages = {17--24},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1707/alatiknow\_paper3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:20 +0100},
biburl = {https://dblp.org/rec/conf/iknow/SmailovicGLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwssip/YuceY16,
author = {Ayse Betul Yuce and
Yusuf Yaslan},
title = {A disagreement based co-active learning method for sleep stage classification},
booktitle = {International Conference on Systems, Signals and Image Processing,
{IWSSIP} 2016, Bratislava, Slovakia, May 23-25, 2016},
pages = {1--4},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IWSSIP.2016.7502740},
doi = {10.1109/IWSSIP.2016.7502740},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwssip/YuceY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/AmranYN16,
author = {Rozalina Amran and
Fumie Yokoyama and
Kazunori Nishino},
editor = {Robert J. Howlett and
Lakhmi C. Jain and
Bogdan Gabrys and
Carlos Toro and
Chee Peng Lim},
title = {Development of Active Learning Methods of English in Japanese High
Schools to Support Student Activities in Group Discussions},
booktitle = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
Proceedings of the 20th International Conference KES-2016, York, UK,
5-7 September 2016},
series = {Procedia Computer Science},
volume = {96},
pages = {1471--1478},
publisher = {Elsevier},
year = {2016},
url = {https://doi.org/10.1016/j.procs.2016.08.193},
doi = {10.1016/J.PROCS.2016.08.193},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/conf/kes/AmranYN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/GunesBOKT16,
author = {Ali G{\"{u}}nes and
Ahmet Seckin Bilgi and
Gizem Orta{\c{c}} and
Habil Kalkan and
Kadim Tasdemir},
title = {Active learning method for classifying the mold contaminated figs},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1169--1172},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7495953},
doi = {10.1109/SIU.2016.7495953},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/GunesBOKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/KocyigitY16,
author = {G{\"{o}}khan Ko{\c{c}}yigit and
Yusuf Yaslan},
title = {Dictionary ensemble based multi instance active learning method for
image categorization},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {1221--1224},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7495966},
doi = {10.1109/SIU.2016.7495966},
timestamp = {Fri, 28 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/KocyigitY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/CaiYHCL16,
author = {Lijun Cai and
Tinghao Yu and
Tingqin He and
Lei Chen and
Meiqi Lin},
editor = {Bin Cui and
Nan Zhang and
Jianliang Xu and
Xiang Lian and
Dexi Liu},
title = {Active Learning Method for Constraint-Based Clustering Algorithms},
booktitle = {Web-Age Information Management - 17th International Conference, {WAIM}
2016, Nanchang, China, June 3-5, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9659},
pages = {319--329},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39958-4\_25},
doi = {10.1007/978-3-319-39958-4\_25},
timestamp = {Sat, 09 Apr 2022 12:35:07 +0200},
biburl = {https://dblp.org/rec/conf/waim/CaiYHCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Evans15,
author = {Lewis Percival Gordon Evans},
title = {New statistical estimation methodology for active learning and classification},
school = {Imperial College London, {UK}},
year = {2015},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.684348},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Evans15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/FuY15,
author = {Chun{-}Jiang Fu and
Yu{-}Pu Yang},
title = {A batch-mode active learning {SVM} method based on semi-supervised
clustering},
journal = {Intell. Data Anal.},
volume = {19},
number = {2},
pages = {345--358},
year = {2015},
url = {https://doi.org/10.3233/IDA-150720},
doi = {10.3233/IDA-150720},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/FuY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/KranjcSPGZL15,
author = {Janez Kranjc and
Jasmina Smailovic and
Vid Podpecan and
Miha Grcar and
Martin Znidarsic and
Nada Lavrac},
title = {Active learning for sentiment analysis on data streams: Methodology
and workflow implementation in the ClowdFlows platform},
journal = {Inf. Process. Manag.},
volume = {51},
number = {2},
pages = {187--203},
year = {2015},
url = {https://doi.org/10.1016/j.ipm.2014.04.001},
doi = {10.1016/J.IPM.2014.04.001},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/KranjcSPGZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ChenLMDX15,
author = {Yukun Chen and
Thomas A. Lasko and
Qiaozhu Mei and
Joshua C. Denny and
Hua Xu},
title = {A study of active learning methods for named entity recognition in
clinical text},
journal = {J. Biomed. Informatics},
volume = {58},
pages = {11--18},
year = {2015},
url = {https://doi.org/10.1016/j.jbi.2015.09.010},
doi = {10.1016/J.JBI.2015.09.010},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/ChenLMDX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/BencherifBGAMA15,
author = {Mohamed Abdelkader Bencherif and
Yakoub Bazi and
Abderrezak Guessoum and
Naif Alajlan and
Farid Melgani and
Haikel Salem Alhichri},
title = {Fusion of Extreme Learning Machine and Graph-Based Optimization Methods
for Active Classification of Remote Sensing Images},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {12},
number = {3},
pages = {527--531},
year = {2015},
url = {https://doi.org/10.1109/LGRS.2014.2349538},
doi = {10.1109/LGRS.2014.2349538},
timestamp = {Sat, 16 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/BencherifBGAMA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/te/ArbelaitzMM15,
author = {Olatz Arbelaitz and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza},
title = {Analysis of Introducing Active Learning Methodologies in a Basic Computer
Architecture Course},
journal = {{IEEE} Trans. Educ.},
volume = {58},
number = {2},
pages = {110--116},
year = {2015},
url = {https://doi.org/10.1109/TE.2014.2332448},
doi = {10.1109/TE.2014.2332448},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/te/ArbelaitzMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DemirB15,
author = {Beg{\"{u}}m Demir and
Lorenzo Bruzzone},
title = {A Novel Active Learning Method in Relevance Feedback for Content-Based
Remote Sensing Image Retrieval},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {53},
number = {5},
pages = {2323--2334},
year = {2015},
url = {https://doi.org/10.1109/TGRS.2014.2358804},
doi = {10.1109/TGRS.2014.2358804},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DemirB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/MurukannaiahS15,
author = {Pradeep K. Murukannaiah and
Munindar P. Singh},
title = {Platys: An Active Learning Framework for Place-Aware Application Development
and Its Evaluation},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {24},
number = {3},
pages = {19:1--19:32},
year = {2015},
url = {https://doi.org/10.1145/2729976},
doi = {10.1145/2729976},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tosem/MurukannaiahS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/LengXSCWFL15,
author = {Yan Leng and
Xinyan Xu and
Chengli Sun and
Chuanfu Cheng and
Honglin Wan and
Jing Fang and
Dengwang Li},
title = {A {SVM} active learning method based on confidence, {KNN} and diversity},
booktitle = {2015 {IEEE} International Conference on Multimedia and Expo, {ICME}
2015, Turin, Italy, June 29 - July 3, 2015},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICME.2015.7177527},
doi = {10.1109/ICME.2015.7177527},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/LengXSCWFL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NissimCE15,
author = {Nir Nissim and
Aviad Cohen and
Yuval Elovici},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {Boosting the Detection of Malicious Documents Using Designated Active
Learning Methods},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {760--765},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.52},
doi = {10.1109/ICMLA.2015.52},
timestamp = {Thu, 23 Feb 2023 11:36:05 +0100},
biburl = {https://dblp.org/rec/conf/icmla/NissimCE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RodriguesSRS15,
author = {Diego Rodrigues and
Altigran S. da Silva and
Rosiane Rodrigues and
Eulanda Miranda dos Santos},
title = {Using active learning techniques for improving database schema matching
methods},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280630},
doi = {10.1109/IJCNN.2015.7280630},
timestamp = {Fri, 04 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/RodriguesSRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/DemirB15,
author = {Beg{\"{u}}m Demir and
Lorenzo Bruzzone},
title = {A novel active learning method for content based remote sensing image
retrieval},
booktitle = {2015 23nd Signal Processing and Communications Applications Conference
(SIU), Malatya, Turkey, May 16-19, 2015},
pages = {2130--2133},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SIU.2015.7130293},
doi = {10.1109/SIU.2015.7130293},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/siu/DemirB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/SunZXLW15,
author = {Shujin Sun and
Ping Zhong and
Huaitie Xiao and
Fang Liu and
Runsheng Wang},
title = {An active learning method based on Markov random fields for hyperspectral
images classification},
booktitle = {7th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2015, Tokyo, Japan, June 2-5, 2015},
pages = {1--4},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/WHISPERS.2015.8075483},
doi = {10.1109/WHISPERS.2015.8075483},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/whispers/SunZXLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/SunZXLW15a,
author = {Shujin Sun and
Ping Zhong and
Huaitie Xiao and
Fang Liu and
Runsheng Wang},
title = {An active learning method based on {SVM} classifier for hyperspectral
images classification},
booktitle = {7th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2015, Tokyo, Japan, June 2-5, 2015},
pages = {1--4},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/WHISPERS.2015.8075484},
doi = {10.1109/WHISPERS.2015.8075484},
timestamp = {Sat, 27 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/SunZXLW15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/YangJS14,
author = {Feng{-}Pu Yang and
Hewijin Christine Jiau and
Kuo{-}Feng Ssu},
title = {Beyond plagiarism: An active learning method to analyze causes behind
code-similarity},
journal = {Comput. Educ.},
volume = {70},
pages = {161--172},
year = {2014},
url = {https://doi.org/10.1016/j.compedu.2013.08.005},
doi = {10.1016/J.COMPEDU.2013.08.005},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ce/YangJS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/NissimMRE14,
author = {Nir Nissim and
Robert Moskovitch and
Lior Rokach and
Yuval Elovici},
title = {Novel active learning methods for enhanced {PC} malware detection
in windows {OS}},
journal = {Expert Syst. Appl.},
volume = {41},
number = {13},
pages = {5843--5857},
year = {2014},
url = {https://doi.org/10.1016/j.eswa.2014.02.053},
doi = {10.1016/J.ESWA.2014.02.053},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/NissimMRE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/SilvaGV14,
author = {Rodrigo M. Silva and
Marcos Andr{\'{e}} Gon{\c{c}}alves and
Adriano Veloso},
title = {A Two-stage active learning method for learning to rank},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {65},
number = {1},
pages = {109--128},
year = {2014},
url = {https://doi.org/10.1002/asi.22958},
doi = {10.1002/ASI.22958},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/SilvaGV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jid/Exposito14,
author = {Ernesto Exposito},
title = {yPBL: An Active, Collaborative and Project-Based Learning Methodology
in the Domain of Software Engineering},
journal = {J. Integr. Des. Process. Sci.},
volume = {18},
number = {2},
pages = {77--95},
year = {2014},
url = {https://doi.org/10.3233/jid-2013-0014},
doi = {10.3233/JID-2013-0014},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jid/Exposito14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/FirouziSA14,
author = {Mohsen Firouzi and
Saeed Bagheri Shouraki and
Iman Esmaili Paeen Afrakoti},
title = {Pattern analysis by active learning method classifier},
journal = {J. Intell. Fuzzy Syst.},
volume = {26},
number = {1},
pages = {49--62},
year = {2014},
url = {https://doi.org/10.3233/IFS-120714},
doi = {10.3233/IFS-120714},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/FirouziSA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/Castro-SchezRJA14,
author = {Jos{\'{e}} Jes{\'{u}}s Castro{-}Schez and
Miguel A. Redondo and
Francisco Jurado and
Javier Albusac},
title = {Experience applying language processing techniques to develop educational
software that allow active learning methodologies by advising students},
journal = {J. Netw. Comput. Appl.},
volume = {41},
pages = {65--79},
year = {2014},
url = {https://doi.org/10.1016/j.jnca.2013.10.011},
doi = {10.1016/J.JNCA.2013.10.011},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnca/Castro-SchezRJA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/DemirB14,
author = {Beg{\"{u}}m Demir and
Lorenzo Bruzzone},
title = {A multiple criteria active learning method for support vector regression},
journal = {Pattern Recognit.},
volume = {47},
number = {7},
pages = {2558--2567},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2014.02.001},
doi = {10.1016/J.PATCOG.2014.02.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/DemirB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sj/AfrakotiSH14,
author = {Iman Esmaili Paeen Afrakoti and
Saeed Bagheri Shouraki and
Bahar Haghighat},
title = {An Optimal Hardware Implementation for Active Learning Method Based
on Memristor Crossbar Structures},
journal = {{IEEE} Syst. J.},
volume = {8},
number = {4},
pages = {1190--1199},
year = {2014},
url = {https://doi.org/10.1109/JSYST.2013.2295963},
doi = {10.1109/JSYST.2013.2295963},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sj/AfrakotiSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/te/Esteban-SanchezPV14,
author = {Natalia Esteban{-}S{\'{a}}nchez and
Celeste Pizarro and
J. {\'{A}}ngel Vel{\'{a}}zquez{-}Iturbide},
title = {Evaluation of a Didactic Method for the Active Learning of Greedy
Algorithms},
journal = {{IEEE} Trans. Educ.},
volume = {57},
number = {2},
pages = {83--91},
year = {2014},
url = {https://doi.org/10.1109/TE.2013.2275154},
doi = {10.1109/TE.2013.2275154},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/te/Esteban-SanchezPV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DemirMB14,
author = {Beg{\"{u}}m Demir and
Luca Minello and
Lorenzo Bruzzone},
title = {Definition of Effective Training Sets for Supervised Classification
of Remote Sensing Images by a Novel Cost-Sensitive Active Learning
Method},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {52},
number = {2},
pages = {1272--1284},
year = {2014},
url = {https://doi.org/10.1109/TGRS.2013.2249522},
doi = {10.1109/TGRS.2013.2249522},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DemirMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MartineauCCS14,
author = {Justin Martineau and
Lu Chen and
Doreen Cheng and
Amit P. Sheth},
title = {Active Learning with Efficient Feature Weighting Methods for Improving
Data Quality and Classification Accuracy},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational
Linguistics, {ACL} 2014, June 22-27, 2014, Baltimore, MD, USA, Volume
1: Long Papers},
pages = {1104--1112},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/p14-1104},
doi = {10.3115/V1/P14-1104},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MartineauCCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuoZT14,
author = {Lian{-}Zhi Huo and
Zheng Zhang and
Liang Tang},
title = {Critical class sensitive active learning method for classification
of remote sensing imagery},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {258--262},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058082},
doi = {10.1109/DSAA.2014.7058082},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HuoZT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/LogachevaS14,
author = {Varvara Logacheva and
Lucia Specia},
editor = {Ulrich Germann and
Michael Carl and
Philipp Koehn and
Germ{\'{a}}n Sanchis{-}Trilles and
Francisco Casacuberta and
Robin L. Hill and
Sharon O'Brien},
title = {Confidence-based Active Learning Methods for Machine Translation},
booktitle = {Proceedings of the Workshop on Humans and Computer-assisted Translation,
HaCaT@EACL 2014, Gothenburg, Sweden, April 26, 2014},
pages = {78--83},
publisher = {Association for Computational Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/W14-0312},
doi = {10.3115/V1/W14-0312},
timestamp = {Fri, 06 Aug 2021 00:40:43 +0200},
biburl = {https://dblp.org/rec/conf/eacl/LogachevaS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fie/BazylevMZSK14,
author = {Dmitry Bazylev and
Alexey A. Margun and
Konstantin Zimenko and
Aleksandr Shchukin and
Artem Kremlev},
title = {Active learning method in "System Analysis and Control" area},
booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2014, Proceedings,
Madrid, Spain, October 22-25, 2014},
pages = {1--5},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/FIE.2014.7044339},
doi = {10.1109/FIE.2014.7044339},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fie/BazylevMZSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fie/MasedaMM14,
author = {Francisco Javier Maseda and
Irene Martija and
Itziar Martija},
title = {An active learning methodology in power electronic education},
booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2014, Proceedings,
Madrid, Spain, October 22-25, 2014},
pages = {1--5},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/FIE.2014.7044082},
doi = {10.1109/FIE.2014.7044082},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fie/MasedaMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/huc/BagaveyevC14,
author = {Salikh Bagaveyev and
Diane J. Cook},
editor = {A. J. Brush and
Adrian Friday and
Julie A. Kientz and
James Scott and
Junehwa Song},
title = {Designing and evaluating active learning methods for activity recognition},
booktitle = {Proceedings of the 2014 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp '14 Adjunct Publication, Seattle,
WA, {USA} - September 13 - 17, 2014},
pages = {469--478},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2638728.2641674},
doi = {10.1145/2638728.2641674},
timestamp = {Tue, 26 Mar 2024 11:01:21 +0100},
biburl = {https://dblp.org/rec/conf/huc/BagaveyevC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hucc/LiuNBHZ14,
author = {Xiaoqian Liu and
Dong Nie and
Shuotian Bai and
Bibo Hao and
Tingshao Zhu},
editor = {Qiaohong Zu and
Bo Hu and
Ning Gu and
Sopheap Seng},
title = {Personality Prediction for Microblog Users with Active Learning Method},
booktitle = {Human Centered Computing - First International Conference, {HCC} 2014,
Phnom Penh, Cambodia, November 27-29, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8944},
pages = {41--54},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-15554-8\_4},
doi = {10.1007/978-3-319-15554-8\_4},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hucc/LiuNBHZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/DingLF14,
author = {Sheng Ding and
Bo Li and
Xiaowei Fu},
editor = {De{-}Shuang Huang and
Kang{-}Hyun Jo and
Ling Wang},
title = {Active Learning Methods for Classification of Hyperspectral Remote
Sensing Image},
booktitle = {Intelligent Computing Methodologies - 10th International Conference,
{ICIC} 2014, Taiyuan, China, August 3-6, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8589},
pages = {484--491},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-09339-0\_49},
doi = {10.1007/978-3-319-09339-0\_49},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icic/DingLF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icmi/ThiamMKPS14,
author = {Patrick Thiam and
Sascha Meudt and
Markus K{\"{a}}chele and
G{\"{u}}nther Palm and
Friedhelm Schwenker},
editor = {Kim Hartmann and
Bj{\"{o}}rn W. Schuller and
Klaus R. Scherer and
Ronald B{\"{o}}ck},
title = {Detection of Emotional Events utilizing Support Vector Methods in
an Active Learning {HCI} Scenario},
booktitle = {Proceedings of the 2014 workshop on Emotion Representation and Modelling
in Human-Computer-Interaction-Systems, ERM4HCI@ICMI 2014, Istanbul,
Turkey, November 16, 2014},
pages = {31--36},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2668056.2668062},
doi = {10.1145/2668056.2668062},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmi/ThiamMKPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/igarss/WangLX14,
author = {Tengchuan Wang and
Yuanxiang Li and
Huilin Xiong},
title = {A novel locally active learning method for {SAR} image classification},
booktitle = {2014 {IEEE} Geoscience and Remote Sensing Symposium, {IGARSS} 2014,
Quebec City, QC, Canada, July 13-18, 2014},
pages = {4596--4599},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IGARSS.2014.6947516},
doi = {10.1109/IGARSS.2014.6947516},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/WangLX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ijcnn/WangS14,
author = {Dan Wang and
Yi Shang},
title = {A new active labeling method for deep learning},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {112--119},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889457},
doi = {10.1109/IJCNN.2014.6889457},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/WangS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlpcc/DuWZ14,
author = {Jinhua Du and
Miaomiao Wang and
Meng Zhang},
editor = {Chengqing Zong and
Jian{-}Yun Nie and
Dongyan Zhao and
Yansong Feng},
title = {Sentence-Length Informed Method for Active Learning Based Resource-Poor
Statistical Machine Translation},
booktitle = {Natural Language Processing and Chinese Computing - Third {CCF} Conference,
{NLPCC} 2014, Shenzhen, China, December 5-9, 2014. Proceedings},
series = {Communications in Computer and Information Science},
volume = {496},
pages = {91--102},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-45924-9\_9},
doi = {10.1007/978-3-662-45924-9\_9},
timestamp = {Mon, 05 Feb 2024 20:32:21 +0100},
biburl = {https://dblp.org/rec/conf/nlpcc/DuWZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/siu/DemirB14,
author = {Beg{\"{u}}m Demir and
Lorenzo Bruzzone},
title = {Biophysical parameters estimation from remotely sensed images by a
multiple criteria active learning method},
booktitle = {2014 22nd Signal Processing and Communications Applications Conference
(SIU), Trabzon, Turkey, April 23-25, 2014},
pages = {1979--1982},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SIU.2014.6830645},
doi = {10.1109/SIU.2014.6830645},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/siu/DemirB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/BloodgoodV14b,
author = {Michael Bloodgood and
K. Vijay{-}Shanker},
title = {A Method for Stopping Active Learning Based on Stabilizing Predictions
and the Need for User-Adjustable Stopping},
journal = {CoRR},
volume = {abs/1409.5165},
year = {2014},
url = {http://arxiv.org/abs/1409.5165},
eprinttype = {arXiv},
eprint = {1409.5165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BloodgoodV14b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhouCW13,
author = {Shusen Zhou and
Qingcai Chen and
Xiaolong Wang},
title = {Active deep learning method for semi-supervised sentiment classification},
journal = {Neurocomputing},
volume = {120},
pages = {536--546},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2013.04.017},
doi = {10.1016/J.NEUCOM.2013.04.017},
timestamp = {Wed, 28 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhouCW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jeric/Velazquez-Iturbide13,
author = {J. {\'{A}}ngel Vel{\'{a}}zquez{-}Iturbide},
title = {An Experimental Method for the Active Learning of Greedy Algorithms},
journal = {{ACM} Trans. Comput. Educ.},
volume = {13},
number = {4},
pages = {18:1--18:23},
year = {2013},
url = {https://doi.org/10.1145/2534972},
doi = {10.1145/2534972},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jeric/Velazquez-Iturbide13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ChenLMDX13,
author = {Yukun Chen and
Thomas A. Lasko and
Qiaozhu Mei and
Joshua C. Denny and
Hua Xu},
title = {A Study of Active Learning Methods for Clinical Entities Recognition},
booktitle = {{AMIA} 2013, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 16-20, 2013},
publisher = {{AMIA}},
year = {2013},
url = {https://knowledge.amia.org/amia-55142-a2013e-1.580047/t-06-1.582200/f-006-1.582201/a-070-1.583742/a-072-1.583739},
timestamp = {Wed, 17 Apr 2024 11:47:55 +0200},
biburl = {https://dblp.org/rec/conf/amia/ChenLMDX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KajdanowiczMMK13,
author = {Tomasz Kajdanowicz and
Radoslaw Michalski and
Katarzyna Musial and
Przemyslaw Kazienko},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Active learning and inference method for within network classification},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {1299--1306},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2500259},
doi = {10.1145/2492517.2500259},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/KajdanowiczMMK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/DemirB13,
author = {Beg{\"{u}}m Demir and
Lorenzo Bruzzone},
title = {An effective active learning method for interactive content-based
retrieval in remote sensing images},
booktitle = {2013 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2013, Melbourne, Australia, July 21-26, 2013},
pages = {4356--4359},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IGARSS.2013.6723799},
doi = {10.1109/IGARSS.2013.6723799},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/DemirB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ShiZD13,
author = {Qian Shi and
Liangpei Zhang and
Bo Du},
title = {Spatial correlated information based batch mode active learning method
for remote sensing image classification},
booktitle = {2013 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2013, Melbourne, Australia, July 21-26, 2013},
pages = {3148--3151},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IGARSS.2013.6723494},
doi = {10.1109/IGARSS.2013.6723494},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/ShiZD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soict/NguyenNMTL13,
author = {Van{-}Toi Nguyen and
Thuy Thi Nguyen and
R{\'{e}}my Mullot and
Thi{-}Thanh{-}Hai Tran and
Hung Le},
editor = {Huynh Quyet Thang and
Binh Nguyen Thanh and
Tien Van Do and
Marc Bui and
Son Ngo Hong},
title = {A method for hand detection using internal features and active boosting-based
learning},
booktitle = {4th International Symposium on Information and Communication Technology,
SoICT '13, Danang, Viet Nam - December 05 - 06, 2013},
pages = {213--221},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2542050.2542078},
doi = {10.1145/2542050.2542078},
timestamp = {Tue, 10 Aug 2021 11:56:19 +0200},
biburl = {https://dblp.org/rec/conf/soict/NguyenNMTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/SariyarB12,
author = {Murat Sariyar and
Andreas Borg},
title = {Bagging, bumping, multiview, and active learning for record linkage
with empirical results on patient identity data},
journal = {Comput. Methods Programs Biomed.},
volume = {108},
number = {3},
pages = {1160--1169},
year = {2012},
url = {https://doi.org/10.1016/j.cmpb.2012.08.003},
doi = {10.1016/J.CMPB.2012.08.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/SariyarB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/PasolliMAB12,
author = {Edoardo Pasolli and
Farid Melgani and
Naif Alajlan and
Yakoub Bazi},
title = {Active Learning Methods for Biophysical Parameter Estimation},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {50},
number = {10},
pages = {4071--4084},
year = {2012},
url = {https://doi.org/10.1109/TGRS.2012.2187906},
doi = {10.1109/TGRS.2012.2187906},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/PasolliMAB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ZhaoYXJ12,
author = {Yue Zhao and
Guosheng Yang and
Xiaona Xu and
Qiang Ji},
title = {A near-optimal non-myopic active learning method},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {1715--1718},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460480/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/ZhaoYXJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscide/WooP12,
author = {Hoyoung Woo and
Cheong Hee Park},
editor = {Jian Yang and
Fang Fang and
Changyin Sun},
title = {An Efficient Active Learning Method Based on Random Sampling and Backward
Deletion},
booktitle = {Intelligent Science and Intelligent Data Engineering - Third Sino-foreign-interchange
Workshop, IScIDE 2012, Nanjing, China, October 15-17, 2012. Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7751},
pages = {683--691},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-36669-7\_83},
doi = {10.1007/978-3-642-36669-7\_83},
timestamp = {Tue, 14 May 2019 10:00:39 +0200},
biburl = {https://dblp.org/rec/conf/iscide/WooP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/istel/BakhshaeiK12,
author = {Somayeh Bakhshaei and
Shahram Khadivi},
title = {A pool-based active learning method for improving Farsi-English Machine
Translation system},
booktitle = {6th International Symposium on Telecommunications, {IST} 2012, Tehran,
Iran, November 6-8, 2012},
pages = {822--826},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISTEL.2012.6483099},
doi = {10.1109/ISTEL.2012.6483099},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/istel/BakhshaeiK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iti/Slotkiene12,
author = {Asta Slotkiene},
editor = {Vesna Luzar{-}Stiffler and
Zoran Bekic and
Iva Jarec},
title = {Peculiarities of applying the design method of active learning object},
booktitle = {Proceedings of the 34th International Conference on Information Technology
Interfaces, {ITI} 2012, Cavtat / Dubrovnik, Croatia, June 25-28, 2012},
pages = {243--248},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.2498/iti.2012.0358},
doi = {10.2498/ITI.2012.0358},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/iti/Slotkiene12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BalakrishnanS12,
author = {Guha Balakrishnan and
Zeeshan Syed},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Scalable Personalization of Long-Term Physiological Monitoring: Active
Learning Methodologies for Epileptic Seizure Onset Detection},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {73--81},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/balakrishnan12b.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BalakrishnanS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Pasolli11,
author = {Edoardo Pasolli},
title = {Active learning methods for classification and regression problems},
school = {University of Trento, Italy},
year = {2011},
url = {http://eprints-phd.biblio.unitn.it/638/},
timestamp = {Tue, 18 Apr 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Pasolli11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/te/CarpenoACH11,
author = {Antonio Carpe{\~{n}}o and
Jes{\'{u}}s Arriaga and
Javier Corredor and
Javier Hernandez},
title = {The Key Factors of an Active Learning Method in a Microprocessors
Course},
journal = {{IEEE} Trans. Educ.},
volume = {54},
number = {2},
pages = {229--235},
year = {2011},
url = {https://doi.org/10.1109/TE.2010.2048753},
doi = {10.1109/TE.2010.2048753},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/te/CarpenoACH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DemirPB11,
author = {Beg{\"{u}}m Demir and
Claudio Persello and
Lorenzo Bruzzone},
title = {Batch-Mode Active-Learning Methods for the Interactive Classification
of Remote Sensing Images},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {49},
number = {3},
pages = {1014--1031},
year = {2011},
url = {https://doi.org/10.1109/TGRS.2010.2072929},
doi = {10.1109/TGRS.2010.2072929},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DemirPB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/PasolliMTPE11,
author = {Edoardo Pasolli and
Farid Melgani and
Devis Tuia and
Fabio Pacifici and
William J. Emery},
title = {Improving active learning methods using spatial information},
booktitle = {2011 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2011, Vancouver, BC, Canada, July 24-29, 2011},
pages = {3923--3926},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IGARSS.2011.6050089},
doi = {10.1109/IGARSS.2011.6050089},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/PasolliMTPE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PrudencioSL11,
author = {Ricardo Bastos Cavalcante Prud{\^{e}}ncio and
Carlos Soares and
Teresa Bernarda Ludermir},
title = {Uncertainty sampling methods for selecting datasets in active meta-learning},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {1082--1089},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033343},
doi = {10.1109/IJCNN.2011.6033343},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/PrudencioSL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Cawley11,
author = {Gavin C. Cawley},
editor = {Isabelle Guyon and
Gavin C. Cawley and
Gideon Dror and
Vincent Lemaire and
Alexander R. Statnikov},
title = {Baseline Methods for Active Learning},
booktitle = {Active Learning and Experimental Design workshop, In conjunction with
{AISTATS} 2010, Sardinia, Italy, May 16, 2010},
series = {{JMLR} Proceedings},
volume = {16},
pages = {47--57},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v16/cawley11a/cawley11a.pdf},
timestamp = {Wed, 02 Sep 2020 16:33:16 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Cawley11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/TuiaRPKE10,
author = {Devis Tuia and
Fr{\'{e}}d{\'{e}}ric Ratle and
Fabio Pacifici and
Mikhail F. Kanevski and
William J. Emery},
title = {Correction to "Active Learning Methods for Remote Sensing Image Classification"
[Jul 09 2218-2232]},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {48},
number = {6},
pages = {2767},
year = {2010},
url = {https://doi.org/10.1109/TGRS.2010.2047352},
doi = {10.1109/TGRS.2010.2047352},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/TuiaRPKE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/PasolliM10,
author = {Edoardo Pasolli and
Farid Melgani},
title = {Active Learning Methods for Electrocardiographic Signal Classification},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {14},
number = {6},
pages = {1405--1416},
year = {2010},
url = {https://doi.org/10.1109/TITB.2010.2048922},
doi = {10.1109/TITB.2010.2048922},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/PasolliM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ems/SamaniSER10,
author = {Alireza Ghatreh Samani and
Saeed Bagheri Shouraki and
Reza Eghbali and
Mohammad Ghomi Rostami},
title = {Control of a Non Observable Double Inverted Pendulum Using a Novel
Active Learning Method Based State Estimator},
booktitle = {Fourth UKSim European Symposium on Computer Modeling and Simulation,
{EMS} 2010, Pisa, Italy, November 17-19, 2010},
pages = {21--26},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/EMS.2010.17},
doi = {10.1109/EMS.2010.17},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ems/SamaniSER10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ws/p/Tirnauca10,
author = {Cristina Tirn\u{a}uc\u{a}},
editor = {Carlos Mart{\'{\i}}n{-}Vide},
title = {Correction Queries in Active Learning},
booktitle = {Scientific Applications of Language Methods},
series = {Mathematics, Computing, Language, and Life: Frontiers in Mathematical
Linguistics and Language Theory},
volume = {2},
pages = {387--419},
publisher = {World Scientific / Imperial College Press},
year = {2010},
timestamp = {Mon, 14 Jan 2019 16:34:27 +0100},
biburl = {https://dblp.org/rec/books/ws/p/Tirnauca10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/DonmezC10,
author = {Pinar Donmez and
Jaime G. Carbonell},
editor = {Jacek Koronacki and
Zbigniew W. Ras and
Slawomir T. Wierzchon and
Janusz Kacprzyk},
title = {From Active to Proactive Learning Methods},
booktitle = {Advances in Machine Learning {I:} Dedicated to the Memory of Professor
Ryszard S. Michalski},
series = {Studies in Computational Intelligence},
volume = {262},
pages = {97--120},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-05177-7\_5},
doi = {10.1007/978-3-642-05177-7\_5},
timestamp = {Sat, 19 Oct 2019 19:02:31 +0200},
biburl = {https://dblp.org/rec/series/sci/DonmezC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-4561,
author = {Ali Akbar Kiaei and
Saeed Bagheri Shouraki and
Seyed Hossein Khasteh and
Mahmoud Khademi},
title = {New S-norm and T-norm Operators for Active Learning Method},
journal = {CoRR},
volume = {abs/1010.4561},
year = {2010},
url = {http://arxiv.org/abs/1010.4561},
eprinttype = {arXiv},
eprint = {1010.4561},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-4561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-1660,
author = {Hesam Sagha and
Saeed Bagheri Shouraki and
Seyed Hossein Khasteh and
Ali Akbar Kiaei},
title = {Reinforcement Learning Based on Active Learning Method},
journal = {CoRR},
volume = {abs/1011.1660},
year = {2010},
url = {http://arxiv.org/abs/1011.1660},
eprinttype = {arXiv},
eprint = {1011.1660},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-1660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-2512,
author = {Ali Akbar Kiaei and
Saeed Bagheri Shouraki and
Seyed Hossein Khasteh and
Mahmoud Khademi},
title = {Extended Active Learning Method},
journal = {CoRR},
volume = {abs/1011.2512},
year = {2010},
url = {http://arxiv.org/abs/1011.2512},
eprinttype = {arXiv},
eprint = {1011.2512},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-2512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/TuiaRPKE09,
author = {Devis Tuia and
Fr{\'{e}}d{\'{e}}ric Ratle and
Fabio Pacifici and
Mikhail F. Kanevski and
William J. Emery},
title = {Active Learning Methods for Remote Sensing Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {47},
number = {7-2},
pages = {2218--2232},
year = {2009},
url = {https://doi.org/10.1109/TGRS.2008.2010404},
doi = {10.1109/TGRS.2008.2010404},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/TuiaRPKE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/BloodgoodV09,
author = {Michael Bloodgood and
K. Vijay{-}Shanker},
editor = {Suzanne Stevenson and
Xavier Carreras},
title = {A Method for Stopping Active Learning Based on Stabilizing Predictions
and the Need for User-Adjustable Stopping},
booktitle = {Proceedings of the Thirteenth Conference on Computational Natural
Language Learning, CoNLL 2009, Boulder, Colorado, USA, June 4-5, 2009},
pages = {39--47},
publisher = {{ACL}},
year = {2009},
url = {https://aclanthology.org/W09-1107/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/BloodgoodV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/PrudencioL09,
author = {Ricardo Bastos Cavalcante Prud{\^{e}}ncio and
Teresa Bernarda Ludermir},
title = {Combining Uncertainty Sampling Methods for Active Meta-Learning},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {220--225},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.160},
doi = {10.1109/ISDA.2009.160},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/PrudencioL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ro-man/Garcia-HernandezP09,
author = {Nadia Vanessa Garcia{-}Hernandez and
Vicente Parra{-}Vega},
title = {Active and efficient motor skill learning method used in a haptic
teleoperated system},
booktitle = {18th {IEEE} International Symposium on Robot and Human Interactive
Communication, {RO-MAN} 2009, Toyama International Conference Center,
Japan, September 27 - October 2, 2009},
pages = {915--920},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ROMAN.2009.5326132},
doi = {10.1109/ROMAN.2009.5326132},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ro-man/Garcia-HernandezP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/se/Olsson08,
author = {Fredrik Olsson},
title = {Bootstrapping Named Entity Annotation by Means of Active Machine Learning:
{A} Method for Creating Corpora},
school = {Research Institutes of Sweden, Sweden},
year = {2008},
url = {https://urn.kb.se/resolve?urn=urn:nbn:se:ri:diva-22935},
urn = {urn:nbn:se:ri:diva-22935},
timestamp = {Fri, 20 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/se/Olsson08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/GosselinC08,
author = {Philippe Henri Gosselin and
Matthieu Cord},
title = {Active Learning Methods for Interactive Image Retrieval},
journal = {{IEEE} Trans. Image Process.},
volume = {17},
number = {7},
pages = {1200--1211},
year = {2008},
url = {https://doi.org/10.1109/TIP.2008.924286},
doi = {10.1109/TIP.2008.924286},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/GosselinC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HaertelRSCM08,
author = {Robbie Haertel and
Eric K. Ringger and
Kevin D. Seppi and
James L. Carroll and
Peter McClanahan},
title = {Assessing the Costs of Sampling Methods in Active Learning for Annotation},
booktitle = {{ACL} 2008, Proceedings of the 46th Annual Meeting of the Association
for Computational Linguistics, June 15-20, 2008, Columbus, Ohio, USA,
Short Papers},
pages = {65--68},
publisher = {The Association for Computer Linguistics},
year = {2008},
url = {https://aclanthology.org/P08-2017/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HaertelRSCM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JarsP08,
author = {Isabelle Jars and
Franck Panaget},
title = {Improving Spoken Language Understanding with information retrieval
and active learning methods},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {5001--5004},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518781},
doi = {10.1109/ICASSP.2008.4518781},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/JarsP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/MalmiK08,
author = {Lauri Malmi and
Ari Korhonen},
editor = {Jens Bennedsen and
Michael E. Caspersen and
Michael K{\"{o}}lling},
title = {Active Learning and Examination Methods in a Data Structures and Algorithms
Course},
booktitle = {Reflections on the Teaching of Programming, Methods and Implementations},
series = {Lecture Notes in Computer Science},
volume = {4821},
pages = {210--227},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-77934-6\_17},
doi = {10.1007/978-3-540-77934-6\_17},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/series/lncs/MalmiK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ceas/Sculley07,
author = {D. Sculley},
title = {Online Active Learning Methods for Fast Label-Efficient Spam Filtering},
booktitle = {{CEAS} 2007 - The Fourth Conference on Email and Anti-Spam, 2-3 August
2007, Mountain View, California, {USA}},
year = {2007},
url = {http://www.ceas.cc/2007/accepted.html\#Paper-61},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ceas/Sculley07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhuH07,
author = {Jingbo Zhu and
Eduard H. Hovy},
editor = {Jason Eisner},
title = {Active Learning for Word Sense Disambiguation with Methods for Addressing
the Class Imbalance Problem},
booktitle = {EMNLP-CoNLL 2007, Proceedings of the 2007 Joint Conference on Empirical
Methods in Natural Language Processing and Computational Natural Language
Learning, June 28-30, 2007, Prague, Czech Republic},
pages = {783--790},
publisher = {{ACL}},
year = {2007},
url = {https://aclanthology.org/D07-1082/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhuH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/LongYZ07,
author = {Jun Long and
Jianping Yin and
En Zhu},
editor = {Vicen{\c{c}} Torra and
Yasuo Narukawa and
Yuji Yoshida},
title = {An Active Learning Method Based on Most Possible Misclassification
Sampling Using Committee},
booktitle = {Modeling Decisions for Artificial Intelligence, 4th International
Conference, {MDAI} 2007, Kitakyushu, Japan, August 16-18, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4617},
pages = {104--113},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73729-2\_10},
doi = {10.1007/978-3-540-73729-2\_10},
timestamp = {Tue, 07 May 2024 20:11:44 +0200},
biburl = {https://dblp.org/rec/conf/mdai/LongYZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/ZhaoXC06,
author = {Yue Zhao and
Ciwen Xu and
Yongcun Cao},
editor = {Xue Li and
Osmar R. Za{\"{\i}}ane and
Zhanhuai Li},
title = {Research on Query-by-Committee Method of Active Learning and Application},
booktitle = {Advanced Data Mining and Applications, Second International Conference,
{ADMA} 2006, Xi'an, China, August 14-16, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4093},
pages = {985--991},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11811305\_107},
doi = {10.1007/11811305\_107},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/ZhaoXC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/ZhouCBW06,
author = {Yi{-}Hua Zhou and
Yuan{-}Da Cao and
Le{-}Peng Bi and
Ben{-}Jie Wei},
title = {Combining long-term learning and active learning with semi-supervised
method for content-based image retrieval},
booktitle = {12th International Conference on Multi Media Modeling {(MMM} 2006),
4-6 January 2006, Beijing, China},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/MMMC.2006.1651327},
doi = {10.1109/MMMC.2006.1651327},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmm/ZhouCBW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BeckerO05,
author = {Markus Becker and
Miles Osborne},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {A Two-Stage Method for Active Learning of Statistical Grammars},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {991--996},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1643.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BeckerO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/GuTK04,
author = {Juan{-}juan Gu and
Liang Tao and
Hon Keung Kwan},
title = {Fast learning algorithms for new {L2} {SVM} based on active set iteration
method},
booktitle = {Proceedings of the 2004 International Symposium on Circuits and Systems,
{ISCAS} 2004, Vancouver, BC, Canada, May 23-26, 2004},
pages = {812--815},
publisher = {{IEEE}},
year = {2004},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/GuTK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/HeTLZZ04,
author = {Jingrui He and
Hanghang Tong and
Mingjing Li and
HongJiang Zhang and
Changshui Zhang},
editor = {Michael S. Lew and
Nicu Sebe and
Chabane Djeraba},
title = {Mean version space: a new active learning method for content-based
image retrieval},
booktitle = {Proceedings of the 6th {ACM} {SIGMM} International Workshop on Multimedia
Information Retrieval, {MIR} 2004, October 15-16, 2004, New York,
NY, {USA}},
pages = {15--22},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1026711.1026715},
doi = {10.1145/1026711.1026715},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mir/HeTLZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nci/LotfiS04,
author = {Tayebeh Lotfi and
Saeed Bagheri Shouraki},
title = {Active learning method to solve bin packing problems},
booktitle = {Proceedings of the {IASTED} International Conference on Neural Networks
and Computational Intelligence, {NCI} 2004, February 23-25, 2004,
Grindelwald, Switzerland},
pages = {263--268},
publisher = {{IASTED/ACTA} Press},
year = {2004},
timestamp = {Thu, 09 Nov 2006 13:47:32 +0100},
biburl = {https://dblp.org/rec/conf/nci/LotfiS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaciii/SakuraiHN03,
author = {Yoshitaka Sakurai and
Nakaji Honda and
Junji Nishino},
title = {Acquisition of Knowledge for Gymnastic Bar Action by Active Learning
Method},
journal = {J. Adv. Comput. Intell. Intell. Informatics},
volume = {7},
number = {1},
pages = {10--18},
year = {2003},
url = {https://doi.org/10.20965/jaciii.2003.p0010},
doi = {10.20965/JACIII.2003.P0010},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaciii/SakuraiHN03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/SakuraiHN03,
author = {Yoshitaka Sakurai and
Nakaji Honda and
Junji Nishino},
title = {Acquisition of control knowledge of nonholonomic system by Active
Learning Method},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: Washington, D.C., USA, 5-8 October 2003},
pages = {2400--2405},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICSMC.2003.1244243},
doi = {10.1109/ICSMC.2003.1244243},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/SakuraiHN03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/NettletonT01,
author = {David F. Nettleton and
Vicen{\c{c}} Torra},
title = {A comparison of active set method and genetic algorithm approaches
for learning weighting vectors in some aggregation operators},
journal = {Int. J. Intell. Syst.},
volume = {16},
number = {9},
pages = {1069--1083},
year = {2001},
url = {https://doi.org/10.1002/int.1050},
doi = {10.1002/INT.1050},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/NettletonT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/LinS97,
author = {Fu{-}Ren Lin and
Michael J. Shaw},
title = {Active training of backpropagation neural networks using the learning
by experimentation methodology},
journal = {Ann. Oper. Res.},
volume = {75},
pages = {105--122},
year = {1997},
url = {https://doi.org/10.1023/A\%3A1018999110972},
doi = {10.1023/A\%3A1018999110972},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/LinS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cira/ZhangK97,
author = {Byoung{-}Tak Zhang and
Sung{-}Hoon Kim},
title = {An evolutionary method for active learning of mobile robot path planning},
booktitle = {Proceedings 1997 {IEEE} International Symposium on Computational Intelligence
in Robotics and Automation CIRA'97 - Towards New Computational Principles
for Robotics and Automation, July 10-11, 1997, Monterey, California,
{USA}},
pages = {312--317},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/CIRA.1997.613874},
doi = {10.1109/CIRA.1997.613874},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cira/ZhangK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/CarverHL96,
author = {Curtis A. Carver and
Richard A. Howard and
William D. Lane},
editor = {John Impagliazzo and
Elizabeth S. Adams and
Karl J. Klee},
title = {A methodology for active, student-controlled learning: motivating
our weakest students},
booktitle = {Proceedings of the 27th {SIGCSE} Technical Symposium on Computer Science
Education, {SIGCSE} 1996, Philadelphia, Pennsylvania, USA, February
15-17, 1996},
pages = {195--199},
publisher = {{ACM}},
year = {1996},
url = {https://doi.org/10.1145/236452.236538},
doi = {10.1145/236452.236538},
timestamp = {Tue, 23 Mar 2021 10:54:19 +0100},
biburl = {https://dblp.org/rec/conf/sigcse/CarverHL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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