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@inproceedings{DBLP:conf/icml/BelrosePQMF24,
author = {Nora Belrose and
Quintin Pope and
Lucia Quirke and
Alex Mallen and
Xiaoli Z. Fern},
title = {Neural Networks Learn Statistics of Increasing Complexity},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=IGdpKP0N6w},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/BelrosePQMF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsit/AymerichSCYL24,
author = {Joan Aymerich and
Chutham Sawigun and
Jose Cisneros{-}Fern{\'{a}}ndez and
Xiaolin Yang and
Carolina Mora Lopez},
title = {A 16-Ch CMI-Tolerant Neural {AFE} with Inherent {CM} Detection and
Shared {CM} Suppression Achieving 0.006mm2/Ch and 3.1{\(\mu\)}W/Ch},
booktitle = {{IEEE} Symposium on {VLSI} Technology and Circuits 2024, Honolulu,
HI, USA, June 16-20, 2024},
pages = {1--2},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/VLSITechnologyandCir46783.2024.10631492},
doi = {10.1109/VLSITECHNOLOGYANDCIR46783.2024.10631492},
timestamp = {Thu, 17 Oct 2024 14:04:05 +0200},
biburl = {https://dblp.org/rec/conf/vlsit/AymerichSCYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsit/YangACHSC0RTMMD24,
author = {Xiaolin Yang and
Joan Aymerich and
Philippe Coppejans and
Wen{-}Yang Hsu and
Chutham Sawigun and
Jose Cisneros{-}Fern{\'{a}}ndez and
Andrea Lodi and
Maribel Caceres Rivera and
Bernardo Tacca and
Matt McDonald and
Hasan Mahmud{-}UI and
Barundeb Dutta and
Jan Putzeys and
Carolina Mora Lopez},
title = {A Highly-Integrated 1536-Channel Quad-Shank Monolithic Neural Probe
in 55nm {CMOS} for Full-Band Raw-Signal Recording},
booktitle = {{IEEE} Symposium on {VLSI} Technology and Circuits 2024, Honolulu,
HI, USA, June 16-20, 2024},
pages = {1--2},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/VLSITechnologyandCir46783.2024.10631430},
doi = {10.1109/VLSITECHNOLOGYANDCIR46783.2024.10631430},
timestamp = {Thu, 17 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vlsit/YangACHSC0RTMMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04362,
author = {Nora Belrose and
Quintin Pope and
Lucia Quirke and
Alex Mallen and
Xiaoli Z. Fern},
title = {Neural Networks Learn Statistics of Increasing Complexity},
journal = {CoRR},
volume = {abs/2402.04362},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04362},
doi = {10.48550/ARXIV.2402.04362},
eprinttype = {arXiv},
eprint = {2402.04362},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/ShankarYKTSRNVB23,
author = {Vivek Shankar and
Xiaoli Yang and
Vrishab Krishna and
Brent Tan and
Oscar Silva and
Rebecca Rojansky and
Andrew Y. Ng and
Fabiola Valvert and
Edward Briercheck and
David Weinstock and
Yasodha Natkunam and
Sebastian Fernandez{-}Pol and
Pranav Rajpurkar},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {LymphoML: An interpretable artificial intelligence-based method identifies
morphologic features that correlate with lymphoma subtype},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {528--558},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/shankar23a.html},
timestamp = {Tue, 20 Feb 2024 16:30:24 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/ShankarYKTSRNVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/LiWFL23,
author = {Xingyi Li and
Wenxuan Wu and
Xiaoli Z. Fern and
Fuxin Li},
title = {Improving the Robustness of Point Convolution on k-Nearest Neighbor
Neighborhoods with a Viewpoint-Invariant Coordinate Transform},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {1287--1297},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00134},
doi = {10.1109/WACV56688.2023.00134},
timestamp = {Tue, 14 Feb 2023 22:26:55 +0100},
biburl = {https://dblp.org/rec/conf/wacv/LiWFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15424,
author = {Andre Dourson and
Roberto Santilli and
Federica Marchesotti and
Jennifer Schneiderman and
Oliver Roman Stiel and
Fernando Junior and
Michael Fitzke and
Norbert Sithirangathan and
Emil Walleser and
Xiaoli Qiao and
Mark Parkinson},
title = {PulseNet: Deep Learning ECG-signal classification using random augmentation
policy and continous wavelet transform for canines},
journal = {CoRR},
volume = {abs/2305.15424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15424},
doi = {10.48550/ARXIV.2305.15424},
eprinttype = {arXiv},
eprint = {2305.15424},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09574,
author = {Vivek Shankar and
Xiaoli Yang and
Vrishab Krishna and
Brent Tan and
Oscar Silva and
Rebecca Rojansky and
Andrew Y. Ng and
Fabiola Valvert and
Edward Briercheck and
David Weinstock and
Yasodha Natkunam and
Sebastian Fernandez{-}Pol and
Pranav Rajpurkar},
title = {LymphoML: An interpretable artificial intelligence-based method identifies
morphologic features that correlate with lymphoma subtype},
journal = {CoRR},
volume = {abs/2311.09574},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09574},
doi = {10.48550/ARXIV.2311.09574},
eprinttype = {arXiv},
eprint = {2311.09574},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/HenleGTFS22,
author = {E. Adrian Henle and
Nickolas Gantzler and
Praveen K. Thallapally and
Xiaoli Z. Fern and
Cory M. Simon},
title = {PoreMatMod.jl: Julia Package for in Silico Postsynthetic Modification
of Crystal Structure Models},
journal = {J. Chem. Inf. Model.},
volume = {62},
number = {3},
pages = {423--432},
year = {2022},
url = {https://doi.org/10.1021/acs.jcim.1c01219},
doi = {10.1021/ACS.JCIM.1C01219},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/HenleGTFS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04697,
author = {Ali Raza and
E. Adrian Henle and
Xiaoli Z. Fern},
title = {Non-equilibrium molecular geometries in graph neural networks},
journal = {CoRR},
volume = {abs/2203.04697},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04697},
doi = {10.48550/ARXIV.2203.04697},
eprinttype = {arXiv},
eprint = {2203.04697},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MerrillFFD21,
author = {Erich Merrill and
Alan Fern and
Xiaoli Z. Fern and
Nima Dolatnia},
title = {An Empirical Study of Bayesian Optimization: Acquisition Versus Partition},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {4:1--4:25},
year = {2021},
url = {https://jmlr.org/papers/v22/18-220.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MerrillFFD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasII/LiuLWDSLCFILL21,
author = {Bin Liu and
Zhen Li and
Haijiao Wang and
Xiaoliang Dong and
Wuyang Su and
Guanghui Li and
Xi Chen and
Tyrone Fernando and
Herbert H. C. Iu and
Xiaoqin Lian and
Xiangdong Liu},
title = {Impedance Modeling of {DFIG} Wind Farms With Various Rotor Speeds
and Frequency Coupling},
journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
volume = {68},
number = {1},
pages = {406--410},
year = {2021},
url = {https://doi.org/10.1109/TCSII.2020.2997927},
doi = {10.1109/TCSII.2020.2997927},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcasII/LiuLWDSLCFILL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/FernP21,
author = {Xiaoli Z. Fern and
Quintin Pope},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Text Counterfactuals via Latent Optimization and Shapley-Guided Search},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {5578--5593},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.452},
doi = {10.18653/V1/2021.EMNLP-MAIN.452},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/FernP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/KristanMLFPKCDZ21,
author = {Matej Kristan and
Jir{\'{\i}} Matas and
Ales Leonardis and
Michael Felsberg and
Roman P. Pflugfelder and
Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen and
Hyung Jin Chang and
Martin Danelljan and
Luka Cehovin Zajc and
Alan Lukezic and
Ondrej Drbohlav and
Jani K{\"{a}}pyl{\"{a}} and
Gustav H{\"{a}}ger and
Song Yan and
Jinyu Yang and
Zhongqun Zhang and
Gustavo Fern{\'{a}}ndez and
Mohamed H. Abdelpakey and
Goutam Bhat and
Llukman Cerkezi and
Hakan Cevikalp and
Shengyong Chen and
Xin Chen and
Miao Cheng and
Ziyi Cheng and
Yu{-}Chen Chiu and
Ozgun Cirakman and
Yutao Cui and
Kenan Dai and
Mohana Murali Dasari and
Qili Deng and
Xingping Dong and
Daniel K. Du and
Matteo Dunnhofer and
Zhen{-}Hua Feng and
Zhiyong Feng and
Zhihong Fu and
Shiming Ge and
Rama Krishna Gorthi and
Yuzhang Gu and
Bilge G{\"{u}}nsel and
Qing Guo and
Filiz Gurkan and
Wencheng Han and
Yanyan Huang and
Felix J{\"{a}}remo Lawin and
Shang{-}Jhih Jhang and
Rongrong Ji and
Cheng Jiang and
Yingjie Jiang and
Felix Juefei{-}Xu and
J. Yin and
Xiao Ke and
Fahad Shahbaz Khan and
Byeong Hak Kim and
Josef Kittler and
Xiangyuan Lan and
Jun Ha Lee and
Bastian Leibe and
Hui Li and
Jianhua Li and
Xianxian Li and
Yuezhou Li and
Bo Liu and
Chang Liu and
Jingen Liu and
Li Liu and
Qingjie Liu and
Huchuan Lu and
Wei Lu and
Jonathon Luiten and
Jie Ma and
Ziang Ma and
Niki Martinel and
Christoph Mayer and
Alireza Memarmoghadam and
Christian Micheloni and
Yuzhen Niu and
Danda Pani Paudel and
Houwen Peng and
Shoumeng Qiu and
Aravindh Rajiv and
Muhammad Rana and
Andreas Robinson and
Hasan Saribas and
Ling Shao and
Mohamed S. Shehata and
Furao Shen and
Jianbing Shen and
Kristian Simonato and
Xiaoning Song and
Zhangyong Tang and
Radu Timofte and
Philip H. S. Torr and
Chi{-}Yi Tsai and
Bedirhan Uzun and
Luc Van Gool and
Paul Voigtlaender and
Dong Wang and
Guangting Wang and
Liangliang Wang and
Lijun Wang and
Limin Wang and
Linyuan Wang and
Yong Wang and
Yunhong Wang and
Chenyan Wu and
Gangshan Wu and
Xiaojun Wu and
Fei Xie and
Tianyang Xu and
Xiang Xu and
Wanli Xue and
Bin Yan and
Wankou Yang and
Xiaoyun Yang and
Yu Ye and
Jun Yin and
Chengwei Zhang and
Chunhui Zhang and
Haitao Zhang and
Kaihua Zhang and
Kangkai Zhang and
Xiaohan Zhang and
Xiaolin Zhang and
Xinyu Zhang and
Zhibin Zhang and
Shao{-}Chuan Zhao and
Ming Zhen and
Bineng Zhong and
Jiawen Zhu and
Xuefeng Zhu},
title = {The Ninth Visual Object Tracking {VOT2021} Challenge Results},
booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCVW} 2021, Montreal, QC, Canada, October 11-17, 2021},
pages = {2711--2738},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCVW54120.2021.00305},
doi = {10.1109/ICCVW54120.2021.00305},
timestamp = {Wed, 16 Oct 2024 17:46:29 +0200},
biburl = {https://dblp.org/rec/conf/iccvw/KristanMLFPKCDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl/LeHOAFF21,
author = {Hoang Le and
Justine E. Hoch and
Ori Ossmy and
Karen E. Adolph and
Xiaoli Z. Fern and
Alan Fern},
title = {Modeling Infant Free Play Using Hidden Markov Models},
booktitle = {{IEEE} International Conference on Development and Learning, {ICDL}
2021, Beijing, China, August 23-26, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDL49984.2021.9515677},
doi = {10.1109/ICDL49984.2021.9515677},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdl/LeHOAFF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SwensonSBSNAGFB21,
author = {Nigel Swenson and
Garrett Scott and
Peter Bloch and
Paresh Soni and
Nuha Nishat and
Anjali Asar and
Cindy Grimm and
Xiaoli Fern and
Ravi Balasubramanian},
title = {Improving Grasp Classification through Spatial Metrics Available from
Sensors},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {6147--6153},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9561750},
doi = {10.1109/ICRA48506.2021.9561750},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/SwensonSBSNAGFB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07832,
author = {Xingyi Li and
Wenxuan Wu and
Xiaoli Z. Fern and
Fuxin Li},
title = {The Devils in the Point Clouds: Studying the Robustness of Point Cloud
Convolutions},
journal = {CoRR},
volume = {abs/2101.07832},
year = {2021},
url = {https://arxiv.org/abs/2101.07832},
eprinttype = {arXiv},
eprint = {2101.07832},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11589,
author = {Quintin Pope and
Xiaoli Z. Fern},
title = {Text Counterfactuals via Latent Optimization and Shapley-Guided Search},
journal = {CoRR},
volume = {abs/2110.11589},
year = {2021},
url = {https://arxiv.org/abs/2110.11589},
eprinttype = {arXiv},
eprint = {2110.11589},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/VuLRPFR20,
author = {Trung Vu and
Phung Lai and
Raviv Raich and
Anh T. Pham and
Xiaoli Z. Fern and
Arvind U. K. Rao},
title = {A Novel Attribute-Based Symmetric Multiple Instance Learning for Histopathological
Image Analysis},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {10},
pages = {3125--3136},
year = {2020},
url = {https://doi.org/10.1109/TMI.2020.2987796},
doi = {10.1109/TMI.2020.2987796},
timestamp = {Fri, 29 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/VuLRPFR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiQFL20,
author = {Xingyi Li and
Zhongang Qi and
Xiaoli Z. Fern and
Fuxin Li},
title = {ScaleNet - Improve CNNs through Recursively Rescaling Objects},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {11426--11433},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i07.6806},
doi = {10.1609/AAAI.V34I07.6806},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiQFL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ShahbaziFGT20,
author = {Hamed Shahbazi and
Xiaoli Z. Fern and
Reza Ghaeini and
Prasad Tadepalli},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Relation Extraction with Explanation},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {6488--6494},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.579},
doi = {10.18653/V1/2020.ACL-MAIN.579},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ShahbaziFGT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KristanLMFPKDZL20,
author = {Matej Kristan and
Ales Leonardis and
Jiri Matas and
Michael Felsberg and
Roman P. Pflugfelder and
Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen and
Martin Danelljan and
Luka Cehovin Zajc and
Alan Lukezic and
Ondrej Drbohlav and
Linbo He and
Yushan Zhang and
Song Yan and
Jinyu Yang and
Gustavo Fern{\'{a}}ndez and
Alexander G. Hauptmann and
Alireza Memarmoghadam and
{\'{A}}lvaro Garc{\'{\i}}a{-}Mart{\'{\i}}n and
Andreas Robinson and
Anton Varfolomieiev and
Awet Haileslassie Gebrehiwot and
Bedirhan Uzun and
Bin Yan and
Bing Li and
Chen Qian and
Chi{-}Yi Tsai and
Christian Micheloni and
Dong Wang and
Fei Wang and
Fei Xie and
Felix J{\"{a}}remo Lawin and
Fredrik Gustafsson and
Gian Luca Foresti and
Goutam Bhat and
Guangqi Chen and
Haibin Ling and
Haitao Zhang and
Hakan Cevikalp and
Haojie Zhao and
Haoran Bai and
Hari Chandana Kuchibhotla and
Hasan Saribas and
Heng Fan and
Hossein Ghanei{-}Yakhdan and
Houqiang Li and
Houwen Peng and
Huchuan Lu and
Hui Li and
Javad Khaghani and
Jes{\'{u}}s Besc{\'{o}}s and
Jianhua Li and
Jianlong Fu and
Jiaqian Yu and
Jingtao Xu and
Josef Kittler and
Jun Yin and
Junhyun Lee and
Kaicheng Yu and
Kaiwen Liu and
Kang Yang and
Kenan Dai and
Li Cheng and
Li Zhang and
Lijun Wang and
Linyuan Wang and
Luc Van Gool and
Luca Bertinetto and
Matteo Dunnhofer and
Miao Cheng and
Mohana Murali Dasari and
Ning Wang and
Pengyu Zhang and
Philip H. S. Torr and
Qiang Wang and
Radu Timofte and
Rama Krishna Sai Subrahmanyam Gorthi and
Seokeon Choi and
Seyed Mojtaba Marvasti{-}Zadeh and
Shao{-}Chuan Zhao and
Shohreh Kasaei and
Shoumeng Qiu and
Shuhao Chen and
Thomas B. Sch{\"{o}}n and
Tianyang Xu and
Wei Lu and
Weiming Hu and
Wengang Zhou and
Xi Qiu and
Xiao Ke and
Xiao{-}Jun Wu and
Xiaolin Zhang and
Xiaoyun Yang and
Xuefeng Zhu and
Yingjie Jiang and
Yingming Wang and
Yiwei Chen and
Yu Ye and
Yuezhou Li and
Yuncon Yao and
Yunsung Lee and
Yuzhang Gu and
Zezhou Wang and
Zhangyong Tang and
Zhen{-}Hua Feng and
Zhijun Mai and
Zhipeng Zhang and
Zhirong Wu and
Ziang Ma},
editor = {Adrien Bartoli and
Andrea Fusiello},
title = {The Eighth Visual Object Tracking {VOT2020} Challenge Results},
booktitle = {Computer Vision - {ECCV} 2020 Workshops - Glasgow, UK, August 23-28,
2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12539},
pages = {547--601},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-68238-5\_39},
doi = {10.1007/978-3-030-68238-5\_39},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KristanLMFPKDZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/springsim/2020,
editor = {Fernando J. Barros and
Xiaolin Hu and
Hamdi Kavak and
Alberto A. Del Barrio},
title = {Spring Simulation Conference, SpringSim 2020, Fairfax, VA, USA, May
18-21, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://ieeexplore.ieee.org/xpl/conhome/9180008/proceeding},
isbn = {978-1-56555-370-5},
timestamp = {Tue, 22 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/springsim/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-14271,
author = {Hamed Shahbazi and
Xiaoli Z. Fern and
Reza Ghaeini and
Prasad Tadepalli},
title = {Relation Extraction with Explanation},
journal = {CoRR},
volume = {abs/2005.14271},
year = {2020},
url = {https://arxiv.org/abs/2005.14271},
eprinttype = {arXiv},
eprint = {2005.14271},
timestamp = {Wed, 03 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-14271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03723,
author = {Ali Raza and
Faaiq Waqar and
Arni Sturluson and
Cory Simon and
Xiaoli Z. Fern},
title = {Towards explainable message passing networks for predicting carbon
dioxide adsorption in metal-organic frameworks},
journal = {CoRR},
volume = {abs/2012.03723},
year = {2020},
url = {https://arxiv.org/abs/2012.03723},
eprinttype = {arXiv},
eprint = {2012.03723},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Blazquez-Garcia19,
author = {Rodrigo Bl{\'{a}}zquez{-}Garc{\'{\i}}a and
Xiaoliang Sun and
Mateo Burgos{-}Garc{\'{\i}}a and
Alejandro Garc{\'{\i}}a{-}Tejero and
Juan Vidal{-}Alegr{\'{\i}}a and
Jose{-}Manuel Fernandez{-}Gonzalez and
Manuel Sierra{-}Casta{\~{n}}er},
title = {Smart Relay Architecture for Over-the-Horizon High Quality Communications
With Unmanned Aerial Vehicles},
journal = {{IEEE} Access},
volume = {7},
pages = {76317--76327},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2922012},
doi = {10.1109/ACCESS.2019.2922012},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/Blazquez-Garcia19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GomesDBCDEFFFFF19,
author = {Carla P. Gomes and
Thomas G. Dietterich and
Christopher Barrett and
Jon Conrad and
Bistra Dilkina and
Stefano Ermon and
Fei Fang and
Andrew Farnsworth and
Alan Fern and
Xiaoli Z. Fern and
Daniel Fink and
Douglas H. Fisher and
Alexander Flecker and
Daniel Freund and
Angela Fuller and
John M. Gregoire and
John E. Hopcroft and
Steve Kelling and
J. Zico Kolter and
Warren B. Powell and
Nicole D. Sintov and
John S. Selker and
Bart Selman and
Daniel Sheldon and
David B. Shmoys and
Milind Tambe and
Weng{-}Keen Wong and
Christopher Wood and
Xiaojian Wu and
Yexiang Xue and
Amulya Yadav and
Abdul{-}Aziz Yakubu and
Mary Lou Zeeman},
title = {Computational sustainability: computing for a better world and a sustainable
future},
journal = {Commun. {ACM}},
volume = {62},
number = {9},
pages = {56--65},
year = {2019},
url = {https://doi.org/10.1145/3339399},
doi = {10.1145/3339399},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/GomesDBCDEFFFFF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/GhaeiniFST19,
author = {Reza Ghaeini and
Xiaoli Z. Fern and
Hamed Shahbazi and
Prasad Tadepalli},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Saliency Learning: Teaching the Model Where to Pay Attention},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {4016--4025},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1404},
doi = {10.18653/V1/N19-1404},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/GhaeiniFST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ObeidatFST19,
author = {Rasha Obeidat and
Xiaoli Z. Fern and
Hamed Shahbazi and
Prasad Tadepalli},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Description-Based Zero-shot Fine-Grained Entity Typing},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {807--814},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1087},
doi = {10.18653/V1/N19-1087},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ObeidatFST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/springsim/2019,
editor = {Alberto A. Del Barrio and
Christopher J. Lynch and
Fernando J. Barros and
Xiaolin Hu and
Andrea D'Ambrogio},
title = {2019 Spring Simulation Conference, SpringSim 2019, Tucson, AZ, USA,
April 29 - May 2, 2019},
publisher = {{IEEE}},
year = {2019},
url = {https://ieeexplore.ieee.org/xpl/conhome/8728125/proceeding},
isbn = {978-1-5108-8388-8},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/springsim/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08649,
author = {Reza Ghaeini and
Xiaoli Z. Fern and
Hamed Shahbazi and
Prasad Tadepalli},
title = {Saliency Learning: Teaching the Model Where to Pay Attention},
journal = {CoRR},
volume = {abs/1902.08649},
year = {2019},
url = {http://arxiv.org/abs/1902.08649},
eprinttype = {arXiv},
eprint = {1902.08649},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05762,
author = {Hamed Shahbazi and
Xiaoli Z. Fern and
Reza Ghaeini and
Rasha Obeidat and
Prasad Tadepalli},
title = {Entity-aware ELMo: Learning Contextual Entity Representation for Entity
Disambiguation},
journal = {CoRR},
volume = {abs/1908.05762},
year = {2019},
url = {http://arxiv.org/abs/1908.05762},
eprinttype = {arXiv},
eprint = {1908.05762},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-05762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YouRFK18,
author = {Zeyu You and
Raviv Raich and
Xiaoli Z. Fern and
Jinsub Kim},
title = {Weakly Supervised Dictionary Learning},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {10},
pages = {2527--2541},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2807422},
doi = {10.1109/TSP.2018.2807422},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/YouRFK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/Ruiz-MunozYRF18,
author = {Jos{\'{e}} Francisco Ruiz{-}Mu{\~{n}}oz and
Zeyu You and
Raviv Raich and
Xiaoli Z. Fern},
title = {Dictionary Learning for Bioacoustics Monitoring with Applications
to Species Classification},
journal = {J. Signal Process. Syst.},
volume = {90},
number = {2},
pages = {233--247},
year = {2018},
url = {https://doi.org/10.1007/s11265-016-1155-0},
doi = {10.1007/S11265-016-1155-0},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vlsisp/Ruiz-MunozYRF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/GhaeiniFST18,
author = {Reza Ghaeini and
Xiaoli Z. Fern and
Hamed Shahbazi and
Prasad Tadepalli},
editor = {Emily M. Bender and
Leon Derczynski and
Pierre Isabelle},
title = {Dependent Gated Reading for Cloze-Style Question Answering},
booktitle = {Proceedings of the 27th International Conference on Computational
Linguistics, {COLING} 2018, Santa Fe, New Mexico, USA, August 20-26,
2018},
pages = {3330--3345},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/C18-1282/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/GhaeiniFST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/ShahbaziFG0OT18,
author = {Hamed Shahbazi and
Xiaoli Z. Fern and
Reza Ghaeini and
Chao Ma and
Rasha Mohammad Obeidat and
Prasad Tadepalli},
editor = {Emily M. Bender and
Leon Derczynski and
Pierre Isabelle},
title = {Joint Neural Entity Disambiguation with Output Space Search},
booktitle = {Proceedings of the 27th International Conference on Computational
Linguistics, {COLING} 2018, Santa Fe, New Mexico, USA, August 20-26,
2018},
pages = {2170--2180},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/C18-1184/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/ShahbaziFG0OT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/NealOFWL18,
author = {Lawrence Neal and
Matthew L. Olson and
Xiaoli Z. Fern and
Weng{-}Keen Wong and
Fuxin Li},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Open Set Learning with Counterfactual Images},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {11210},
pages = {620--635},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01231-1\_38},
doi = {10.1007/978-3-030-01231-1\_38},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/NealOFWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GhaeiniFT18,
author = {Reza Ghaeini and
Xiaoli Z. Fern and
Prasad Tadepalli},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Interpreting Recurrent and Attention-Based Neural Models: a Case Study
on Natural Language Inference},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {4952--4957},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/D18-1537/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GhaeiniFT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/OrrTF18,
author = {John Walker Orr and
Prasad Tadepalli and
Xiaoli Z. Fern},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Event Detection with Neural Networks: {A} Rigorous Empirical Evaluation},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {999--1004},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1122},
doi = {10.18653/V1/D18-1122},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/OrrTF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PhamRF18,
author = {Anh T. Pham and
Raviv Raich and
Xiaoli Z. Fern},
title = {Discriminative Clustering with Cardinality Constraints},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {2291--2295},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461842},
doi = {10.1109/ICASSP.2018.8461842},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PhamRF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PhamRFWG18,
author = {Anh T. Pham and
Raviv Raich and
Xiaoli Z. Fern and
Weng{-}Keen Wong and
Xinze Guan},
title = {Discriminative Probabilistic Framework for Generalized Multi-Instance
Learning},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {2281--2285},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462099},
doi = {10.1109/ICASSP.2018.8462099},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PhamRFWG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/PeiFR18,
author = {Yuanli Pei and
Xiaoli Z. Fern and
Raviv Raich},
title = {Learning with Latent Label Hierarchy from Incomplete Multi-Label Data},
booktitle = {24th International Conference on Pattern Recognition, {ICPR} 2018,
Beijing, China, August 20-24, 2018},
pages = {2075--2080},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICPR.2018.8545329},
doi = {10.1109/ICPR.2018.8545329},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/PeiFR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/GhaeiniHDLLQLPF18,
author = {Reza Ghaeini and
Sadid A. Hasan and
Vivek V. Datla and
Joey Liu and
Kathy Lee and
Ashequl Qadir and
Yuan Ling and
Aaditya Prakash and
Xiaoli Z. Fern and
Oladimeji Farri},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {DR-BiLSTM: Dependent Reading Bidirectional {LSTM} for Natural Language
Inference},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
1 (Long Papers)},
pages = {1460--1469},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1132},
doi = {10.18653/V1/N18-1132},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/GhaeiniHDLLQLPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/YouRFK18,
author = {Zeyu You and
Raviv Raich and
Xiaoli Z. Fern and
Jinsub Kim},
title = {Weakly Supervised Learning of Multiple-Scale Dictionaries},
booktitle = {2018 {IEEE} Statistical Signal Processing Workshop, {SSP} 2018, Freiburg
im Breisgau, Germany, June 10-13, 2018},
pages = {100--104},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SSP.2018.8450807},
doi = {10.1109/SSP.2018.8450807},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/YouRFK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01709,
author = {Zeyu You and
Raviv Raich and
Xiaoli Z. Fern and
Jinsub Kim},
title = {Weakly-supervised Dictionary Learning},
journal = {CoRR},
volume = {abs/1802.01709},
year = {2018},
url = {http://arxiv.org/abs/1802.01709},
eprinttype = {arXiv},
eprint = {1802.01709},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05577,
author = {Reza Ghaeini and
Sadid A. Hasan and
Vivek V. Datla and
Joey Liu and
Kathy Lee and
Ashequl Qadir and
Yuan Ling and
Aaditya Prakash and
Xiaoli Z. Fern and
Oladimeji Farri},
title = {DR-BiLSTM: Dependent Reading Bidirectional {LSTM} for Natural Language
Inference},
journal = {CoRR},
volume = {abs/1802.05577},
year = {2018},
url = {http://arxiv.org/abs/1802.05577},
eprinttype = {arXiv},
eprint = {1802.05577},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05672,
author = {Reza Ghaeini and
Xiaoli Z. Fern and
Liang Huang and
Prasad Tadepalli},
title = {Event Nugget Detection with Forward-Backward Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1802.05672},
year = {2018},
url = {http://arxiv.org/abs/1802.05672},
eprinttype = {arXiv},
eprint = {1802.05672},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10528,
author = {Reza Ghaeini and
Xiaoli Z. Fern and
Hamed Shahbazi and
Prasad Tadepalli},
title = {Dependent Gated Reading for Cloze-Style Question Answering},
journal = {CoRR},
volume = {abs/1805.10528},
year = {2018},
url = {http://arxiv.org/abs/1805.10528},
eprinttype = {arXiv},
eprint = {1805.10528},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07495,
author = {Hamed Shahbazi and
Xiaoli Z. Fern and
Reza Ghaeini and
Chao Ma and
Rasha Obeidat and
Prasad Tadepalli},
title = {Joint Neural Entity Disambiguation with Output Space Search},
journal = {CoRR},
volume = {abs/1806.07495},
year = {2018},
url = {http://arxiv.org/abs/1806.07495},
eprinttype = {arXiv},
eprint = {1806.07495},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03894,
author = {Reza Ghaeini and
Xiaoli Z. Fern and
Prasad Tadepalli},
title = {Interpreting Recurrent and Attention-Based Neural Models: a Case Study
on Natural Language Inference},
journal = {CoRR},
volume = {abs/1808.03894},
year = {2018},
url = {http://arxiv.org/abs/1808.03894},
eprinttype = {arXiv},
eprint = {1808.03894},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08504,
author = {John Walker Orr and
Prasad Tadepalli and
Xiaoli Z. Fern},
title = {Event Detection with Neural Networks: {A} Rigorous Empirical Evaluation},
journal = {CoRR},
volume = {abs/1808.08504},
year = {2018},
url = {http://arxiv.org/abs/1808.08504},
eprinttype = {arXiv},
eprint = {1808.08504},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03051,
author = {Reza Ghaeini and
Xiaoli Z. Fern and
Prasad Tadepalli},
title = {Attentional Multi-Reading Sarcasm Detection},
journal = {CoRR},
volume = {abs/1809.03051},
year = {2018},
url = {http://arxiv.org/abs/1809.03051},
eprinttype = {arXiv},
eprint = {1809.03051},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03680,
author = {John Walker Orr and
Prasad Tadepalli and
Janardhan Rao Doppa and
Xiaoli Z. Fern and
Thomas G. Dietterich},
title = {Learning Scripts as Hidden Markov Models},
journal = {CoRR},
volume = {abs/1809.03680},
year = {2018},
url = {http://arxiv.org/abs/1809.03680},
eprinttype = {arXiv},
eprint = {1809.03680},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/PhamRF17,
author = {Anh T. Pham and
Raviv Raich and
Xiaoli Z. Fern},
title = {Dynamic Programming for Instance Annotation in Multi-Instance Multi-Label
Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {12},
pages = {2381--2394},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2017.2647944},
doi = {10.1109/TPAMI.2017.2647944},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/PhamRF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/SunABFYDPBHN17,
author = {Xiaoli Sun and
James B. Abshire and
Adrian A. Borsa and
Helen Amanda Fricker and
Donghui Yi and
John P. DiMarzio and
Fernando S. Paolo and
Kelly M. Brunt and
David J. Harding and
Gregory A. Neumann},
title = {{ICESAT/GLAS} Altimetry Measurements: Received Signal Dynamic Range
and Saturation Correction},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {55},
number = {10},
pages = {5440--5454},
year = {2017},
url = {https://doi.org/10.1109/TGRS.2017.2702126},
doi = {10.1109/TGRS.2017.2702126},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/SunABFYDPBHN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0001DTSF17,
author = {Chao Ma and
Janardhan Rao Doppa and
Prasad Tadepalli and
Hamed Shahbazi and
Xiaoli Z. Fern},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Multi-Task Structured Prediction for Entity Analysis: Search-Based
Learning Algorithms},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {514--529},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/ma17a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0001DTSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NarasimhanFR17,
author = {Revathy Narasimhan and
Xiaoli Z. Fern and
Raviv Raich},
title = {Simultaneous segmentation and classification of bird song using {CNN}},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {146--150},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952135},
doi = {10.1109/ICASSP.2017.7952135},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NarasimhanFR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Ruiz-MunozROF17,
author = {Jos{\'{e}} Francisco Ruiz{-}Mu{\~{n}}oz and
Raviv Raich and
Mauricio Orozco{-}Alzate and
Xiaoli Z. Fern},
title = {Online learning of time-frequency patterns},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {2811--2815},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952669},
doi = {10.1109/ICASSP.2017.7952669},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Ruiz-MunozROF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YouRFK17,
author = {Zeyu You and
Raviv Raich and
Xiaoli Z. Fern and
Jinsub Kim},
title = {Discriminative recurring signal detection and localization},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {2377--2381},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952582},
doi = {10.1109/ICASSP.2017.7952582},
timestamp = {Fri, 23 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YouRFK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiLFR17,
author = {Xingyi Li and
Fuxin Li and
Xiaoli Z. Fern and
Raviv Raich},
title = {Filter shaping for Convolutional Neural Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=S1TER2oll},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiLFR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ChanBOJCPDCCEYC17,
author = {Steven Tsz K. Chan and
Rajat Bindlish and
Peggy O'Neill and
Thomas J. Jackson and
Julian Chaubell and
Jeffrey Piepmeier and
Roy Scott Dunbar and
Andreas Colliander and
Fan Chen and
Dara Entekhabi and
Simon Yueh and
Michael H. Cosh and
Todd Caldwell and
Jeffrey P. Walker and
Xiaoling Wu and
Aaron A. Berg and
Tracy L. Rowlandson and
Anna Pacheco and
Heather McNairn and
Marc Thibeault and
Jos{\'{e}} Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and
Angel Gonzalez{-}Zamora and
Ernesto L{\'{o}}pez{-}Baeza and
Frederik Uldall and
Mark S. Seyfried and
David D. Bosch and
Patrick J. Starks and
Chandra D. Holifield Collins and
John H. Prueger and
Zhongbo Su and
Rogier van der Velde and
Jun Asanuma and
Michael A. Palecki and
Eric E. Small and
Marek Zreda and
Jean{-}Christophe Calvet and
Wade T. Crow and
Yann Kerr},
title = {Development and validation of the {SMAP} enhanced passive soil moisture
product},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {2539--2542},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127512},
doi = {10.1109/IGARSS.2017.8127512},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/ChanBOJCPDCCEYC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ONeillCBJCDCPYE17,
author = {Peggy O'Neill and
Steven Tsz K. Chan and
Rajat Bindlish and
Thomas J. Jackson and
Andreas Colliander and
Roy Scott Dunbar and
Fan Chen and
Jeffrey Piepmeier and
Simon Yueh and
Dara Entekhabi and
Michael H. Cosh and
Todd Caldwell and
Jeffrey P. Walker and
Xiaoling Wu and
Aaron A. Berg and
Tracy L. Rowlandson and
Anna Pacheco and
Heather McNairn and
Marc Thibeault and
Jos{\'{e}} Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and
A. Gonzalez{-}Zamora and
Ernesto L{\'{o}}pez{-}Baeza and
Frederik Uldall and
Mark S. Seyfried and
David D. Bosch and
Patrick J. Starks and
Chandra D. Holifield Collins and
John H. Prueger and
Zhongbo Su and
Rogier van der Velde and
Jun Asanuma and
Michael A. Palecki and
Eric E. Small and
Marek Zreda and
Jean{-}Christophe Calvet and
Wade T. Crow and
Yann Kerr},
title = {Assessment of version 4 of the {SMAP} passive soil moisture standard
product},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {3941--3944},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127862},
doi = {10.1109/IGARSS.2017.8127862},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/ONeillCBJCDCPYE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NguyenRFP17,
author = {Tarn Nguyen and
Raviv Raich and
Xiaoli Z. Fern and
Anh T. Pham},
editor = {Naonori Ueda and
Shinji Watanabe and
Tomoko Matsui and
Jen{-}Tzung Chien and
Jan Larsen},
title = {{MIML-AI:} Mixed-supervision multi-instance multi-label learning with
auxiliary information},
booktitle = {27th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2017, Tokyo, Japan, September 25-28, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/MLSP.2017.8168107},
doi = {10.1109/MLSP.2017.8168107},
timestamp = {Tue, 30 Jun 2020 10:25:30 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/NguyenRFP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/springsim/2017tms,
editor = {Fernando Barros and
Xiaolin Hu and
Joachim Denil and
Rhys Goldstein},
title = {Proceedings of the Symposium on Theory of Modeling {\&} Simulation,
Virginia Beach, VA, USA, April 23 - 26, 2017},
publisher = {{ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3108905},
timestamp = {Fri, 20 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/springsim/2017tms.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/AzimiFF16,
author = {Javad Azimi and
Xiaoli Z. Fern and
Alan Fern},
title = {Budgeted Optimization with Constrained Experiments},
journal = {J. Artif. Intell. Res.},
volume = {56},
pages = {119--152},
year = {2016},
url = {https://doi.org/10.1613/jair.4896},
doi = {10.1613/JAIR.4896},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/AzimiFF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ChanBONJCCBDPYE16,
author = {Steven Tsz K. Chan and
Rajat Bindlish and
Peggy E. O'Neill and
Eni G. Njoku and
Thomas J. Jackson and
Andreas Colliander and
Fan Chen and
Mariko Burgin and
Roy Scott Dunbar and
Jeffrey Piepmeier and
Simon Yueh and
Dara Entekhabi and
Michael H. Cosh and
Todd Caldwell and
Jeffrey P. Walker and
Xiaoling Wu and
Aaron A. Berg and
Tracy L. Rowlandson and
Anna Pacheco and
Heather McNairn and
Marc Thibeault and
Jos{\'{e}} Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and
Angel Gonzalez{-}Zamora and
Mark S. Seyfried and
David D. Bosch and
Patrick J. Starks and
David C. Goodrich and
John H. Prueger and
Michael A. Palecki and
Eric E. Small and
Marek Zreda and
Jean{-}Christophe Calvet and
Wade T. Crow and
Yann Kerr},
title = {Assessment of the {SMAP} Passive Soil Moisture Product},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {54},
number = {8},
pages = {4994--5007},
year = {2016},
url = {https://doi.org/10.1109/TGRS.2016.2561938},
doi = {10.1109/TGRS.2016.2561938},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ChanBONJCCBDPYE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PeiFTR16,
author = {Yuanli Pei and
Xiaoli Z. Fern and
Teresa Vania Tjahja and
R{\'{o}}mer Rosales},
title = {Comparing Clustering with Pairwise and Relative Constraints: {A} Unified
Framework},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {2},
pages = {22:1--22:26},
year = {2016},
url = {https://doi.org/10.1145/2996467},
doi = {10.1145/2996467},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/PeiFTR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BriggsFRB16,
author = {Forrest Briggs and
Xiaoli Z. Fern and
Raviv Raich and
Matthew Betts},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Multi-Instance Multi-Label Class Discovery: {A} Computational Approach
for Assessing Bird Biodiversity},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3807--3813},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9907},
doi = {10.1609/AAAI.V30I1.9907},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BriggsFRB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GhaeiniFHT16,
author = {Reza Ghaeini and
Xiaoli Z. Fern and
Liang Huang and
Prasad Tadepalli},
title = {Event Nugget Detection with Forward-Backward Recurrent Neural Networks},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
2: Short Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-2060},
doi = {10.18653/V1/P16-2060},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GhaeiniFHT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/DolatniaFF16,
author = {Nima Dolatnia and
Alan Fern and
Xiaoli Z. Fern},
editor = {Amanda Jane Coles and
Andrew Coles and
Stefan Edelkamp and
Daniele Magazzeni and
Scott Sanner},
title = {Bayesian Optimization with Resource Constraints and Production},
booktitle = {Proceedings of the Twenty-Sixth International Conference on Automated
Planning and Scheduling, {ICAPS} 2016, London, UK, June 12-17, 2016},
pages = {115--123},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS16/paper/view/13151},
timestamp = {Wed, 08 Jun 2016 12:49:09 +0200},
biburl = {https://dblp.org/rec/conf/aips/DolatniaFF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ercimdl/ChenDDDFFHS16,
author = {Xiaoli Chen and
S{\"{u}}nje Dallmeier{-}Tiessen and
Anxhela Dani and
Robin Dasler and
Javier Delgado Fern{\'{a}}ndez and
Pamfilos Fokianos and
Patricia Herterich and
Tibor Simko},
editor = {Norbert Fuhr and
L{\'{a}}szl{\'{o}} Kov{\'{a}}cs and
Thomas Risse and
Wolfgang Nejdl},
title = {{CERN} Analysis Preservation: {A} Novel Digital Library Service to
Enable Reusable and Reproducible Research},
booktitle = {Research and Advanced Technology for Digital Libraries - 20th International
Conference on Theory and Practice of Digital Libraries, {TPDL} 2016,
Hannover, Germany, September 5-9, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9819},
pages = {347--356},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-43997-6\_27},
doi = {10.1007/978-3-319-43997-6\_27},
timestamp = {Sat, 09 Apr 2022 12:34:19 +0200},
biburl = {https://dblp.org/rec/conf/ercimdl/ChenDDDFFHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PhamRF16,
author = {Anh T. Pham and
Raviv Raich and
Xiaoli Z. Fern},
title = {Semi-supervised learning in the presence of novel class instances},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {2419--2423},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472111},
doi = {10.1109/ICASSP.2016.7472111},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PhamRF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbo/ObeidatFT16,
author = {Rasha Obeidat and
Xiaoli Z. Fern and
Prasad Tadepalli},
editor = {Pankaj Jaiswal and
Robert Hoehndorf and
Cecilia N. Arighi and
Austin Meier},
title = {Label Embedding Approach for Transfer Learning},
booktitle = {Proceedings of the Joint International Conference on Biological Ontology
and BioCreative, Corvallis, Oregon, United States, August 1-4, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1747},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1747/BP03\_ICBO2016.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:23 +0100},
biburl = {https://dblp.org/rec/conf/icbo/ObeidatFT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ONeillCCDNBCJBP16,
author = {Peggy E. O'Neill and
Steven Tsz K. Chan and
Andreas Colliander and
Roy Scott Dunbar and
Eni G. Njoku and
Rajat Bindlish and
Fan Chen and
Thomas J. Jackson and
Mariko Burgin and
Jeffrey Piepmeier and
Simon Yueh and
Dara Entekhabi and
Michael H. Cosh and
Todd Caldwell and
Jeffrey P. Walker and
Xiaoling Wu and
Aaron A. Berg and
Tracy L. Rowlandson and
Anna Pacheco and
Heather McNairn and
Marc Thibeault and
Jos{\'{e}} Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and
Angel Gonzalez{-}Zamora and
Mark S. Seyfried and
David D. Bosch and
Patrick J. Starks and
David C. Goodrich and
John H. Prueger and
Michael A. Palecki and
Eric E. Small and
Marek Zreda and
Jean{-}Christophe Calvet and
Wade T. Crow and
Yann Kerr},
title = {Evaluation of the validated Soil Moisture product from the {SMAP}
radiometer},
booktitle = {2016 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2016, Beijing, China, July 10-15, 2016},
pages = {125--128},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IGARSS.2016.7729023},
doi = {10.1109/IGARSS.2016.7729023},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/ONeillCCDNBCJBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/YouRFK16,
author = {Zeyu You and
Raviv Raich and
Xiaoli Z. Fern and
Jinsub Kim},
title = {Weakly-supervised analysis dictionary learning with cardinality constraints},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2016, Palma de
Mallorca, Spain, June 26-29, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSP.2016.7551850},
doi = {10.1109/SSP.2016.7551850},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/YouRFK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/springsim/2016-7,
editor = {Fernando Barros and
Herbert Pr{\"{a}}hofer and
Xiaolin Hu and
Joachim Denil},
title = {Proceedings of the Symposium on Theory of Modeling {\&} Simulation,
{TMS/DEVS} 2016, part of the 2016 Spring Simulation Multiconference,
SpringSim '16, Pasadena, CA, USA, April 3-6, 2016},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2975389},
isbn = {978-1-5108-2321-1},
timestamp = {Sun, 11 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/springsim/2016-7.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/ShahbaziMFT16,
author = {Hamed Shahbazi and
Chao Ma and
Xiaoli Z. Fern and
Prasad Tadepalli},
title = {Cross Lingual Mention and Entity Embeddings for Cross-Lingual Entity
Disambiguation},
booktitle = {Proceedings of the 2016 Text Analysis Conference, {TAC} 2016, Gaithersburg,
Maryland, USA, November 14-15, 2016},
publisher = {{NIST}},
year = {2016},
url = {https://tac.nist.gov/publications/2016/participant.papers/TAC2016.OSU\_DEFT.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:24 +0200},
biburl = {https://dblp.org/rec/conf/tac/ShahbaziMFT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BehmardiBFR16,
author = {Behrouz Behmardi and
Forrest Briggs and
Xiaoli Z. Fern and
Raviv Raich},
title = {Confidence-Constrained Maximum Entropy Framework for Learning from
Multi-Instance Data},
journal = {CoRR},
volume = {abs/1603.01901},
year = {2016},
url = {http://arxiv.org/abs/1603.01901},
eprinttype = {arXiv},
eprint = {1603.01901},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BehmardiBFR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/BriggsFR15,
author = {Forrest Briggs and
Xiaoli Z. Fern and
Raviv Raich},
title = {Context-aware {MIML} instance annotation: exploiting label correlations
with classifier chains},
journal = {Knowl. Inf. Syst.},
volume = {43},
number = {1},
pages = {53--79},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0781-8},
doi = {10.1007/S10115-014-0781-8},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/BriggsFR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XiongPRF15,
author = {Sicheng Xiong and
Yuanli Pei and
R{\'{o}}mer Rosales and
Xiaoli Z. Fern},
title = {Active Learning from Relative Comparisons},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {12},
pages = {3166--3175},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2015.2462365},
doi = {10.1109/TKDE.2015.2462365},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XiongPRF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XieMDMFDT15,
author = {Jun Xie and
Chao Ma and
Janardhan Rao Doppa and
Prashanth Mannem and
Xiaoli Z. Fern and
Thomas G. Dietterich and
Prasad Tadepalli},
editor = {Blai Bonet and
Sven Koenig},
title = {Learning Greedy Policies for the Easy-First Framework},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2339--2345},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9509},
doi = {10.1609/AAAI.V29I1.9509},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XieMDMFDT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/DolatniaFF15,
author = {Nima Dolatnia and
Alan Fern and
Xiaoli Z. Fern},
title = {Toward Embedding Bayesian Optimization in the Lab: Reasoning about
Resource and Actions},
booktitle = {2015 {AAAI} Fall Symposia, Arlington, Virginia, USA, November 12-14,
2015},
pages = {2--8},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS15/paper/view/11680},
timestamp = {Thu, 15 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/DolatniaFF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TjahjaFRP15,
author = {Teresa Vania Tjahja and
Xiaoli Z. Fern and
Raviv Raich and
Anh T. Pham},
title = {Supervised hierarchical segmentation for bird song recording},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {763--767},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178072},
doi = {10.1109/ICASSP.2015.7178072},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TjahjaFRP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PhamRFA15,
author = {Anh T. Pham and
Raviv Raich and
Xiaoli Z. Fern and
Jes{\'{u}}s P{\'{e}}rez Arriaga},
editor = {Francis R. Bach and
David M. Blei},
title = {Multi-instance multi-label learning in the presence of novel class
instances},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2427--2435},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/pham15.html},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PhamRFA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/PhamRF15,
author = {Anh T. Pham and
Raviv Raich and
Xiaoli Z. Fern},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Simultaneous instance annotation and clustering in multi-instance
multi-label learning},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324354},
doi = {10.1109/MLSP.2015.7324354},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/PhamRF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/Ruiz-MunozYRF15,
author = {Jos{\'{e}} Francisco Ruiz{-}Mu{\~{n}}oz and
Zeyu You and
Raviv Raich and
Xiaoli Z. Fern},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Dictionary extraction from a collection of spectrograms for bioacoustics
monitoring},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324357},
doi = {10.1109/MLSP.2015.7324357},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/Ruiz-MunozYRF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PeiLF15,
author = {Yuanli Pei and
Li{-}Ping Liu and
Xiaoli Z. Fern},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Carlos Soares and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge},
title = {Bayesian Active Clustering with Pairwise Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9284},
pages = {235--250},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23528-8\_15},
doi = {10.1007/978-3-319-23528-8\_15},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PeiLF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/springsim/2015-4,
editor = {Fernando Barros and
Moon Ho Wang and
Herbert Pr{\"{a}}hofer and
Xiaolin Hu},
title = {Proceedings of the Symposium on Theory of Modeling {\&} Simulation:
{DEVS} Integrative M{\&}S Symposium, part of the 2015 Spring Simulation
Multiconference, SpringSim '15, Alexandria, VA, USA, April 12-15,
2015},
publisher = {{SCS/ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2872965},
isbn = {978-1-5108-0105-9},
timestamp = {Sun, 11 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/springsim/2015-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PeiFRT15,
author = {Yuanli Pei and
Xiaoli Z. Fern and
R{\'{o}}mer Rosales and
Teresa Vania Tjahja},
title = {Discriminative Clustering with Relative Constraints},
journal = {CoRR},
volume = {abs/1501.00037},
year = {2015},
url = {http://arxiv.org/abs/1501.00037},
eprinttype = {arXiv},
eprint = {1501.00037},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PeiFRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/PeiF14,
author = {Yuanli Pei and
Xiaoli Z. Fern},
title = {Constrained instance clustering in multi-instance multi-label learning},
journal = {Pattern Recognit. Lett.},
volume = {37},
pages = {107--114},
year = {2014},
url = {https://doi.org/10.1016/j.patrec.2013.07.002},
doi = {10.1016/J.PATREC.2013.07.002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/PeiF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XiongAF14,
author = {Sicheng Xiong and
Javad Azimi and
Xiaoli Z. Fern},
title = {Active Learning of Constraints for Semi-Supervised Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {1},
pages = {43--54},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.22},
doi = {10.1109/TKDE.2013.22},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XiongAF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OrrTDFD14,
author = {John Walker Orr and
Prasad Tadepalli and
Janardhan Rao Doppa and
Xiaoli Z. Fern and
Thomas G. Dietterich},
editor = {Carla E. Brodley and
Peter Stone},
title = {Learning Scripts as Hidden Markov Models},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1565--1571},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8940},
doi = {10.1609/AAAI.V28I1.8940},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OrrTDFD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MaDOMFDT14,
author = {Chao Ma and
Janardhan Rao Doppa and
John Walker Orr and
Prashanth Mannem and
Xiaoli Z. Fern and
Thomas G. Dietterich and
Prasad Tadepalli},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {Prune-and-Score: Learning for Greedy Coreference Resolution},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {2115--2126},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/d14-1225},
doi = {10.3115/V1/D14-1225},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MaDOMFDT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PeiCFGW14,
author = {Yuanli Pei and
Arpit Christi and
Xiaoli Z. Fern and
Alex Groce and
Weng{-}Keen Wong},
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Taming a Fuzzer Using Delta Debugging Trails},
booktitle = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
pages = {840--843},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDMW.2014.58},
doi = {10.1109/ICDMW.2014.58},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PeiCFGW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/PhamRF14,
author = {Anh T. Pham and
Raviv Raich and
Xiaoli Z. Fern},
title = {Efficient instance annotation in multi-instance learning},
booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold
Coast, Australia, June 29 - July 2, 2014},
pages = {137--140},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SSP.2014.6884594},
doi = {10.1109/SSP.2014.6884594},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssp/PhamRF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PhamRF14,
author = {Anh T. Pham and
Raviv Raich and
Xiaoli Z. Fern},
title = {Dynamic Programming for Instance Annotation in Multi-instance Multi-label
Learning},
journal = {CoRR},
volume = {abs/1411.4068},
year = {2014},
url = {http://arxiv.org/abs/1411.4068},
eprinttype = {arXiv},
eprint = {1411.4068},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/PhamRF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiongRPF14,
author = {Sicheng Xiong and
R{\'{o}}mer Rosales and
Yuanli Pei and
Xiaoli Z. Fern},
title = {Active Metric Learning from Relative Comparisons},
journal = {CoRR},
volume = {abs/1409.4155},
year = {2014},
url = {http://arxiv.org/abs/1409.4155},
eprinttype = {arXiv},
eprint = {1409.4155},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XiongRPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BriggsFRL13,
author = {Forrest Briggs and
Xiaoli Z. Fern and
Raviv Raich and
Qi Lou},
title = {Instance Annotation for Multi-Instance Multi-Label Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {7},
number = {3},
pages = {14:1--14:30},
year = {2013},
url = {https://dl.acm.org/citation.cfm?id=2500491},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/BriggsFRL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BriggsFR13,
author = {Forrest Briggs and
Xiaoli Z. Fern and
Raviv Raich},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Context-Aware {MIML} Instance Annotation},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {41--50},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.115},
doi = {10.1109/ICDM.2013.115},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BriggsFR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BriggsHRELCHHBFINTFTNNHRMDVMDCHLM13,
author = {Forrest Briggs and
Yonghong Huang and
Raviv Raich and
Konstantinos Eftaxias and
Zhong Lei and
William Cukierski and
Sarah Frey Hadley and
Adam Hadley and
Matthew Betts and
Xiaoli Z. Fern and
Jed Irvine and
Lawrence Neal and
Anil Thomas and
G{\'{a}}bor Fodor and
Grigorios Tsoumakas and
Hong Wei Ng and
Thi Ngoc Tho Nguyen and
Heikki Huttunen and
Pekka Ruusuvuori and
Tapio Manninen and
Aleksandr Diment and
Tuomas Virtanen and
Julien Marzat and
Joseph Defretin and
Dave Callender and
Chris Hurlburt and
Ken Larrey and
Maxim Milakov},
title = {The 9th annual {MLSP} competition: New methods for acoustic classification
of multiple simultaneous bird species in a noisy environment},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2013, Southampton, United Kingdom, September 22-25, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/MLSP.2013.6661934},
doi = {10.1109/MLSP.2013.6661934},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/BriggsHRELCHHBFINTFTNNHRMDVMDCHLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LouRBF13,
author = {Qi Lou and
Raviv Raich and
Forrest Briggs and
Xiaoli Z. Fern},
title = {Novelty detection under multi-label multi-instance framework},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2013, Southampton, United Kingdom, September 22-25, 2013},
pages = {1--6},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/MLSP.2013.6661985},
doi = {10.1109/MLSP.2013.6661985},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/LouRBF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JalaliAFZ13,
author = {Ali Jalali and
Javad Azimi and
Xiaoli Z. Fern and
Ruofei Zhang},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {210--224},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_14},
doi = {10.1007/978-3-642-40988-2\_14},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JalaliAFZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pldi/ChenGZWFER13,
author = {Yang Chen and
Alex Groce and
Chaoqiang Zhang and
Weng{-}Keen Wong and
Xiaoli Z. Fern and
Eric Eide and
John Regehr},
editor = {Hans{-}Juergen Boehm and
Cormac Flanagan},
title = {Taming compiler fuzzers},
booktitle = {{ACM} {SIGPLAN} Conference on Programming Language Design and Implementation,
{PLDI} '13, Seattle, WA, USA, June 16-19, 2013},
pages = {197--208},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2491956.2462173},
doi = {10.1145/2491956.2462173},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pldi/ChenGZWFER13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robio/LiZXKZ13,
author = {Songpo Li and
Jiucai Zhang and
Linting Xue and
Fernando J. Kim and
Xiaoli Zhang},
title = {Attention-aware robotic laparoscope for human-robot cooperative surgery},
booktitle = {{IEEE} International Conference on Robotics and Biomimetics, {ROBIO}
2013, Shenzhen, China, December 12-14, 2013},
pages = {792--797},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ROBIO.2013.6739559},
doi = {10.1109/ROBIO.2013.6739559},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/robio/LiZXKZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robio/ZhangXLK13,
author = {Xiaoli Zhang and
Linting Xue and
Songpo Li and
Fernando J. Kim},
title = {Digital human modeling for ergonomic evaluation of patient table height},
booktitle = {{IEEE} International Conference on Robotics and Biomimetics, {ROBIO}
2013, Shenzhen, China, December 12-14, 2013},
pages = {1480--1485},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ROBIO.2013.6739675},
doi = {10.1109/ROBIO.2013.6739675},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/robio/ZhangXLK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LouRBF13,
author = {Qi Lou and
Raviv Raich and
Forrest Briggs and
Xiaoli Z. Fern},
title = {Novelty Detection Under Multi-Instance Multi-Label Framework},
journal = {CoRR},
volume = {abs/1311.6211},
year = {2013},
url = {http://arxiv.org/abs/1311.6211},
eprinttype = {arXiv},
eprint = {1311.6211},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LouRBF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-5862,
author = {Forrest Briggs and
Xiaoli Z. Fern and
Jed Irvine},
title = {Multi-Label Classifier Chains for Bird Sound},
journal = {CoRR},
volume = {abs/1304.5862},
year = {2013},
url = {http://arxiv.org/abs/1304.5862},
eprinttype = {arXiv},
eprint = {1304.5862},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-5862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AzimiZZNMF12,
author = {Javad Azimi and
Ruofei Zhang and
Yang Zhou and
Vidhya Navalpakkam and
Jianchang Mao and
Xiaoli Z. Fern},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Visual appearance of display ads and its effect on click through rate},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {495--504},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396826},
doi = {10.1145/2396761.2396826},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AzimiZZNMF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AzimiFFBH12,
author = {Javad Azimi and
Alan Fern and
Xiaoli Zhang Fern and
Glencora Borradaile and
Brent Heeringa},
title = {Batch Active Learning via Coordinated Matching},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/607.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AzimiFFBH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AzimiJF12,
author = {Javad Azimi and
Ali Jalali and
Xiaoli Zhang Fern},
title = {Hybrid Batch Bayesian Optimization},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/614.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AzimiJF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BriggsFR12,
author = {Forrest Briggs and
Xiaoli Z. Fern and
Raviv Raich},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Rank-loss support instance machines for {MIML} instance annotation},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {534--542},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339616},
doi = {10.1145/2339530.2339616},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BriggsFR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuF12,
author = {Li{-}Ping Liu and
Xiaoli Z. Fern},
title = {Constructing Training Sets for Outlier Detection},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {919--929},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.79},
doi = {10.1137/1.9781611972825.79},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/BehmardiBFR12,
author = {Behrouz Behmardi and
Forrest Briggs and
Xiaoli Z. Fern and
Raviv Raich},
title = {Regularized joint density estimation for multi-instance learning},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
MI, USA, August 5-8, 2012},
pages = {740--743},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SSP.2012.6319810},
doi = {10.1109/SSP.2012.6319810},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/BehmardiBFR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AzimiZZNMF12,
author = {Javad Azimi and
Ruofei Zhang and
Yang Zhou and
Vidhya Navalpakkam and
Jianchang Mao and
Xiaoli Z. Fern},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {The impact of visual appearance on user response in online display
advertising},
booktitle = {Proceedings of the 21st World Wide Web Conference, {WWW} 2012, Lyon,
France, April 16-20, 2012 (Companion Volume)},
pages = {457--458},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187980.2188075},
doi = {10.1145/2187980.2188075},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/AzimiZZNMF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-2158,
author = {Javad Azimi and
Ruofei Zhang and
Yang Zhou and
Vidhya Navalpakkam and
Jianchang Mao and
Xiaoli Z. Fern},
title = {The Impact of Visual Appearance on User Response in Online Display
Advertising},
journal = {CoRR},
volume = {abs/1202.2158},
year = {2012},
url = {http://arxiv.org/abs/1202.2158},
eprinttype = {arXiv},
eprint = {1202.2158},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-2158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-5597,
author = {Javad Azimi and
Ali Jalali and
Xiaoli Z. Fern},
title = {Hybrid Batch Bayesian Optimization},
journal = {CoRR},
volume = {abs/1202.5597},
year = {2012},
url = {http://arxiv.org/abs/1202.5597},
eprinttype = {arXiv},
eprint = {1202.5597},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-5597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-0047,
author = {Ali Jalali and
Javad Azimi and
Xiaoli Z. Fern},
title = {Exploration vs Exploitation in Bayesian Optimization},
journal = {CoRR},
volume = {abs/1204.0047},
year = {2012},
url = {http://arxiv.org/abs/1204.0047},
eprinttype = {arXiv},
eprint = {1204.0047},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-0047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NealBRF11,
author = {Lawrence Neal and
Forrest Briggs and
Raviv Raich and
Xiaoli Z. Fern},
title = {Time-frequency segmentation of bird song in noisy acoustic environments},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {2012--2015},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946906},
doi = {10.1109/ICASSP.2011.5946906},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NealBRF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AzimiFF11,
author = {Javad Azimi and
Alan Fern and
Xiaoli Z. Fern},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Budgeted Optimization with Concurrent Stochastic-Duration Experiments},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1098--1106},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/3a066bda8c96b9478bb0512f0a43028c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AzimiFF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SorowerDDOTF11,
author = {Shahed Sorower and
Thomas G. Dietterich and
Janardhan Rao Doppa and
John Walker Orr and
Prasad Tadepalli and
Xiaoli Z. Fern},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Inverting Grice's Maxims to Learn Rules from Natural Language Extractions},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1053--1061},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/8c7bbbba95c1025975e548cee86dfadc-Abstract.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SorowerDDOTF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DoppaSNODFTI11,
author = {Janardhan Rao Doppa and
Shahed Sorower and
Mohammad NasrEsfahani and
John Walker Orr and
Thomas G. Dietterich and
Xiaoli Z. Fern and
Prasad Tadepalli and
Jed Irvine},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Learning Rules from Incomplete Examples via Implicit Mention Models},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {197--212},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/doppa11/doppa11.pdf},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DoppaSNODFTI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-3347,
author = {Javad Azimi and
Ali Jalali and
Xiaoli Z. Fern},
title = {Dynamic Batch Bayesian Optimization},
journal = {CoRR},
volume = {abs/1110.3347},
year = {2011},
url = {http://arxiv.org/abs/1110.3347},
eprinttype = {arXiv},
eprint = {1110.3347},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-3347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/FernDD10,
author = {Xiaoli Z. Fern and
Ian Davidson and
Jennifer G. Dy},
title = {MultiClust 2010: discovering, summarizing and using multiple clusterings},
journal = {{SIGKDD} Explor.},
volume = {12},
number = {2},
pages = {47--49},
year = {2010},
url = {https://doi.org/10.1145/1964897.1964910},
doi = {10.1145/1964897.1964910},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/FernDD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CuiFD10,
author = {Ying Cui and
Xiaoli Z. Fern and
Jennifer G. Dy},
title = {Learning multiple nonredundant clusterings},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {4},
number = {3},
pages = {15:1--15:32},
year = {2010},
url = {https://doi.org/10.1145/1839490.1839496},
doi = {10.1145/1839490.1839496},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/CuiFD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tochi/FernKGB10,
author = {Xiaoli Z. Fern and
Chaitanya Komireddy and
Valentina Grigoreanu and
Margaret M. Burnett},
title = {Mining problem-solving strategies from {HCI} data},
journal = {{ACM} Trans. Comput. Hum. Interact.},
volume = {17},
number = {1},
pages = {3:1--3:22},
year = {2010},
url = {https://doi.org/10.1145/1721831.1721834},
doi = {10.1145/1721831.1721834},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tochi/FernKGB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AzimiFFBCFLJS10,
author = {Javad Azimi and
Xiaoli Z. Fern and
Alan Fern and
Elizabeth Burrows and
Frank Chaplen and
Yanzhen Fan and
Hong Liu and
Jun Jaio and
Rebecca Schaller},
editor = {Maria Fox and
David Poole},
title = {Myopic Policies for Budgeted Optimization with Constrained Experiments},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {388--393},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7668},
doi = {10.1609/AAAI.V24I1.7668},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AzimiFFBCFLJS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AzimiFF10,
author = {Javad Azimi and
Alan Fern and
Xiaoli Z. Fern},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Batch Bayesian Optimization via Simulation Matching},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {109--117},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/e702e51da2c0f5be4dd354bb3e295d37-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AzimiFF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BriggsRF09,
author = {Forrest Briggs and
Raviv Raich and
Xiaoli Z. Fern},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Audio Classification of Bird Species: {A} Statistical Manifold Approach},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {51--60},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.65},
doi = {10.1109/ICDM.2009.65},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BriggsRF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangSFD09,
author = {Wei Zhang and
Akshat Surve and
Xiaoli Z. Fern and
Thomas G. Dietterich},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Learning non-redundant codebooks for classifying complex objects},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1241--1248},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553533},
doi = {10.1145/1553374.1553533},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangSFD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LakshminarayananRF09,
author = {Balaji Lakshminarayanan and
Raviv Raich and
Xiaoli Z. Fern},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {A Syllable-Level Probabilistic Framework for Bird Species Identification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {53--59},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.79},
doi = {10.1109/ICMLA.2009.79},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/LakshminarayananRF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AzimiF09,
author = {Javad Azimi and
Xiaoli Z. Fern},
editor = {Craig Boutilier},
title = {Adaptive Cluster Ensemble Selection},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {992--997},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/168.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AzimiF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/AzimiCF09,
author = {Javad Azimi and
Paul Cull and
Xiaoli Z. Fern},
editor = {Jos{\'{e}} Mira Mira and
Jos{\'{e}} Manuel Ferr{\'{a}}ndez and
Jos{\'{e}} R. {\'{A}}lvarez and
F{\'{e}}lix de la Paz and
F. Javier Toledo},
title = {Clustering Ensembles Using Ants Algorithm},
booktitle = {Methods and Models in Artificial and Natural Computation. {A} Homage
to Professor Mira.s Scientific Legacy, Third International Work-Conference
on the Interplay Between Natural and Artificial Computation, {IWINAC}
2009, Santiago de Compostela, Spain, June 22-26, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5601},
pages = {295--304},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02264-7\_31},
doi = {10.1007/978-3-642-02264-7\_31},
timestamp = {Sun, 04 Aug 2024 19:42:20 +0200},
biburl = {https://dblp.org/rec/conf/iwinac/AzimiCF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FernL08,
author = {Xiaoli Z. Fern and
Wei Lin},
title = {Cluster Ensemble Selection},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {128--141},
year = {2008},
url = {https://doi.org/10.1002/sam.10008},
doi = {10.1002/SAM.10008},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FernL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/SubrahmaniyanBGBWNBDF08,
author = {Neeraja Subrahmaniyan and
Laura Beckwith and
Valentina Grigoreanu and
Margaret M. Burnett and
Susan Wiedenbeck and
Vaishnavi Narayanan and
Karin Bucht and
Russell Drummond and
Xiaoli Z. Fern},
editor = {Mary Czerwinski and
Arnold M. Lund and
Desney S. Tan},
title = {Testing vs. code inspection vs. what else?: male and female end users'
debugging strategies},
booktitle = {Proceedings of the 2008 Conference on Human Factors in Computing Systems,
{CHI} 2008, 2008, Florence, Italy, April 5-10, 2008},
pages = {617--626},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1357054.1357153},
doi = {10.1145/1357054.1357153},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/SubrahmaniyanBGBWNBDF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FernL08,
author = {Xiaoli Z. Fern and
Wei Lin},
title = {Cluster Ensemble Selection},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {787--797},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.71},
doi = {10.1137/1.9781611972788.71},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FernL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CuiFD07,
author = {Ying Cui and
Xiaoli Z. Fern and
Jennifer G. Dy},
title = {Non-redundant Multi-view Clustering via Orthogonalization},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {133--142},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.94},
doi = {10.1109/ICDM.2007.94},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CuiFD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FernKB07,
author = {Xiaoli Z. Fern and
Chaitanya Komireddy and
Margaret M. Burnett},
title = {Mining Interpretable Human Strategies: {A} Case Study},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {475--480},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.19},
doi = {10.1109/ICDM.2007.19},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FernKB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vl/GrigoreanuBFYKNCB06,
author = {Valentina Grigoreanu and
Laura Beckwith and
Xiaoli Z. Fern and
Sherry Yang and
Chaitanya Komireddy and
Vaishnavi Narayanan and
Curtis R. Cook and
Margaret M. Burnett},
title = {Gender Differences in End-User Debugging, Revisited: What the Miners
Found},
booktitle = {2006 {IEEE} Symposium on Visual Languages and Human-Centric Computing
{(VL/HCC} 2006), 4-8 September 2006, Brighton, {UK}},
pages = {19--26},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/VLHCC.2006.24},
doi = {10.1109/VLHCC.2006.24},
timestamp = {Fri, 06 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vl/GrigoreanuBFYKNCB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FernBF05,
author = {Xiaoli Zhang Fern and
Carla E. Brodley and
Mark A. Friedl},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Correlation Clustering for Learning Mixtures of Canonical Correlation
Models},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {439--448},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.39},
doi = {10.1137/1.9781611972757.39},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FernBF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FernB04,
author = {Xiaoli Zhang Fern and
Carla E. Brodley},
editor = {Carla E. Brodley},
title = {Solving cluster ensemble problems by bipartite graph partitioning},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015414},
doi = {10.1145/1015330.1015414},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FernB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FernB03,
author = {Xiaoli Zhang Fern and
Carla E. Brodley},
editor = {Tom Fawcett and
Nina Mishra},
title = {Boosting Lazy Decision Trees},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {178--185},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-026.php},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FernB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FernB03a,
author = {Xiaoli Zhang Fern and
Carla E. Brodley},
editor = {Tom Fawcett and
Nina Mishra},
title = {Random Projection for High Dimensional Data Clustering: {A} Cluster
Ensemble Approach},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {186--193},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-027.php},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FernB03a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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