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ORCIDBibTeX records: Zhi-Hua Zhou
@article{DBLP:journals/ai/ZhaoSZZ24,
author = {Peng Zhao and
Jia{-}Wei Shan and
Yu{-}Jie Zhang and
Zhi{-}Hua Zhou},
title = {Exploratory machine learning with unknown unknowns},
journal = {Artif. Intell.},
volume = {327},
pages = {104059},
year = {2024},
url = {https://doi.org/10.1016/j.artint.2023.104059},
doi = {10.1016/J.ARTINT.2023.104059},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/ZhaoSZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TanTJZ24,
author = {Peng Tan and
Zhi{-}Hao Tan and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Towards enabling learnware to handle heterogeneous feature spaces},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1839--1860},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06245-1},
doi = {10.1007/S10994-022-06245-1},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TanTJZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WuZJZ24,
author = {Jin{-}Hui Wu and
Shao{-}Qun Zhang and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Theoretical Exploration of Flexible Transmitter Model},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {3},
pages = {3674--3688},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3195909},
doi = {10.1109/TNNLS.2022.3195909},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WuZJZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HeDYZ24,
author = {Yu{-}Cheng He and
Yao{-}Xiang Ding and
Han{-}Jia Ye and
Zhi{-}Hua Zhou},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Learning Only When It Matters: Cost-Aware Long-Tailed Classification},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {12411--12420},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29133},
doi = {10.1609/AAAI.V38I11.29133},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HeDYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Li0Z24,
author = {Long{-}Fei Li and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear
Function Approximation},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {13572--13580},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i12.29261},
doi = {10.1609/AAAI.V38I12.29261},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Li0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuTZ24,
author = {Jian{-}Dong Liu and
Zhi{-}Hao Tan and
Zhi{-}Hua Zhou},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Towards Making Learnware Specification and Market Evolvable},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {13909--13917},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i12.29298},
doi = {10.1609/AAAI.V38I12.29298},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuTZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangSTLDZ24,
author = {Xiaowen Yang and
Jie{-}Jing Shao and
Wei{-}Wei Tu and
Yu{-}Feng Li and
Wang{-}Zhou Dai and
Zhi{-}Hua Zhou},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Safe Abductive Learning in the Presence of Inaccurate Rules},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {16361--16369},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i15.29572},
doi = {10.1609/AAAI.V38I15.29572},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangSTLDZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14427,
author = {Zhi{-}Hao Tan and
Jian{-}Dong Liu and
Xiao{-}Dong Bi and
Peng Tan and
Qin{-}Cheng Zheng and
Hai{-}Tian Liu and
Yi Xie and
Xiao{-}Chuan Zou and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Beimingwu: {A} Learnware Dock System},
journal = {CoRR},
volume = {abs/2401.14427},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14427},
doi = {10.48550/ARXIV.2401.14427},
eprinttype = {arXiv},
eprint = {2401.14427},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04568,
author = {Long{-}Fei Li and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit
Feedback and Unknown Transition},
journal = {CoRR},
volume = {abs/2403.04568},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04568},
doi = {10.48550/ARXIV.2403.04568},
eprinttype = {arXiv},
eprint = {2403.04568},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/WangQZ23,
author = {Tian{-}Zuo Wang and
Tian Qin and
Zhi{-}Hua Zhou},
title = {Sound and complete causal identification with latent variables given
local background knowledge},
journal = {Artif. Intell.},
volume = {322},
pages = {103964},
year = {2023},
url = {https://doi.org/10.1016/j.artint.2023.103964},
doi = {10.1016/J.ARTINT.2023.103964},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/WangQZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhaoYWZ23,
author = {Peng Zhao and
Yu{-}Hu Yan and
Yu{-}Xiang Wang and
Zhi{-}Hua Zhou},
title = {Non-stationary Online Learning with Memory and Non-stochastic Control},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {206:1--206:70},
year = {2023},
url = {http://jmlr.org/papers/v24/22-0218.html},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ZhaoYWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuXLZ23,
author = {Xi{-}Zhu Wu and
Wenkai Xu and
Song Liu and
Zhi{-}Hua Zhou},
title = {Model Reuse With Reduced Kernel Mean Embedding Specification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {1},
pages = {699--710},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3086619},
doi = {10.1109/TKDE.2021.3086619},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WuXLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuzhangPGLSZLDZ23,
author = {Guangda Huzhang and
Zhen{-}Jia Pang and
Yongqing Gao and
Yawen Liu and
Weijie Shen and
Wen{-}Ji Zhou and
Qianying Lin and
Qing Da and
Anxiang Zeng and
Han Yu and
Yang Yu and
Zhi{-}Hua Zhou},
title = {AliExpress Learning-to-Rank: Maximizing Online Model Performance Without
Going Online},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {2},
pages = {1214--1226},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3098898},
doi = {10.1109/TKDE.2021.3098898},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/HuzhangPGLSZLDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TingXWZ23,
author = {Kai Ming Ting and
Bi{-}Cun Xu and
Takashi Washio and
Zhi{-}Hua Zhou},
title = {Isolation Distributional Kernel: {A} New Tool for Point and Group
Anomaly Detections},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {3},
pages = {2697--2710},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3120277},
doi = {10.1109/TKDE.2021.3120277},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TingXWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuangD0Z23,
author = {Yu{-}Xuan Huang and
Wang{-}Zhou Dai and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Enabling Knowledge Refinement upon New Concepts in Abductive Learning},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {7928--7935},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.25959},
doi = {10.1609/AAAI.V37I7.25959},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuangD0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhengLZ0Z23,
author = {Qin{-}Cheng Zheng and
Shen{-}Huan Lyu and
Shao{-}Qun Zhang and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Consistency Rate of Decision Tree Learning Algorithms},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7824--7848},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zheng23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhengLZ0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Wang0Z23,
author = {Jing Wang and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Revisiting Weighted Strategy for Non-stationary Parametric Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7913--7942},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23k.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Wang0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShanZZ23,
author = {Jia{-}Wei Shan and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Beyond Performative Prediction: Open-environment Learning with Presence
of Corruptions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7981--7998},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shan23a.html},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ShanZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dai2/YuanLZCZG0Z23,
author = {Lei Yuan and
Lihe Li and
Ziqian Zhang and
Feng Chen and
Tianyi Zhang and
Cong Guan and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Learning to Coordinate with Anyone},
booktitle = {The Fifth International Conference on Distributed Artificial Intelligence,
{DAI} 2023, Singapore, 30 November 2023 - 3 December 2023},
pages = {4:1--4:9},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3627676.3627678},
doi = {10.1145/3627676.3627678},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dai2/YuanLZCZG0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/XieT0Z23,
author = {Yi Xie and
Zhi{-}Hao Tan and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {Identifying Helpful Learnwares Without Examining the Whole Market},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {2752--2759},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230585},
doi = {10.3233/FAIA230585},
timestamp = {Wed, 18 Oct 2023 09:31:16 +0200},
biburl = {https://dblp.org/rec/conf/ecai/XieT0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QianBZZZ23,
author = {Yuyang Qian and
Yong Bai and
Zhen{-}Yu Zhang and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Handling New Class in Online Label Shift},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1283--1288},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00162},
doi = {10.1109/ICDM58522.2023.00162},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QianBZZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CaiDC0SZ23,
author = {Xin{-}Qiang Cai and
Yao{-}Xiang Ding and
Zi{-}Xuan Chen and
Yuan Jiang and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Seeing Differently, Acting Similarly: Heterogeneously Observable Imitation
Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=3ULaIHxn9u7},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CaiDC0SZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Guo0LZ23,
author = {Lan{-}Zhe Guo and
Zhi Zhou and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Identifying Useful Learnwares for Heterogeneous Label Spaces},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {12122--12131},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/guo23l.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Guo0LZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangQZ23,
author = {Tian{-}Zuo Wang and
Tian Qin and
Zhi{-}Hua Zhou},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Estimating Possible Causal Effects with Latent Variables via Adjustment},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {36308--36335},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/wang23ag.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangQZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yan0Z23,
author = {Yu{-}Hu Yan and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Fast Rates in Time-Varying Strongly Monotone Games},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {39138--39164},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/yan23f.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Yan0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuangSLTD0JZ23,
author = {Yu{-}Xuan Huang and
Zequn Sun and
Guangyao Li and
Xiaobin Tian and
Wang{-}Zhou Dai and
Wei Hu and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Enabling Abductive Learning to Exploit Knowledge Graph},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {3839--3847},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/427},
doi = {10.24963/IJCAI.2023/427},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuangSLTD0JZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TanT0Z23,
author = {Peng Tan and
Zhi{-}Hao Tan and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Handling Learnwares Developed from Heterogeneous Feature Spaces without
Auxiliary Data},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4235--4243},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/471},
doi = {10.24963/IJCAI.2023/471},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TanT0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/00050ZYZ23,
author = {Lijun Zhang and
Peng Zhao and
Zhen{-}Hua Zhuang and
Tianbao Yang and
Zhi{-}Hua Zhou},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Stochastic Approximation Approaches to Group Distributionally Robust
Optimization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a4b6ad6b48850c0c331d1259fc66a69c-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/00050ZYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Li0Z23,
author = {Long{-}Fei Li and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Dynamic Regret of Adversarial Linear Mixture MDPs},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/becd02b89259774da2ede23116a80648-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Li0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinWZ23,
author = {Tian Qin and
Tian{-}Zuo Wang and
Zhi{-}Hua Zhou},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Rehearsal Learning for Avoiding Undesired Future},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/fed1ea8dcc2a13f3835cc854e8c8294c-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QinWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuZ0Z23,
author = {Jin{-}Hui Wu and
Shao{-}Qun Zhang and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Complex-valued Neurons Can Learn More but Slower than Real-valued
Neurons via Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4ac4365b98bc242acd5ab974a05c68a8-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuZ0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieYBGZ23,
author = {Xinran Xie and
Man{-}Jie Yuan and
Xuetong Bai and
Wei Gao and
Zhi{-}Hua Zhou},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {On the Gini-impurity Preservation For Privacy Random Forests},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8d6b1d775014eff18256abeb207202ad-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XieYBGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YanZZ23,
author = {Yu{-}Hu Yan and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Universal Online Learning with Gradient Variations: {A} Multi-layer
Online Ensemble Approach},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/76818d8d85e05e45ce3a16a8468619d1-Abstract-Conference.html},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YanZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/QinWZ23,
author = {Tian Qin and
Tian{-}Zuo Wang and
Zhi{-}Hua Zhou},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Learning Causal Structure on Mixed Data with Tree-Structured Functional
Models},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {613--621},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch69},
doi = {10.1137/1.9781611977653.CH69},
timestamp = {Tue, 17 Oct 2023 16:39:08 +0200},
biburl = {https://dblp.org/rec/conf/sdm/QinWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2023,
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653},
doi = {10.1137/1.9781611977653},
isbn = {978-1-61197-765-3},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09267,
author = {Lijun Zhang and
Peng Zhao and
Tianbao Yang and
Zhi{-}Hua Zhou},
title = {Stochastic Approximation Approaches to Group Distributionally Robust
Optimization},
journal = {CoRR},
volume = {abs/2302.09267},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09267},
doi = {10.48550/ARXIV.2302.09267},
eprinttype = {arXiv},
eprint = {2302.09267},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-02691,
author = {Jing Wang and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {Revisiting Weighted Strategy for Non-stationary Parametric Bandits},
journal = {CoRR},
volume = {abs/2303.02691},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.02691},
doi = {10.48550/ARXIV.2303.02691},
eprinttype = {arXiv},
eprint = {2303.02691},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-02691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02217,
author = {Zhi{-}Hua Zhou},
title = {Stream Efficient Learning},
journal = {CoRR},
volume = {abs/2305.02217},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02217},
doi = {10.48550/ARXIV.2305.02217},
eprinttype = {arXiv},
eprint = {2305.02217},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14258,
author = {Zheng Xie and
Yu Liu and
Haoyuan He and
Ming Li and
Zhi{-}Hua Zhou},
title = {Weakly Supervised {AUC} Optimization: {A} Unified Partial {AUC} Approach},
journal = {CoRR},
volume = {abs/2305.14258},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14258},
doi = {10.48550/ARXIV.2305.14258},
eprinttype = {arXiv},
eprint = {2305.14258},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08360,
author = {Yu{-}Hu Yan and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {Universal Online Learning with Gradual Variations: {A} Multi-layer
Online Ensemble Approach},
journal = {CoRR},
volume = {abs/2307.08360},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08360},
doi = {10.48550/ARXIV.2307.08360},
eprinttype = {arXiv},
eprint = {2307.08360},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08911,
author = {Peng Zhao and
Yan{-}Feng Xie and
Lijun Zhang and
Zhi{-}Hua Zhou},
title = {Efficient Methods for Non-stationary Online Learning},
journal = {CoRR},
volume = {abs/2309.08911},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08911},
doi = {10.48550/ARXIV.2309.08911},
eprinttype = {arXiv},
eprint = {2309.08911},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12633,
author = {Lei Yuan and
Lihe Li and
Ziqian Zhang and
Feng Chen and
Tianyi Zhang and
Cong Guan and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Learning to Coordinate with Anyone},
journal = {CoRR},
volume = {abs/2309.12633},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12633},
doi = {10.48550/ARXIV.2309.12633},
eprinttype = {arXiv},
eprint = {2309.12633},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/QianLZ22,
author = {Chao Qian and
Dan{-}Xuan Liu and
Zhi{-}Hua Zhou},
title = {Result diversification by multi-objective evolutionary algorithms
with theoretical guarantees},
journal = {Artif. Intell.},
volume = {309},
pages = {103737},
year = {2022},
url = {https://doi.org/10.1016/j.artint.2022.103737},
doi = {10.1016/J.ARTINT.2022.103737},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/QianLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GaoXZ22,
author = {Wei Gao and
Fan Xu and
Zhi{-}Hua Zhou},
title = {Towards convergence rate analysis of random forests for classification},
journal = {Artif. Intell.},
volume = {313},
pages = {103788},
year = {2022},
url = {https://doi.org/10.1016/j.artint.2022.103788},
doi = {10.1016/J.ARTINT.2022.103788},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/GaoXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/Zhou22,
author = {Zhi{-}Hua Zhou},
title = {Rehearsal: learning from prediction to decision},
journal = {Frontiers Comput. Sci.},
volume = {16},
number = {1},
year = {2022},
url = {https://doi.org/10.1007/s11704-022-2900-0},
doi = {10.1007/S11704-022-2900-0},
timestamp = {Sun, 24 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/Zhou22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LyuWZ22,
author = {Shen{-}Huan Lyu and
Lu Wang and
Zhi{-}Hua Zhou},
title = {Improving generalization of deep neural networks by leveraging margin
distribution},
journal = {Neural Networks},
volume = {151},
pages = {48--60},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.03.019},
doi = {10.1016/J.NEUNET.2022.03.019},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LyuWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhangGZ22,
author = {Shao{-}Qun Zhang and
Wei Gao and
Zhi{-}Hua Zhou},
title = {Towards understanding theoretical advantages of complex-reaction networks},
journal = {Neural Networks},
volume = {151},
pages = {80--93},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.03.024},
doi = {10.1016/J.NEUNET.2022.03.024},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZhangGZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/HanMWZCGCP22,
author = {Songtao Han and
Haijun Man and
Mei Wang and
Zhi{-}Hua Zhou and
Jianfeng Cao and
Wei Gao and
Lue Chen and
Jinsong Ping},
title = {Analysis and Demonstration of First Cross-Support Interferometry Tracking
in China Mars Mission},
journal = {Remote. Sens.},
volume = {14},
number = {16},
pages = {4117},
year = {2022},
url = {https://doi.org/10.3390/rs14164117},
doi = {10.3390/RS14164117},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/HanMWZCGCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PangTZZ22,
author = {Ming Pang and
Kai Ming Ting and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {Improving Deep Forest by Screening},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {9},
pages = {4298--4312},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3038799},
doi = {10.1109/TKDE.2020.3038799},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/PangTZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZJZ22,
author = {Zhen{-}Yu Zhang and
Peng Zhao and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Learning From Incomplete and Inaccurate Supervision},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {12},
pages = {5854--5868},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2021.3061215},
doi = {10.1109/TKDE.2021.3061215},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZJZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangZ22,
author = {Jun Wang and
Zhi{-}Hua Zhou},
title = {Margin Distribution Analysis},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {8},
pages = {3948--3960},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3054979},
doi = {10.1109/TNNLS.2021.3054979},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HouZZ22,
author = {Bo{-}Jian Hou and
Lijun Zhang and
Zhi{-}Hua Zhou},
title = {Prediction With Unpredictable Feature Evolution},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {10},
pages = {5706--5715},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3071311},
doi = {10.1109/TNNLS.2021.3071311},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HouZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/00060Z22,
author = {Peng Zhao and
Yu{-}Xiang Wang and
Zhi{-}Hua Zhou},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Non-stationary Online Learning with Memory and Non-stochastic Control},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {2101--2133},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/zhao22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/00060Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ChenCJZ22,
author = {Zi{-}Xuan Chen and
Xin{-}Qiang Cai and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Piotr Faliszewski and
Viviana Mascardi and
Catherine Pelachaud and
Matthew E. Taylor},
title = {Anomaly Guided Policy Learning from Imperfect Demonstrations},
booktitle = {21st International Conference on Autonomous Agents and Multiagent
Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022},
pages = {244--252},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
{(IFAAMAS)}},
year = {2022},
url = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p244.pdf},
doi = {10.5555/3535850.3535879},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ChenCJZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LuoZZZ22,
author = {Haipeng Luo and
Mengxiao Zhang and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Corralling a Larger Band of Bandits: {A} Case Study on Switching Regret
for Linear Bandits},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {3635--3684},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/luo22b.html},
timestamp = {Tue, 12 Jul 2022 17:36:51 +0200},
biburl = {https://dblp.org/rec/conf/colt/LuoZZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoTGZ22,
author = {Jun{-}Qi Guo and
Ming{-}Zhuo Teng and
Wei Gao and
Zhi{-}Hua Zhou},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Fast Provably Robust Decision Trees and Boosting},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {8127--8144},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/guo22h.html},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuoTGZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang0LZ22,
author = {Mengxiao Zhang and
Peng Zhao and
Haipeng Luo and
Zhi{-}Hua Zhou},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {No-Regret Learning in Time-Varying Zero-Sum Games},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {26772--26808},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhang22an.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhang0LZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoLZ22,
author = {Peng Zhao and
Longfei Li and
Zhi{-}Hua Zhou},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Dynamic Regret of Online Markov Decision Processes},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {26865--26894},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhao22c.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangQZJZ22,
author = {Zhen{-}Yu Zhang and
Yuyang Qian and
Yu{-}Jie Zhang and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Adaptive Learning for Weakly Labeled Streams},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2556--2564},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539351},
doi = {10.1145/3534678.3539351},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangQZJZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0006X0Z22,
author = {Peng Zhao and
Yan{-}Feng Xie and
Lijun Zhang and
Zhi{-}Hua Zhou},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Efficient Methods for Non-stationary Online Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/4b70484ebef62484e0c8cdd269e482fd-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0006X0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaiZ0SZ22,
author = {Yong Bai and
Yu{-}Jie Zhang and
Peng Zhao and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Adapting to Online Label Shift with Provable Guarantees},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c19c4def293b6a63db1ff27143dd4f10-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BaiZ0SZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DingWZZ22,
author = {Yao{-}Xiang Ding and
Xi{-}Zhu Wu and
Kun Zhou and
Zhi{-}Hua Zhou},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Pre-Trained Model Reusability Evaluation for Small-Data Transfer Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f308b5f207348484552997c536375654-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DingWZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LyuHZ22,
author = {Shen{-}Huan Lyu and
Yi{-}Xiao He and
Zhi{-}Hua Zhou},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Depth is More Powerful than Width with Prediction Concatenation in
Deep Forest},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c017e92288b5056c578bb6b0b69d9e76-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LyuHZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TanX0Z22,
author = {Zhi{-}Hao Tan and
Yi Xie and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural
Networks},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/dc06d4d2792265fb5454a6092bfd5c6a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TanX0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangQZ22,
author = {Tian{-}Zuo Wang and
Tian Qin and
Zhi{-}Hua Zhou},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Sound and Complete Causal Identification with Latent Variables Given
Local Background Knowledge},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/4334031bd9d518af18a6aba32ad70c8e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangQZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangZ22,
author = {Shao{-}Qun Zhang and
Zhi{-}Hua Zhou},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Theoretically Provable Spiking Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7abbcb05a5d55157ede410bb718e32d7-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/WuHQZ22,
author = {Yu{-}Chang Wu and
Yi{-}Xiao He and
Chao Qian and
Zhi{-}Hua Zhou},
editor = {G{\"{u}}nter Rudolph and
Anna V. Kononova and
Hern{\'{a}}n E. Aguirre and
Pascal Kerschke and
Gabriela Ochoa and
Tea Tusar},
title = {Multi-objective Evolutionary Ensemble Pruning Guided by Margin Distribution},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XVII} - 17th International
Conference, {PPSN} 2022, Dortmund, Germany, September 10-14, 2022,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13398},
pages = {427--441},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14714-2\_30},
doi = {10.1007/978-3-031-14714-2\_30},
timestamp = {Tue, 16 Aug 2022 16:15:41 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/WuHQZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2022,
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172},
doi = {10.1137/1.9781611977172},
isbn = {978-1-61197-717-2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12736,
author = {Mengxiao Zhang and
Peng Zhao and
Haipeng Luo and
Zhi{-}Hua Zhou},
title = {No-Regret Learning in Time-Varying Zero-Sum Games},
journal = {CoRR},
volume = {abs/2201.12736},
year = {2022},
url = {https://arxiv.org/abs/2201.12736},
eprinttype = {arXiv},
eprint = {2201.12736},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06151,
author = {Haipeng Luo and
Mengxiao Zhang and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {Corralling a Larger Band of Bandits: {A} Case Study on Switching Regret
for Linear Bandits},
journal = {CoRR},
volume = {abs/2202.06151},
year = {2022},
url = {https://arxiv.org/abs/2202.06151},
eprinttype = {arXiv},
eprint = {2202.06151},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00423,
author = {Zhi{-}Hua Zhou},
title = {Open Environment Machine Learning},
journal = {CoRR},
volume = {abs/2206.00423},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00423},
doi = {10.48550/ARXIV.2206.00423},
eprinttype = {arXiv},
eprint = {2206.00423},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02121,
author = {Yong Bai and
Yu{-}Jie Zhang and
Peng Zhao and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Adapting to Online Label Shift with Provable Guarantees},
journal = {CoRR},
volume = {abs/2207.02121},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02121},
doi = {10.48550/ARXIV.2207.02121},
eprinttype = {arXiv},
eprint = {2207.02121},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-12483,
author = {Peng Zhao and
Longfei Li and
Zhi{-}Hua Zhou},
title = {Dynamic Regret of Online Markov Decision Processes},
journal = {CoRR},
volume = {abs/2208.12483},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.12483},
doi = {10.48550/ARXIV.2208.12483},
eprinttype = {arXiv},
eprint = {2208.12483},
timestamp = {Wed, 31 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-12483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03647,
author = {Zhi{-}Hua Zhou and
Zhi{-}Hao Tan},
title = {Learnware: Small Models Do Big},
journal = {CoRR},
volume = {abs/2210.03647},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03647},
doi = {10.48550/ARXIV.2210.03647},
eprinttype = {arXiv},
eprint = {2210.03647},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/Zhou21a,
author = {Zhi{-}Hua Zhou},
title = {Machine Learning},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-981-15-1967-3},
doi = {10.1007/978-981-15-1967-3},
isbn = {978-981-15-1966-6},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/Zhou21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GaoZYZ21,
author = {Wei Gao and
Teng Zhang and
Bin{-}Bin Yang and
Zhi{-}Hua Zhou},
title = {On the noise estimation statistics},
journal = {Artif. Intell.},
volume = {293},
pages = {103451},
year = {2021},
url = {https://doi.org/10.1016/j.artint.2021.103451},
doi = {10.1016/J.ARTINT.2021.103451},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/GaoZYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/Zhou21,
author = {Zhi{-}Hua Zhou},
title = {Why over-parameterization of deep neural networks does not overfit?},
journal = {Sci. China Inf. Sci.},
volume = {64},
number = {1},
year = {2021},
url = {https://doi.org/10.1007/s11432-020-2885-6},
doi = {10.1007/S11432-020-2885-6},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/Zhou21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhaoWZZ21,
author = {Peng Zhao and
Guanghui Wang and
Lijun Zhang and
Zhi{-}Hua Zhou},
title = {Bandit Convex Optimization in Non-stationary Environments},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {125:1--125:45},
year = {2021},
url = {http://jmlr.org/papers/v22/20-763.html},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ZhaoWZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangZZ21,
author = {Shao{-}Qun Zhang and
Zhao{-}Yu Zhang and
Zhi{-}Hua Zhou},
title = {Bifurcation Spiking Neural Network},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {253:1--253:21},
year = {2021},
url = {http://jmlr.org/papers/v22/20-1031.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ZhangZ21,
author = {Shao{-}Qun Zhang and
Zhi{-}Hua Zhou},
title = {Flexible Transmitter Network},
journal = {Neural Comput.},
volume = {33},
number = {11},
pages = {2951--2970},
year = {2021},
url = {https://doi.org/10.1162/neco\_a\_01431},
doi = {10.1162/NECO\_A\_01431},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/ZhangZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiGZ21,
author = {Yu{-}Feng Li and
Lan{-}Zhe Guo and
Zhi{-}Hua Zhou},
title = {Towards Safe Weakly Supervised Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {1},
pages = {334--346},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2019.2922396},
doi = {10.1109/TPAMI.2019.2922396},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LiGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YeZJZ21,
author = {Han{-}Jia Ye and
De{-}Chuan Zhan and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Heterogeneous Few-Shot Model Rectification With Semantic Mapping},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {11},
pages = {3878--3891},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2020.2994749},
doi = {10.1109/TPAMI.2020.2994749},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/YeZJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoWXGZ21,
author = {Peng Zhao and
Xinqiang Wang and
Siyu Xie and
Lei Guo and
Zhi{-}Hua Zhou},
title = {Distribution-Free One-Pass Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {3},
pages = {951--963},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2937078},
doi = {10.1109/TKDE.2019.2937078},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoWXGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WeiYMWSZ21,
author = {Xiu{-}Shen Wei and
Han{-}Jia Ye and
Xin Mu and
Jianxin Wu and
Chunhua Shen and
Zhi{-}Hua Zhou},
title = {Multi-Instance Learning With Emerging Novel Class},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {5},
pages = {2109--2120},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2952588},
doi = {10.1109/TKDE.2019.2952588},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WeiYMWSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HouZZ21,
author = {Bo{-}Jian Hou and
Lijun Zhang and
Zhi{-}Hua Zhou},
title = {Learning With Feature Evolvable Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {6},
pages = {2602--2615},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2954090},
doi = {10.1109/TKDE.2019.2954090},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HouZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HouY0Z21,
author = {Bo{-}Jian Hou and
Yu{-}Hu Yan and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {Storage Fit Learning with Feature Evolvable Streams},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {7729--7736},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i9.16944},
doi = {10.1609/AAAI.V35I9.16944},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HouY0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangY0Z21,
author = {Yu{-}Jie Zhang and
Yu{-}Hu Yan and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {Towards Enabling Learnware to Handle Unseen Jobs},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10964--10972},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17309},
doi = {10.1609/AAAI.V35I12.17309},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangY0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0006ZZ21,
author = {Peng Zhao and
Yu{-}Jie Zhang and
Zhi{-}Hua Zhou},
title = {Exploratory Machine Learning with Unknown Unknowns},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10999--11006},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17313},
doi = {10.1609/AAAI.V35I12.17313},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0006ZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CaiD0Z21,
author = {Xin{-}Qiang Cai and
Yao{-}Xiang Ding and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Imitation Learning from Pixel-Level Demonstrations by HashReward},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {279--287},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p279.pdf},
doi = {10.5555/3463952.3463990},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/CaiD0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZJZ21,
author = {Zhao{-}Yu Zhang and
Shao{-}Qun Zhang and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{LIFE:} Learning Individual Features for Multivariate Time Series
Prediction with Missing Values},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1511--1516},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00197},
doi = {10.1109/ICDM51629.2021.00197},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QinWZ21,
author = {Tian Qin and
Tian{-}Zuo Wang and
Zhi{-}Hua Zhou},
editor = {Marina Meila and
Tong Zhang},
title = {Budgeted Heterogeneous Treatment Effect Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8693--8702},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qin21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QinWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangDXSHCZZZW21,
author = {Jiachen Wang and
Dazhen Deng and
Xiao Xie and
Xinhuan Shu and
Yu{-}Xuan Huang and
Le{-}Wen Cai and
Hui Zhang and
Min{-}Ling Zhang and
Zhi{-}Hua Zhou and
Yingcai Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Tac-Valuer: Knowledge-based Stroke Evaluation in Table Tennis},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3688--3696},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467104},
doi = {10.1145/3447548.3467104},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangDXSHCZZZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangZ21a,
author = {Tian{-}Zuo Wang and
Zhi{-}Hua Zhou},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Actively Identifying Causal Effects with Latent Variables Given Only
Response Variable Observable},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {15007--15018},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/7e7e69ea3384874304911625ac34321c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangZ21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangWTJZ21,
author = {Lijun Zhang and
Guanghui Wang and
Wei{-}Wei Tu and
Wei Jiang and
Zhi{-}Hua Zhou},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Dual Adaptivity: {A} Universal Algorithm for Minimizing the Adaptive
Regret of Convex Functions},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {24968--24980},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/d1588e685562af341ff2448de4b674d1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangWTJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuPFTJZ21,
author = {Yi{-}Xuan Xu and
Ming Pang and
Ji Feng and
Kai Ming Ting and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Reconstruction-based Anomaly Detection with Completely Random Forest},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {127--135},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.15},
doi = {10.1137/1.9781611976700.15},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/XuPFTJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/ZhouH21,
author = {Zhi{-}Hua Zhou and
Yu{-}Xuan Huang},
editor = {Pascal Hitzler and
Md. Kamruzzaman Sarker},
title = {Abductive Learning},
booktitle = {Neuro-Symbolic Artificial Intelligence: The State of the Art},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {342},
pages = {353--369},
publisher = {{IOS} Press},
year = {2021},
url = {https://doi.org/10.3233/FAIA210363},
doi = {10.3233/FAIA210363},
timestamp = {Mon, 05 Feb 2024 20:35:57 +0100},
biburl = {https://dblp.org/rec/series/faia/ZhouH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2021,
editor = {Zhi{-}Hua Zhou},
title = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
publisher = {ijcai.org},
year = {2021},
url = {https://www.ijcai.org/proceedings/2021/},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03758,
author = {Peng Zhao and
Yu{-}Xiang Wang and
Zhi{-}Hua Zhou},
title = {Non-stationary Online Learning with Memory and Non-stochastic Control},
journal = {CoRR},
volume = {abs/2102.03758},
year = {2021},
url = {https://arxiv.org/abs/2102.03758},
eprinttype = {arXiv},
eprint = {2102.03758},
timestamp = {Tue, 28 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03758.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03212,
author = {Zhu Li and
Zhi{-}Hua Zhou and
Arthur Gretton},
title = {Towards an Understanding of Benign Overfitting in Neural Networks},
journal = {CoRR},
volume = {abs/2106.03212},
year = {2021},
url = {https://arxiv.org/abs/2106.03212},
eprinttype = {arXiv},
eprint = {2106.03212},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09256,
author = {Xin{-}Qiang Cai and
Yao{-}Xiang Ding and
Zi{-}Xuan Chen and
Yuan Jiang and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Seeing Differently, Acting Similarly: Imitation Learning with Heterogeneous
Observations},
journal = {CoRR},
volume = {abs/2106.09256},
year = {2021},
url = {https://arxiv.org/abs/2106.09256},
eprinttype = {arXiv},
eprint = {2106.09256},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06711,
author = {Shao{-}Qun Zhang and
Gao Wei and
Zhi{-}Hua Zhou},
title = {Towards Understanding Theoretical Advantages of Complex-Reaction Networks},
journal = {CoRR},
volume = {abs/2108.06711},
year = {2021},
url = {https://arxiv.org/abs/2108.06711},
eprinttype = {arXiv},
eprint = {2108.06711},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14844,
author = {Zhao{-}Yu Zhang and
Shao{-}Qun Zhang and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {{LIFE:} Learning Individual Features for Multivariate Time Series
Prediction with Missing Values},
journal = {CoRR},
volume = {abs/2109.14844},
year = {2021},
url = {https://arxiv.org/abs/2109.14844},
eprinttype = {arXiv},
eprint = {2109.14844},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09332,
author = {Chao Qian and
Dan{-}Xuan Liu and
Zhi{-}Hua Zhou},
title = {Result Diversification by Multi-objective Evolutionary Algorithms
with Theoretical Guarantees},
journal = {CoRR},
volume = {abs/2110.09332},
year = {2021},
url = {https://arxiv.org/abs/2110.09332},
eprinttype = {arXiv},
eprint = {2110.09332},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-09332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06027,
author = {Jin{-}Hui Wu and
Shao{-}Qun Zhang and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Towards Theoretical Understanding of Flexible Transmitter Networks
via Approximation and Local Minima},
journal = {CoRR},
volume = {abs/2111.06027},
year = {2021},
url = {https://arxiv.org/abs/2111.06027},
eprinttype = {arXiv},
eprint = {2111.06027},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06222,
author = {Shao{-}Qun Zhang and
Zhi{-}Hua Zhou},
title = {{ARISE:} ApeRIodic SEmi-parametric Process for Efficient Markets without
Periodogram and Gaussianity Assumptions},
journal = {CoRR},
volume = {abs/2111.06222},
year = {2021},
url = {https://arxiv.org/abs/2111.06222},
eprinttype = {arXiv},
eprint = {2111.06222},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-14368,
author = {Peng Zhao and
Yu{-}Jie Zhang and
Lijun Zhang and
Zhi{-}Hua Zhou},
title = {Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret
for Online Convex Optimization},
journal = {CoRR},
volume = {abs/2112.14368},
year = {2021},
url = {https://arxiv.org/abs/2112.14368},
eprinttype = {arXiv},
eprint = {2112.14368},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-14368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhaoCZ20,
author = {Peng Zhao and
Le{-}Wen Cai and
Zhi{-}Hua Zhou},
title = {Handling concept drift via model reuse},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {533--568},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05835-w},
doi = {10.1007/S10994-019-05835-W},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhaoCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TanTJZ20,
author = {Zhi{-}Hao Tan and
Peng Tan and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Multi-label optimal margin distribution machine},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {623--642},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05837-8},
doi = {10.1007/S10994-019-05837-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TanTJZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZ20,
author = {Teng Zhang and
Zhi{-}Hua Zhou},
title = {Optimal Margin Distribution Machine},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {6},
pages = {1143--1156},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2897662},
doi = {10.1109/TKDE.2019.2897662},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XuLZ20,
author = {Miao Xu and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
title = {Robust Multi-Label Learning with {PRO} Loss},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {8},
pages = {1610--1624},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2908898},
doi = {10.1109/TKDE.2019.2908898},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XuLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HouZ20,
author = {Bo{-}Jian Hou and
Zhi{-}Hua Zhou},
title = {Learning With Interpretable Structure From Gated {RNN}},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {7},
pages = {2267--2279},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2020.2967051},
doi = {10.1109/TNNLS.2020.2967051},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HouZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuoLZ20,
author = {Xuan Huo and
Ming Li and
Zhi{-}Hua Zhou},
title = {Control Flow Graph Embedding Based on Multi-Instance Decomposition
for Bug Localization},
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 = {4223--4230},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5844},
doi = {10.1609/AAAI.V34I04.5844},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuoLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangZ20,
author = {Jun Wang and
Zhi{-}Hua Zhou},
title = {Differentially Private Learning with Small Public Data},
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 = {6219--6226},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6088},
doi = {10.1609/AAAI.V34I04.6088},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DingZ20,
author = {Yao{-}Xiang Ding and
Zhi{-}Hua Zhou},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Boosting-Based Reliable Model Reuse},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {145--160},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/ding20a.html},
timestamp = {Fri, 11 Dec 2020 11:11:05 +0100},
biburl = {https://dblp.org/rec/conf/acml/DingZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhaoZJZ20,
author = {Peng Zhao and
Lijun Zhang and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {A Simple Approach for Non-stationary Linear Bandits},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {746--755},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/zhao20a.html},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ZhaoZJZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhaoWZZ20,
author = {Peng Zhao and
Guanghui Wang and
Lijun Zhang and
Zhi{-}Hua Zhou},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Bandit Convex Optimization in Non-stationary Environments},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1508--1518},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/zhao20b.html},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ZhaoWZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/YangWJZ20,
author = {Liang Yang and
Xi{-}Zhu Wu and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Multi-Label Learning with Deep Forest},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1634--1641},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200274},
doi = {10.3233/FAIA200274},
timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ecai/YangWJZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/ZhangZ20,
author = {Shao{-}Qun Zhang and
Zhi{-}Hua Zhou},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Harmonic Recurrent Process for Time Series Forecasting},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1714--1721},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200284},
doi = {10.3233/FAIA200284},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/ZhangZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangDYCCHLZ20,
author = {Yu{-}Xuan Huang and
Wang{-}Zhou Dai and
Jian Yang and
Le{-}Wen Cai and
Shaofen Cheng and
Ruizhang Huang and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Semi-Supervised Abductive Learning and Its Application to Theft Judicial
Sentencing},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {1070--1075},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00127},
doi = {10.1109/ICDM50108.2020.00127},
timestamp = {Wed, 17 Feb 2021 11:24:17 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangDYCCHLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoZJLZ20,
author = {Lan{-}Zhe Guo and
Zhenyu Zhang and
Yuan Jiang and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
title = {Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3897--3906},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20i.html},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuoZJLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWHZ20,
author = {Tian{-}Zuo Wang and
Xi{-}Zhu Wu and
Sheng{-}Jun Huang and
Zhi{-}Hua Zhou},
title = {Cost-effectively Identifying Causal Effects When Only Response Variable
is Observable},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10060--10069},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20w.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangWHZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang0JZ20,
author = {Zhenyu Zhang and
Peng Zhao and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Learning with Feature and Distribution Evolvable Streams},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11317--11327},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhang20ad.html},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Zhang0JZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TingXWZ20,
author = {Kai Ming Ting and
Bi{-}Cun Xu and
Takashi Washio and
Zhi{-}Hua Zhou},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Isolation Distributional Kernel: {A} New Tool for Kernel based Anomaly
Detection},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {198--206},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403062},
doi = {10.1145/3394486.3403062},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TingXWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0006ZZZ20,
author = {Peng Zhao and
Yu{-}Jie Zhang and
Lijun Zhang and
Zhi{-}Hua Zhou},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Dynamic Regret of Convex and Smooth Functions},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/939314105ce8701e67489642ef4d49e8-Abstract.html},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0006ZZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GaoZ20,
author = {Wei Gao and
Zhi{-}Hua Zhou},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Towards Convergence Rate Analysis of Random Forests for Classification},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/6925f2a16026e36e4fc112f82dd79406-Abstract.html},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GaoZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang0MZ20,
author = {Yu{-}Jie Zhang and
Peng Zhao and
Lanjihong Ma and
Zhi{-}Hua Zhou},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {An Unbiased Risk Estimator for Learning with Augmented Classes},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/747c1bcceb6109a4ef936bc70cfe67de-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhang0MZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangZZ20,
author = {Yu{-}Jie Zhang and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {A Simple Online Algorithm for Competing with Dynamic Comparators},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {390--399},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/zhang20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Zhou20,
author = {Zhi{-}Hua Zhou},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Can Deep Learning Only Be Neural Networks?},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {6},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3372190},
doi = {10.1145/3336191.3372190},
timestamp = {Fri, 24 Jan 2020 11:22:16 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/Zhou20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-07135,
author = {Xi{-}Zhu Wu and
Wenkai Xu and
Song Liu and
Zhi{-}Hua Zhou},
title = {Model Reuse with Reduced Kernel Mean Embedding Specification},
journal = {CoRR},
volume = {abs/2001.07135},
year = {2020},
url = {https://arxiv.org/abs/2001.07135},
eprinttype = {arXiv},
eprint = {2001.07135},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-07135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01605,
author = {Yu{-}Jie Zhang and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {Exploratory Machine Learning with Unknown Unknowns},
journal = {CoRR},
volume = {abs/2002.01605},
year = {2020},
url = {https://arxiv.org/abs/2002.01605},
eprinttype = {arXiv},
eprint = {2002.01605},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03839,
author = {Shao{-}Qun Zhang and
Zhi{-}Hua Zhou},
title = {Flexible Transmitter Network},
journal = {CoRR},
volume = {abs/2004.03839},
year = {2020},
url = {https://arxiv.org/abs/2004.03839},
eprinttype = {arXiv},
eprint = {2004.03839},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04059,
author = {Ji Feng and
Yi{-}Xuan Xu and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Soft Gradient Boosting Machine},
journal = {CoRR},
volume = {abs/2006.04059},
year = {2020},
url = {https://arxiv.org/abs/2006.04059},
eprinttype = {arXiv},
eprint = {2006.04059},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03479,
author = {Peng Zhao and
Yu{-}Jie Zhang and
Lijun Zhang and
Zhi{-}Hua Zhou},
title = {Dynamic Regret of Convex and Smooth Functions},
journal = {CoRR},
volume = {abs/2007.03479},
year = {2020},
url = {https://arxiv.org/abs/2007.03479},
eprinttype = {arXiv},
eprint = {2007.03479},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-11280,
author = {Bo{-}Jian Hou and
Yu{-}Hu Yan and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {Storage Fit Learning with Feature Evolvable Streams},
journal = {CoRR},
volume = {abs/2007.11280},
year = {2020},
url = {https://arxiv.org/abs/2007.11280},
eprinttype = {arXiv},
eprint = {2007.11280},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-11280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12196,
author = {Kai Ming Ting and
Bi{-}Cun Xu and
Takashi Washio and
Zhi{-}Hua Zhou},
title = {Isolation Distributional Kernel: {A} New Tool for Point {\&} Group
Anomaly Detection},
journal = {CoRR},
volume = {abs/2009.12196},
year = {2020},
url = {https://arxiv.org/abs/2009.12196},
eprinttype = {arXiv},
eprint = {2009.12196},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/ZhouYQ19,
author = {Zhi{-}Hua Zhou and
Yang Yu and
Chao Qian},
title = {Evolutionary Learning: Advances in Theories and Algorithms},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-981-13-5956-9},
doi = {10.1007/978-981-13-5956-9},
isbn = {978-981-13-5955-2},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/ZhouYQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/QianYTYZ19,
author = {Chao Qian and
Yang Yu and
Ke Tang and
Xin Yao and
Zhi{-}Hua Zhou},
title = {Maximizing submodular or monotone approximately submodular functions
by multi-objective evolutionary algorithms},
journal = {Artif. Intell.},
volume = {275},
pages = {279--294},
year = {2019},
url = {https://doi.org/10.1016/j.artint.2019.06.005},
doi = {10.1016/J.ARTINT.2019.06.005},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/QianYTYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/WangZZZ19,
author = {Binru Wang and
Yuan Zhang and
Zhi{-}Hua Zhou and
Sheng Zhong},
title = {On repeated stackelberg security game with the cooperative human behavior
model for wildlife protection},
journal = {Appl. Intell.},
volume = {49},
number = {3},
pages = {1002--1015},
year = {2019},
url = {https://doi.org/10.1007/s10489-018-1307-y},
doi = {10.1007/S10489-018-1307-Y},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/WangZZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/Zhou19,
author = {Zhi{-}Hua Zhou},
title = {Abductive learning: towards bridging machine learning and logical
reasoning},
journal = {Sci. China Inf. Sci.},
volume = {62},
number = {7},
pages = {76101:1--76101:3},
year = {2019},
url = {https://doi.org/10.1007/s11432-018-9801-4},
doi = {10.1007/S11432-018-9801-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/Zhou19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/Zhou19,
author = {Zhi{-}Hua Zhou},
title = {Launch of the Excellent Young Computer Scientists Forum},
journal = {Frontiers Comput. Sci.},
volume = {13},
number = {2},
pages = {219},
year = {2019},
url = {https://doi.org/10.1007/s11704-019-9900-8},
doi = {10.1007/S11704-019-9900-8},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcsc/Zhou19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/QiangFYGZS19,
author = {Yuting Qiang and
Yanwei Fu and
Xiao Yu and
Yanwen Guo and
Zhi{-}Hua Zhou and
Leonid Sigal},
title = {Learning to Generate Posters of Scientific Papers by Probabilistic
Graphical Models},
journal = {J. Comput. Sci. Technol.},
volume = {34},
number = {1},
pages = {155--169},
year = {2019},
url = {https://doi.org/10.1007/s11390-019-1904-1},
doi = {10.1007/S11390-019-1904-1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/QiangFYGZS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0005YJZ19,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Zhi{-}Hua Zhou},
title = {Relative Error Bound Analysis for Nuclear Norm Regularized Matrix
Completion},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {97:1--97:22},
year = {2019},
url = {http://jmlr.org/papers/v20/15-504.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/0005YJZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TingZCZWZ19,
author = {Kai Ming Ting and
Ye Zhu and
Mark J. Carman and
Yue Zhu and
Takashi Washio and
Zhi{-}Hua Zhou},
title = {Lowest probability mass neighbour algorithms: relaxing the metric
constraint in distance-based neighbourhood algorithms},
journal = {Mach. Learn.},
volume = {108},
number = {2},
pages = {331--376},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5737-x},
doi = {10.1007/S10994-018-5737-X},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TingZCZWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangZJZZ19,
author = {Tianbao Yang and
Lijun Zhang and
Rong Jin and
Shenghuo Zhu and
Zhi{-}Hua Zhou},
title = {A simple homotopy proximal mapping algorithm for compressive sensing},
journal = {Mach. Learn.},
volume = {108},
number = {6},
pages = {1019--1056},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5772-7},
doi = {10.1007/S10994-018-5772-7},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YangZJZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YeZJZ19,
author = {Han{-}Jia Ye and
De{-}Chuan Zhan and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {What Makes Objects Similar: {A} Unified Multi-Metric Learning Approach},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {41},
number = {5},
pages = {1257--1270},
year = {2019},
url = {https://doi.org/10.1109/TPAMI.2018.2829192},
doi = {10.1109/TPAMI.2018.2829192},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/YeZJZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/SansoneNZ19,
author = {Emanuele Sansone and
Francesco G. B. De Natale and
Zhi{-}Hua Zhou},
title = {Efficient Training for Positive Unlabeled Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {41},
number = {11},
pages = {2584--2598},
year = {2019},
url = {https://doi.org/10.1109/TPAMI.2018.2860995},
doi = {10.1109/TPAMI.2018.2860995},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/SansoneNZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/Huang0Z19,
author = {Sheng{-}Jun Huang and
Wei Gao and
Zhi{-}Hua Zhou},
title = {Fast Multi-Instance Multi-Label Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {41},
number = {11},
pages = {2614--2627},
year = {2019},
url = {https://doi.org/10.1109/TPAMI.2018.2861732},
doi = {10.1109/TPAMI.2018.2861732},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/Huang0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WeiZWSZ19,
author = {Xiu{-}Shen Wei and
Chen{-}Lin Zhang and
Jianxin Wu and
Chunhua Shen and
Zhi{-}Hua Zhou},
title = {Unsupervised object discovery and co-localization by deep descriptor
transformation},
journal = {Pattern Recognit.},
volume = {88},
pages = {113--126},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2018.10.022},
doi = {10.1016/J.PATCOG.2018.10.022},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WeiZWSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ZhangZZFLLLZCLQ19,
author = {Ya{-}Lin Zhang and
Jun Zhou and
Wenhao Zheng and
Ji Feng and
Longfei Li and
Ziqi Liu and
Ming Li and
Zhiqiang Zhang and
Chaochao Chen and
Xiaolong Li and
Yuan (Alan) Qi and
Zhi{-}Hua Zhou},
title = {Distributed Deep Forest and its Application to Automatic Detection
of Cash-Out Fraud},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {10},
number = {5},
pages = {55:1--55:19},
year = {2019},
url = {https://doi.org/10.1145/3342241},
doi = {10.1145/3342241},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/ZhangZZFLLLZCLQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiJCZ19,
author = {Shao{-}Yuan Li and
Yuan Jiang and
Nitesh V. Chawla and
Zhi{-}Hua Zhou},
title = {Multi-Label Learning from Crowds},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {7},
pages = {1369--1382},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2857766},
doi = {10.1109/TKDE.2018.2857766},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiJCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ZhangZ19,
author = {Lijun Zhang and
Zhi{-}Hua Zhou},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Stochastic Approximation of Smooth and Strongly Convex Functions:
Beyond the {\textdollar}O(1/T){\textdollar} Convergence Rate},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {3160--3179},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/zhang19a.html},
timestamp = {Mon, 09 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/ZhangZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuLZ19,
author = {Xi{-}Zhu Wu and
Song Liu and
Zhi{-}Hua Zhou},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Heterogeneous Model Reuse via Optimizing Multiparty Multiclass Margin},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {6840--6849},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/wu19c.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLZ19,
author = {Lijun Zhang and
Tie{-}Yan Liu and
Zhi{-}Hua Zhou},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Adaptive Regret of Convex and Smooth Functions},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {7414--7423},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/zhang19j.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangLZ19,
author = {Qian{-}Wei Wang and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Sarit Kraus},
title = {Partial Label Learning with Unlabeled Data},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3755--3761},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/521},
doi = {10.24963/IJCAI.2019/521},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Zhou0CGLFZ19,
author = {Wen{-}Ji Zhou and
Yang Yu and
Yingfeng Chen and
Kai Guan and
Tangjie Lv and
Changjie Fan and
Zhi{-}Hua Zhou},
editor = {Sarit Kraus},
title = {Reinforcement Learning Experience Reuse with Policy Residual Representation},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4447--4453},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/618},
doi = {10.24963/IJCAI.2019/618},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Zhou0CGLFZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuTZ19,
author = {Bi{-}Cun Xu and
Kai Ming Ting and
Zhi{-}Hua Zhou},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Isolation Set-Kernel and Its Application to Multi-Instance Learning},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {941--949},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330830},
doi = {10.1145/3292500.3330830},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZJZ19,
author = {Zhenyu Zhang and
Peng Zhao and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Learning from Incomplete and Inaccurate Supervision},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1017--1025},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330902},
doi = {10.1145/3292500.3330902},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZJZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiX0Z19,
author = {Wang{-}Zhou Dai and
Qiu{-}Ling Xu and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Bridging Machine Learning and Logical Reasoning by Abductive Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {2811--2822},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/9c19a2aa1d84e04b0bd4bc888792bd1e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DaiX0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LyuYZ19,
author = {Shen{-}Huan Lyu and
Liang Yang and
Zhi{-}Hua Zhou},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {A Refined Margin Distribution Analysis for Forest Representation Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {5531--5541},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/db5cea26ca37aa09e5365f3e7f5dd9eb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LyuYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FengCZ19,
author = {Ji Feng and
Qi{-}Zhi Cai and
Zhi{-}Hua Zhou},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning to Confuse: Generating Training Time Adversarial Data with
Auto-Encoder},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11971--11981},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/1ce83e5d4135b07c0b82afffbe2b3436-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FengCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiLZ19,
author = {Heng{-}Yi Li and
Ming Li and
Zhi{-}Hua Zhou},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Towards One Reusable Model for Various Software Defect Mining Tasks},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11441},
pages = {212--224},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16142-2\_17},
doi = {10.1007/978-3-030-16142-2\_17},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangHZ19,
author = {Tian{-}Zuo Wang and
Sheng{-}Jun Huang and
Zhi{-}Hua Zhou},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Towards Identifying Causal Relation Between Instances and Labels},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {289--297},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.33},
doi = {10.1137/1.9781611975673.33},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangHZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2019-1,
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11439},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16148-4},
doi = {10.1007/978-3-030-16148-4},
isbn = {978-3-030-16147-7},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2019-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2019-2,
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11440},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16145-3},
doi = {10.1007/978-3-030-16145-3},
isbn = {978-3-030-16144-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2019-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2019-3,
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11441},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16142-2},
doi = {10.1007/978-3-030-16142-2},
isbn = {978-3-030-16141-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2019-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09344,
author = {Lijun Zhang and
Zhi{-}Hua Zhou},
title = {Stochastic Approximation of Smooth and Strongly Convex Functions:
Beyond the {O(1/T)} Convergence Rate},
journal = {CoRR},
volume = {abs/1901.09344},
year = {2019},
url = {http://arxiv.org/abs/1901.09344},
eprinttype = {arXiv},
eprint = {1901.09344},
timestamp = {Mon, 09 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09743,
author = {Lan{-}Zhe Guo and
Yu{-}Feng Li and
Ming Li and
Jinfeng Yi and
Bowen Zhou and
Zhi{-}Hua Zhou},
title = {Reliable Weakly Supervised Learning: Maximize Gain and Maintain Safeness},
journal = {CoRR},
volume = {abs/1904.09743},
year = {2019},
url = {http://arxiv.org/abs/1904.09743},
eprinttype = {arXiv},
eprint = {1904.09743},
timestamp = {Sat, 27 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11681,
author = {Lijun Zhang and
Tie{-}Yan Liu and
Zhi{-}Hua Zhou},
title = {Adaptive Regret of Convex and Smooth Functions},
journal = {CoRR},
volume = {abs/1904.11681},
year = {2019},
url = {http://arxiv.org/abs/1904.11681},
eprinttype = {arXiv},
eprint = {1904.11681},
timestamp = {Sun, 22 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-11681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12171,
author = {Bo{-}Jian Hou and
Lijun Zhang and
Zhi{-}Hua Zhou},
title = {Prediction with Unpredictable Feature Evolution},
journal = {CoRR},
volume = {abs/1904.12171},
year = {2019},
url = {http://arxiv.org/abs/1904.12171},
eprinttype = {arXiv},
eprint = {1904.12171},
timestamp = {Mon, 09 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03052,
author = {Shen{-}Huan Lv and
Liang Yang and
Zhi{-}Hua Zhou},
title = {Forest Representation Learning Guided by Margin Distribution},
journal = {CoRR},
volume = {abs/1905.03052},
year = {2019},
url = {http://arxiv.org/abs/1905.03052},
eprinttype = {arXiv},
eprint = {1905.03052},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09027,
author = {Ji Feng and
Qi{-}Zhi Cai and
Zhi{-}Hua Zhou},
title = {Learning to Confuse: Generating Training Time Adversarial Data with
Auto-Encoder},
journal = {CoRR},
volume = {abs/1905.09027},
year = {2019},
url = {http://arxiv.org/abs/1905.09027},
eprinttype = {arXiv},
eprint = {1905.09027},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13719,
author = {Wen{-}Ji Zhou and
Yang Yu and
Yingfeng Chen and
Kai Guan and
Tangjie Lv and
Changjie Fan and
Zhi{-}Hua Zhou},
title = {Reinforcement Learning Experience Reuse with Policy Residual Representation},
journal = {CoRR},
volume = {abs/1905.13719},
year = {2019},
url = {http://arxiv.org/abs/1905.13719},
eprinttype = {arXiv},
eprint = {1905.13719},
timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03972,
author = {Lu Wang and
Xuanqing Liu and
Jinfeng Yi and
Zhi{-}Hua Zhou and
Cho{-}Jui Hsieh},
title = {Evaluating the Robustness of Nearest Neighbor Classifiers: {A} Primal-Dual
Perspective},
journal = {CoRR},
volume = {abs/1906.03972},
year = {2019},
url = {http://arxiv.org/abs/1906.03972},
eprinttype = {arXiv},
eprint = {1906.03972},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04053,
author = {Dongdong Chen and
Yisen Wang and
Jinfeng Yi and
Zaiyi Chen and
Zhi{-}Hua Zhou},
title = {Joint Semantic Domain Alignment and Target Classifier Learning for
Unsupervised Domain Adaptation},
journal = {CoRR},
volume = {abs/1906.04053},
year = {2019},
url = {http://arxiv.org/abs/1906.04053},
eprinttype = {arXiv},
eprint = {1906.04053},
timestamp = {Sun, 27 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10851,
author = {Lijun Zhang and
Guanghui Wang and
Weiwei Tu and
Zhi{-}Hua Zhou},
title = {Dual Adaptivity: {A} Universal Algorithm for Minimizing the Adaptive
Regret of Convex Functions},
journal = {CoRR},
volume = {abs/1906.10851},
year = {2019},
url = {http://arxiv.org/abs/1906.10851},
eprinttype = {arXiv},
eprint = {1906.10851},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12340,
author = {Peng Zhao and
Guanghui Wang and
Lijun Zhang and
Zhi{-}Hua Zhou},
title = {Bandit Convex Optimization in Non-stationary Environments},
journal = {CoRR},
volume = {abs/1907.12340},
year = {2019},
url = {http://arxiv.org/abs/1907.12340},
eprinttype = {arXiv},
eprint = {1907.12340},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03773,
author = {Xin{-}Qiang Cai and
Yao{-}Xiang Ding and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Expert-Level Atari Imitation Learning from Demonstrations Only},
journal = {CoRR},
volume = {abs/1909.03773},
year = {2019},
url = {http://arxiv.org/abs/1909.03773},
eprinttype = {arXiv},
eprint = {1909.03773},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-08341,
author = {Shao{-}Qun Zhang and
Zhi{-}Hua Zhou},
title = {Bifurcation Spiking Neural Network},
journal = {CoRR},
volume = {abs/1909.08341},
year = {2019},
url = {http://arxiv.org/abs/1909.08341},
eprinttype = {arXiv},
eprint = {1909.08341},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-08341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09388,
author = {Yu{-}Jie Zhang and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {An Unbiased Risk Estimator for Learning with Augmented Classes},
journal = {CoRR},
volume = {abs/1910.09388},
year = {2019},
url = {http://arxiv.org/abs/1910.09388},
eprinttype = {arXiv},
eprint = {1910.09388},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06557,
author = {Liang Yang and
Xi{-}Zhu Wu and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Multi-Label Learning with Deep Forest},
journal = {CoRR},
volume = {abs/1911.06557},
year = {2019},
url = {http://arxiv.org/abs/1911.06557},
eprinttype = {arXiv},
eprint = {1911.06557},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/QianYZ18,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Analyzing Evolutionary Optimization in Noisy Environments},
journal = {Evol. Comput.},
volume = {26},
number = {1},
year = {2018},
url = {https://doi.org/10.1162/evco\_a\_00170},
doi = {10.1162/EVCO\_A\_00170},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/QianYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/QianYTJYZ18,
author = {Chao Qian and
Yang Yu and
Ke Tang and
Yaochu Jin and
Xin Yao and
Zhi{-}Hua Zhou},
title = {On the Effectiveness of Sampling for Evolutionary Optimization in
Noisy Environments},
journal = {Evol. Comput.},
volume = {26},
number = {2},
year = {2018},
url = {https://doi.org/10.1162/evco\_a\_00201},
doi = {10.1162/EVCO\_A\_00201},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/QianYTJYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/SunZ18,
author = {Tao Sun and
Zhi{-}Hua Zhou},
title = {Structural diversity for decision tree ensemble learning},
journal = {Frontiers Comput. Sci.},
volume = {12},
number = {3},
pages = {560--570},
year = {2018},
url = {https://doi.org/10.1007/s11704-018-7151-8},
doi = {10.1007/S11704-018-7151-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/SunZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DingZ18,
author = {Yao{-}Xiang Ding and
Zhi{-}Hua Zhou},
title = {Crowdsourcing with unsure option},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {749--766},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5677-x},
doi = {10.1007/S10994-017-5677-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DingZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MuggletonDSTWZ18,
author = {Stephen H. Muggleton and
Wang{-}Zhou Dai and
Claude Sammut and
Alireza Tamaddoni{-}Nezhad and
Jing Wen and
Zhi{-}Hua Zhou},
title = {Meta-Interpretive Learning from noisy images},
journal = {Mach. Learn.},
volume = {107},
number = {7},
pages = {1097--1118},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5710-8},
doi = {10.1007/S10994-018-5710-8},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MuggletonDSTWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HouZ18,
author = {Chenping Hou and
Zhi{-}Hua Zhou},
title = {One-Pass Learning with Incremental and Decremental Features},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {11},
pages = {2776--2792},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2769047},
doi = {10.1109/TPAMI.2017.2769047},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/HouZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/QianSTZ18,
author = {Chao Qian and
Jing{-}Cheng Shi and
Ke Tang and
Zhi{-}Hua Zhou},
title = {Constrained Monotone k-Submodular Function Maximization Using Multiobjective
Evolutionary Algorithms With Theoretical Guarantee},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {22},
number = {4},
pages = {595--608},
year = {2018},
url = {https://doi.org/10.1109/TEVC.2017.2749263},
doi = {10.1109/TEVC.2017.2749263},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/QianSTZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuKZ18,
author = {Yue Zhu and
James T. Kwok and
Zhi{-}Hua Zhou},
title = {Multi-Label Learning with Global and Local Label Correlation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {6},
pages = {1081--1094},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2785795},
doi = {10.1109/TKDE.2017.2785795},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhuKZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuTZ18,
author = {Yue Zhu and
Kai Ming Ting and
Zhi{-}Hua Zhou},
title = {Multi-Label Learning with Emerging New Labels},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {10},
pages = {1901--1914},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2810872},
doi = {10.1109/TKDE.2018.2810872},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhuTZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YuCDZ18,
author = {Yang Yu and
Shi{-}Yong Chen and
Qing Da and
Zhi{-}Hua Zhou},
title = {Reusable Reinforcement Learning via Shallow Trails},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {6},
pages = {2204--2215},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2018.2803729},
doi = {10.1109/TNNLS.2018.2803729},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YuCDZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DongLZ18,
author = {Hao{-}Chen Dong and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Learning From Semi-Supervised Weak-Label Data},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {2926--2933},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11762},
doi = {10.1609/AAAI.V32I1.11762},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DongLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FengZ18a,
author = {Ji Feng and
Zhi{-}Hua Zhou},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {AutoEncoder by Forest},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {2967--2973},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11732},
doi = {10.1609/AAAI.V32I1.11732},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FengZ18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuZHJZ18,
author = {Chong Liu and
Peng Zhao and
Sheng{-}Jun Huang and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Dual Set Multi-Label Learning},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3635--3642},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11695},
doi = {10.1609/AAAI.V32I1.11695},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuZHJZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZ18,
author = {Teng Zhang and
Zhi{-}Hua Zhou},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Optimal Margin Distribution Clustering},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {4474--4481},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11737},
doi = {10.1609/AAAI.V32I1.11737},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoZ18a,
author = {Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Label Distribution Learning by Optimal Transport},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {4506--4513},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11609},
doi = {10.1609/AAAI.V32I1.11609},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhaoZ18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PangTZZ18,
author = {Ming Pang and
Kai{-}Ming Ting and
Peng Zhao and
Zhi{-}Hua Zhou},
title = {Improving Deep Forest by Confidence Screening},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1194--1199},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00158},
doi = {10.1109/ICDM.2018.00158},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PangTZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YeZ0Z18,
author = {Han{-}Jia Ye and
De{-}Chuan Zhan and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Rectify Heterogeneous Models with Semantic Mapping},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1904--1913},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/han-jia18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/YeZ0Z18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangYJZ18,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Dynamic Regret of Strongly Adaptive Methods},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5877--5886},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/zhang18o.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangYJZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenWGZ18,
author = {Dongdong Chen and
Wei Wang and
Wei Gao and
Zhi{-}Hua Zhou},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Tri-net for Semi-Supervised Deep Learning},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2014--2020},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/278},
doi = {10.24963/IJCAI.2018/278},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenWGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuYZ18,
author = {Yi{-}Qi Hu and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Experienced Optimization with Reusable Directional Model for Hyper-Parameter
Search},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2276--2282},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/315},
doi = {10.24963/IJCAI.2018/315},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangYZ18,
author = {Chao Zhang and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Learning Environmental Calibration Actions for Policy Self-Evolution},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3061--3067},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/425},
doi = {10.24963/IJCAI.2018/425},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangZ18,
author = {Teng Zhang and
Zhi{-}Hua Zhou},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Semi-Supervised Optimal Margin Distribution Machines},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3104--3110},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/431},
doi = {10.24963/IJCAI.2018/431},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TingZZ18,
author = {Kai Ming Ting and
Yue Zhu and
Zhi{-}Hua Zhou},
editor = {Yike Guo and
Faisal Farooq},
title = {Isolation Kernel and Its Effect on {SVM}},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2329--2337},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219990},
doi = {10.1145/3219819.3219990},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TingZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangZ18,
author = {Lijun Zhang and
Zhi{-}Hua Zhou},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {{\textbackslash}ell{\_}1-regression with Heavy-tailed Distributions},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1084--1094},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8b16ebc056e613024c057be590b542eb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangLZ18,
author = {Lijun Zhang and
Shiyin Lu and
Zhi{-}Hua Zhou},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Adaptive Online Learning in Dynamic Environments},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1330--1340},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/10a5ab2db37feedfdeaab192ead4ac0e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Feng0Z18,
author = {Ji Feng and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Multi-Layered Gradient Boosting Decision Trees},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {3555--3565},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/39027dfad5138c9ca0c474d71db915c3-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Feng0Z18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Pang0TZ18,
author = {Ming Pang and
Wei Gao and
Min Tao and
Zhi{-}Hua Zhou},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Unorganized Malicious Attacks Detection},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6976--6985},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/322f62469c5e3c7dc3e58f5a4d1ea399-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Pang0TZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DingZ18,
author = {Yao{-}Xiang Ding and
Zhi{-}Hua Zhou},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Preference Based Adaptation for Learning Objectives},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7839--7848},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/d403137434343677b98efc88cbd5493d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DingZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MuZLLZ18,
author = {Xin Mu and
Feida Zhu and
Yue Liu and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Social Stream Classification with Emerging New Labels},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10937},
pages = {16--28},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93034-3\_2},
doi = {10.1007/978-3-319-93034-3\_2},
timestamp = {Thu, 14 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/MuZLLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangLZLZ18,
author = {Ya{-}Lin Zhang and
Longfei Li and
Jun Zhou and
Xiaolong Li and
Zhi{-}Hua Zhou},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Anomaly Detection with Partially Observed Anomalies},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
pages = {639--646},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3184558.3186580},
doi = {10.1145/3184558.3186580},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhangLZLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Zhou18,
author = {Zhi{-}Hua Zhou},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Boosting},
booktitle = {Encyclopedia of Database Systems, Second Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_568},
doi = {10.1007/978-1-4614-8265-9\_568},
timestamp = {Thu, 14 Feb 2019 09:43:36 +0100},
biburl = {https://dblp.org/rec/reference/db/Zhou18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Zhou18a,
author = {Zhi{-}Hua Zhou},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Ensemble},
booktitle = {Encyclopedia of Database Systems, Second Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_768},
doi = {10.1007/978-1-4614-8265-9\_768},
timestamp = {Thu, 14 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/db/Zhou18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01173,
author = {Wang{-}Zhou Dai and
Qiu{-}Ling Xu and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Tunneling Neural Perception and Logic Reasoning through Abductive
Learning},
journal = {CoRR},
volume = {abs/1802.01173},
year = {2018},
url = {http://arxiv.org/abs/1802.01173},
eprinttype = {arXiv},
eprint = {1802.01173},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-00616,
author = {Lijun Zhang and
Zhi{-}Hua Zhou},
title = {{\unicode{120001}}\({}_{\mbox{1}}\)-regression with Heavy-tailed Distributions},
journal = {CoRR},
volume = {abs/1805.00616},
year = {2018},
url = {http://arxiv.org/abs/1805.00616},
eprinttype = {arXiv},
eprint = {1805.00616},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-00616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04234,
author = {Ya{-}Lin Zhang and
Jun Zhou and
Wenhao Zheng and
Ji Feng and
Longfei Li and
Ziqi Liu and
Ming Li and
Zhiqiang Zhang and
Chaochao Chen and
Xiaolong Li and
Zhi{-}Hua Zhou},
title = {Distributed Deep Forest and its Application to Automatic Detection
of Cash-out Fraud},
journal = {CoRR},
volume = {abs/1805.04234},
year = {2018},
url = {http://arxiv.org/abs/1805.04234},
eprinttype = {arXiv},
eprint = {1805.04234},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09156,
author = {Miao Xu and
Gang Niu and
Bo Han and
Ivor W. Tsang and
Zhi{-}Hua Zhou and
Masashi Sugiyama},
title = {Matrix Co-completion for Multi-label Classification with Missing Features
and Labels},
journal = {CoRR},
volume = {abs/1805.09156},
year = {2018},
url = {http://arxiv.org/abs/1805.09156},
eprinttype = {arXiv},
eprint = {1805.09156},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00007,
author = {Ji Feng and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Multi-Layered Gradient Boosting Decision Trees},
journal = {CoRR},
volume = {abs/1806.00007},
year = {2018},
url = {http://arxiv.org/abs/1806.00007},
eprinttype = {arXiv},
eprint = {1806.00007},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-02804,
author = {Peng Zhao and
Le{-}Wen Cai and
Zhi{-}Hua Zhou},
title = {Handling Concept Drift via Model Reuse},
journal = {CoRR},
volume = {abs/1809.02804},
year = {2018},
url = {http://arxiv.org/abs/1809.02804},
eprinttype = {arXiv},
eprint = {1809.02804},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-02804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10708,
author = {Bo{-}Jian Hou and
Zhi{-}Hua Zhou},
title = {Learning with Interpretable Structure from {RNN}},
journal = {CoRR},
volume = {abs/1810.10708},
year = {2018},
url = {http://arxiv.org/abs/1810.10708},
eprinttype = {arXiv},
eprint = {1810.10708},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10815,
author = {Lijun Zhang and
Shiyin Lu and
Zhi{-}Hua Zhou},
title = {Adaptive Online Learning in Dynamic Environments},
journal = {CoRR},
volume = {abs/1810.10815},
year = {2018},
url = {http://arxiv.org/abs/1810.10815},
eprinttype = {arXiv},
eprint = {1810.10815},
timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10761,
author = {Shen{-}Huan Lv and
Lu Wang and
Zhi{-}Hua Zhou},
title = {Optimal Margin Distribution Network},
journal = {CoRR},
volume = {abs/1812.10761},
year = {2018},
url = {http://arxiv.org/abs/1812.10761},
eprinttype = {arXiv},
eprint = {1812.10761},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ZhangLLZL17,
author = {Weijia Zhang and
Thuc Duy Le and
Lin Liu and
Zhi{-}Hua Zhou and
Jiuyong Li},
title = {Mining heterogeneous causal effects for personalized cancer treatment},
journal = {Bioinform.},
volume = {33},
number = {15},
pages = {2372--2378},
year = {2017},
url = {https://doi.org/10.1093/bioinformatics/btx174},
doi = {10.1093/BIOINFORMATICS/BTX174},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/ZhangLLZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jzusc/LiWWCCZD17,
author = {Wei Li and
Wenjun Wu and
Huaimin Wang and
Xueqi Cheng and
Huajun Chen and
Zhi{-}Hua Zhou and
Rong Ding},
title = {Crowd intelligence in {AI} 2.0 era},
journal = {Frontiers Inf. Technol. Electron. Eng.},
volume = {18},
number = {1},
pages = {15--43},
year = {2017},
url = {https://doi.org/10.1631/FITEE.1601859},
doi = {10.1631/FITEE.1601859},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jzusc/LiWWCCZD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HolmesLLKSZ17,
author = {Geoffrey Holmes and
Tie{-}Yan Liu and
Hang Li and
Irwin King and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Introduction: special issue of selected papers from {ACML} 2015},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {459--461},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5636-6},
doi = {10.1007/S10994-017-5636-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HolmesLLKSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DurrantKHMSZ17,
author = {Robert J. Durrant and
Kee{-}Eung Kim and
Geoffrey Holmes and
Stephen Marsland and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Foreword: special issue for the journal track of the 8th Asian conference
on machine learning {(ACML} 2016)},
journal = {Mach. Learn.},
volume = {106},
number = {5},
pages = {623--625},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5637-5},
doi = {10.1007/S10994-017-5637-5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DurrantKHMSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WuBLRZ17,
author = {Jianxin Wu and
Xiang Bai and
Marco Loog and
Fabio Roli and
Zhi{-}Hua Zhou},
title = {Editorial of the Special Issue on Multi-instance Learning in Pattern
Recognition and Vision},
journal = {Pattern Recognit.},
volume = {71},
pages = {444--445},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2017.05.026},
doi = {10.1016/J.PATCOG.2017.05.026},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WuBLRZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WeiLWZ17,
author = {Xiu{-}Shen Wei and
Jian{-}Hao Luo and
Jianxin Wu and
Zhi{-}Hua Zhou},
title = {Selective Convolutional Descriptor Aggregation for Fine-Grained Image
Retrieval},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {6},
pages = {2868--2881},
year = {2017},
url = {https://doi.org/10.1109/TIP.2017.2688133},
doi = {10.1109/TIP.2017.2688133},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/WeiLWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/HouJNLZ17,
author = {Chenping Hou and
Yuanyuan Jiao and
Feiping Nie and
Tingjin Luo and
Zhi{-}Hua Zhou},
title = {2D Feature Selection by Sparse Matrix Regression},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {9},
pages = {4255--4268},
year = {2017},
url = {https://doi.org/10.1109/TIP.2017.2713948},
doi = {10.1109/TIP.2017.2713948},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/HouJNLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MuTZ17,
author = {Xin Mu and
Kai Ming Ting and
Zhi{-}Hua Zhou},
title = {Classification Under Streaming Emerging New Classes: {A} Solution
Using Completely-Random Trees},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {8},
pages = {1605--1618},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2691702},
doi = {10.1109/TKDE.2017.2691702},
timestamp = {Tue, 18 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MuTZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WeiWZ17,
author = {Xiu{-}Shen Wei and
Jianxin Wu and
Zhi{-}Hua Zhou},
title = {Scalable Algorithms for Multi-Instance Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {4},
pages = {975--987},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2519102},
doi = {10.1109/TNNLS.2016.2519102},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WeiWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FengZ17,
author = {Ji Feng and
Zhi{-}Hua Zhou},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Deep {MIML} Network},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1884--1890},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10890},
doi = {10.1609/AAAI.V31I1.10890},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FengZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiZZ17,
author = {Yu{-}Feng Li and
Han{-}Wen Zha and
Zhi{-}Hua Zhou},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Learning Safe Prediction for Semi-Supervised Regression},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2217--2223},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10856},
doi = {10.1609/AAAI.V31I1.10856},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MuZDLZ17,
author = {Xin Mu and
Feida Zhu and
Juan Du and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Streaming Classification with Emerging New Class by Class Matrix Sketching},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2373--2379},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10842},
doi = {10.1609/AAAI.V31I1.10842},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MuZDLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangZFJZ17,
author = {Yang Yang and
De{-}Chuan Zhan and
Ying Fan and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Deep Learning for Fixed Model Reuse},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2831--2837},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10855},
doi = {10.1609/AAAI.V31I1.10855},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangZFJZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuTZ17,
author = {Yue Zhu and
Kai Ming Ting and
Zhi{-}Hua Zhou},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Discover Multiple Novel Labels in Multi-Instance Multi-Label Learning},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2977--2984},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10838},
doi = {10.1609/AAAI.V31I1.10838},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhuTZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DaiZ17,
author = {Wang{-}Zhou Dai and
Zhi{-}Hua Zhou},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Combining Logical Abduction and Statistical Induction: Discovering
Written Primitives with Human Knowledge},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {4392--4398},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11152},
doi = {10.1609/AAAI.V31I1.11152},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DaiZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ZhangLZLLZZ17,
author = {Ya{-}Lin Zhang and
Longfei Li and
Jun Zhou and
Xiaolong Li and
Yujiang Liu and
Yuanchao Zhang and
Zhi{-}Hua Zhou},
editor = {Bhavani Thuraisingham and
David Evans and
Tal Malkin and
Dongyan Xu},
title = {{POSTER:} {A} {PU} Learning based System for Potential Malicious {URL}
Detection},
booktitle = {Proceedings of the 2017 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2017, Dallas, TX, USA, October 30 -
November 03, 2017},
pages = {2599--2601},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3133956.3138825},
doi = {10.1145/3133956.3138825},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ZhangLZLLZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DingZLTCZ17,
author = {Daizong Ding and
Mi Zhang and
Shao{-}Yuan Li and
Jie Tang and
Xiaotie Chen and
Zhi{-}Hua Zhou},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {BayDNN: Friend Recommendation with Bayesian Personalized Ranking Deep
Neural Network},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {1479--1488},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132941},
doi = {10.1145/3132847.3132941},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DingZLTCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuTZ17,
author = {Yue Zhu and
Kai Ming Ting and
Zhi{-}Hua Zhou},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {New Class Adaptation Via Instance Generation in One-Pass Class Incremental
Learning},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {1207--1212},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.163},
doi = {10.1109/ICDM.2017.163},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuTZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuZ17,
author = {Xi{-}Zhu Wu and
Zhi{-}Hua Zhou},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Unified View of Multi-Label Performance Measures},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3780--3788},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wu17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangZ17,
author = {Teng Zhang and
Zhi{-}Hua Zhou},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multi-Class Optimal Margin Distribution Machine},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4063--4071},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17h.html},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Hou0Z17,
author = {Bo{-}Jian Hou and
Lijun Zhang and
Zhi{-}Hua Zhou},
editor = {Carles Sierra},
title = {Storage Fit Learning with Unlabeled Data},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1844--1850},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/256},
doi = {10.24963/IJCAI.2017/256},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Hou0Z17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuangCMZ17,
author = {Sheng{-}Jun Huang and
Jia{-}Lve Chen and
Xin Mu and
Zhi{-}Hua Zhou},
editor = {Carles Sierra},
title = {Cost-Effective Active Learning from Diverse Labelers},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1879--1885},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/261},
doi = {10.24963/IJCAI.2017/261},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuangCMZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/QianSYTZ17,
author = {Chao Qian and
Jing{-}Cheng Shi and
Yang Yu and
Ke Tang and
Zhi{-}Hua Zhou},
editor = {Carles Sierra},
title = {Optimizing Ratio of Monotone Set Functions},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2606--2612},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/363},
doi = {10.24963/IJCAI.2017/363},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/QianSYTZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangGLJZ17,
author = {Wei Wang and
Xiang{-}Yu Guo and
Shao{-}Yuan Li and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Carles Sierra},
title = {Obtaining High-Quality Label by Distinguishing between Easy and Hard
Items in Crowdsourcing},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2964--2970},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/413},
doi = {10.24963/IJCAI.2017/413},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangGLJZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WeiZLXWSZ17,
author = {Xiu{-}Shen Wei and
Chen{-}Lin Zhang and
Yao Li and
Chen{-}Wei Xie and
Jianxin Wu and
Chunhua Shen and
Zhi{-}Hua Zhou},
editor = {Carles Sierra},
title = {Deep Descriptor Transforming for Image Co-Localization},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3048--3054},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/425},
doi = {10.24963/IJCAI.2017/425},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WeiZLXWSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuZ17,
author = {Miao Xu and
Zhi{-}Hua Zhou},
editor = {Carles Sierra},
title = {Incomplete Label Distribution Learning},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3175--3181},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/443},
doi = {10.24963/IJCAI.2017/443},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XuZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangZ17,
author = {Ya{-}Lin Zhang and
Zhi{-}Hua Zhou},
editor = {Carles Sierra},
title = {Multi-Instance Learning with Key Instance Shift},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3441--3447},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/481},
doi = {10.24963/IJCAI.2017/481},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhouF17,
author = {Zhi{-}Hua Zhou and
Ji Feng},
editor = {Carles Sierra},
title = {Deep Forest: Towards An Alternative to Deep Neural Networks},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3553--3559},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/497},
doi = {10.24963/IJCAI.2017/497},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhouF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/DaiMWTZ17,
author = {Wang{-}Zhou Dai and
Stephen H. Muggleton and
Jing Wen and
Alireza Tamaddoni{-}Nezhad and
Zhi{-}Hua Zhou},
editor = {Nicolas Lachiche and
Christel Vrain},
title = {Logical Vision: One-Shot Meta-Interpretive Learning from Real Images},
booktitle = {Inductive Logic Programming - 27th International Conference, {ILP}
2017, Orl{\'{e}}ans, France, September 4-6, 2017, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {10759},
pages = {46--62},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-78090-0\_4},
doi = {10.1007/978-3-319-78090-0\_4},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/DaiMWTZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0005YYRZ17,
author = {Lijun Zhang and
Tianbao Yang and
Jinfeng Yi and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Improved Dynamic Regret for Non-degenerate Functions},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {732--741},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/cfee398643cbc3dc5eefc89334cacdc1-Abstract.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0005YYRZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Hou0Z17,
author = {Bo{-}Jian Hou and
Lijun Zhang and
Zhi{-}Hua Zhou},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Learning with Feature Evolvable Streams},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {1417--1427},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/7634ea65a4e6d9041cfd3f7de18e334a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Hou0Z17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QianS0TZ17,
author = {Chao Qian and
Jing{-}Cheng Shi and
Yang Yu and
Ke Tang and
Zhi{-}Hua Zhou},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Subset Selection under Noise},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {3560--3570},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/d7a84628c025d30f7b2c52c958767e76-Abstract.html},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QianS0TZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhaoJZ17,
author = {Peng Zhao and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {Multi-View Matrix Completion for Clustering with Side Information},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10235},
pages = {403--415},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57529-2\_32},
doi = {10.1007/978-3-319-57529-2\_32},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZhaoJZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/ZhouZ17,
author = {Zhi{-}Hua Zhou and
Min{-}Ling Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Multi-label Learning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {875--881},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_910},
doi = {10.1007/978-1-4899-7687-1\_910},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/ZhouZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0005YJZ17,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Zhi{-}Hua Zhou},
title = {Strongly Adaptive Regret Implies Optimally Dynamic Regret},
journal = {CoRR},
volume = {abs/1701.07570},
year = {2017},
url = {http://arxiv.org/abs/1701.07570},
eprinttype = {arXiv},
eprint = {1701.07570},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/0005YJZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QiangFYGZS17,
author = {Yuting Qiang and
Yanwei Fu and
Xiao Yu and
Yanwen Guo and
Zhi{-}Hua Zhou and
Leonid Sigal},
title = {Learning to Generate Posters of Scientific Papers by Probabilistic
Graphical Models},
journal = {CoRR},
volume = {abs/1702.06228},
year = {2017},
url = {http://arxiv.org/abs/1702.06228},
eprinttype = {arXiv},
eprint = {1702.06228},
timestamp = {Tue, 02 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/QiangFYGZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhouF17,
author = {Zhi{-}Hua Zhou and
Ji Feng},
title = {Deep Forest: Towards An Alternative to Deep Neural Networks},
journal = {CoRR},
volume = {abs/1702.08835},
year = {2017},
url = {http://arxiv.org/abs/1702.08835},
eprinttype = {arXiv},
eprint = {1702.08835},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhouF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuKZ17,
author = {Yue Zhu and
James T. Kwok and
Zhi{-}Hua Zhou},
title = {Multi-Label Learning with Global and Local Label Correlation},
journal = {CoRR},
volume = {abs/1704.01415},
year = {2017},
url = {http://arxiv.org/abs/1704.01415},
eprinttype = {arXiv},
eprint = {1704.01415},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhuKZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SzymanskiMGZ17,
author = {Lech Szymanski and
Brendan McCane and
Wei Gao and
Zhi{-}Hua Zhou},
title = {Effects of the optimisation of the margin distribution on generalisation
in deep architectures},
journal = {CoRR},
volume = {abs/1704.05646},
year = {2017},
url = {http://arxiv.org/abs/1704.05646},
eprinttype = {arXiv},
eprint = {1704.05646},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SzymanskiMGZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeiZLXWSZ17,
author = {Xiu{-}Shen Wei and
Chen{-}Lin Zhang and
Yao Li and
Chen{-}Wei Xie and
Jianxin Wu and
Chunhua Shen and
Zhi{-}Hua Zhou},
title = {Deep Descriptor Transforming for Image Co-Localization},
journal = {CoRR},
volume = {abs/1705.02758},
year = {2017},
url = {http://arxiv.org/abs/1705.02758},
eprinttype = {arXiv},
eprint = {1705.02758},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeiZLXWSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoZ17,
author = {Peng Zhao and
Zhi{-}Hua Zhou},
title = {Distribution-Free One-Pass Learning},
journal = {CoRR},
volume = {abs/1706.02471},
year = {2017},
url = {http://arxiv.org/abs/1706.02471},
eprinttype = {arXiv},
eprint = {1706.02471},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhaoZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hou0Z17,
author = {Bo{-}Jian Hou and
Lijun Zhang and
Zhi{-}Hua Zhou},
title = {Learning with Feature Evolvable Streams},
journal = {CoRR},
volume = {abs/1706.05259},
year = {2017},
url = {http://arxiv.org/abs/1706.05259},
eprinttype = {arXiv},
eprint = {1706.05259},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hou0Z17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeiZWSZ17,
author = {Xiu{-}Shen Wei and
Chen{-}Lin Zhang and
Jianxin Wu and
Chunhua Shen and
Zhi{-}Hua Zhou},
title = {Unsupervised Object Discovery and Co-Localization by Deep Descriptor
Transforming},
journal = {CoRR},
volume = {abs/1707.06397},
year = {2017},
url = {http://arxiv.org/abs/1707.06397},
eprinttype = {arXiv},
eprint = {1707.06397},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeiZWSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04403,
author = {Wei Wang and
Zhi{-}Hua Zhou},
title = {Theoretical Foundation of Co-Training and Disagreement-Based Algorithms},
journal = {CoRR},
volume = {abs/1708.04403},
year = {2017},
url = {http://arxiv.org/abs/1708.04403},
eprinttype = {arXiv},
eprint = {1708.04403},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-04403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-09018,
author = {Ji Feng and
Zhi{-}Hua Zhou},
title = {AutoEncoder by Forest},
journal = {CoRR},
volume = {abs/1709.09018},
year = {2017},
url = {http://arxiv.org/abs/1709.09018},
eprinttype = {arXiv},
eprint = {1709.09018},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-09018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07214,
author = {Chao Qian and
Yang Yu and
Ke Tang and
Xin Yao and
Zhi{-}Hua Zhou},
title = {Maximizing Non-monotone/Non-submodular Functions by Multi-objective
Evolutionary Algorithms},
journal = {CoRR},
volume = {abs/1711.07214},
year = {2017},
url = {http://arxiv.org/abs/1711.07214},
eprinttype = {arXiv},
eprint = {1711.07214},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GaoWJZZ16,
author = {Wei Gao and
Lu Wang and
Rong Jin and
Shenghuo Zhu and
Zhi{-}Hua Zhou},
title = {One-pass {AUC} optimization},
journal = {Artif. Intell.},
volume = {236},
pages = {1--29},
year = {2016},
url = {https://doi.org/10.1016/j.artint.2016.03.003},
doi = {10.1016/J.ARTINT.2016.03.003},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/GaoWJZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/GaoZ16,
author = {Wei Gao and
Zhi{-}Hua Zhou},
title = {Dropout Rademacher complexity of deep neural networks},
journal = {Sci. China Inf. Sci.},
volume = {59},
number = {7},
pages = {072104:1--072104:12},
year = {2016},
url = {https://doi.org/10.1007/s11432-015-5470-z},
doi = {10.1007/S11432-015-5470-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/GaoZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/Zhou16,
author = {Zhi{-}Hua Zhou},
title = {Launch of the {NSFC} Excellent Young Scholars Forum},
journal = {Frontiers Comput. Sci.},
volume = {10},
number = {1},
pages = {1},
year = {2016},
url = {https://doi.org/10.1007/s11704-015-5902-3},
doi = {10.1007/S11704-015-5902-3},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcsc/Zhou16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/Zhou16a,
author = {Zhi{-}Hua Zhou},
title = {Learnware: on the future of machine learning},
journal = {Frontiers Comput. Sci.},
volume = {10},
number = {4},
pages = {589--590},
year = {2016},
url = {https://doi.org/10.1007/s11704-016-6906-3},
doi = {10.1007/S11704-016-6906-3},
timestamp = {Mon, 19 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/Zhou16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/ZhouWZZ16,
author = {Guo{-}Bing Zhou and
Jianxin Wu and
Chen{-}Lin Zhang and
Zhi{-}Hua Zhou},
title = {Minimal gated unit for recurrent neural networks},
journal = {Int. J. Autom. Comput.},
volume = {13},
number = {3},
pages = {226--234},
year = {2016},
url = {https://doi.org/10.1007/s11633-016-1006-2},
doi = {10.1007/S11633-016-1006-2},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijautcomp/ZhouWZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiPCHZ16,
author = {Hang Li and
Dinh Q. Phung and
Tru H. Cao and
Tu Bao Ho and
Zhi{-}Hua Zhou},
title = {Introduction: special issue of selected papers from {ACML} 2014},
journal = {Mach. Learn.},
volume = {103},
number = {2},
pages = {137--139},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5549-9},
doi = {10.1007/S10994-016-5549-9},
timestamp = {Tue, 24 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiPCHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WeiZ16,
author = {Xiu{-}Shen Wei and
Zhi{-}Hua Zhou},
title = {An empirical study on image bag generators for multi-instance learning},
journal = {Mach. Learn.},
volume = {105},
number = {2},
pages = {155--198},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5560-1},
doi = {10.1007/S10994-016-5560-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WeiZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FuXGZYZ16,
author = {Yanjie Fu and
Hui Xiong and
Yong Ge and
Yu Zheng and
Zijun Yao and
Zhi{-}Hua Zhou},
title = {Modeling of Geographic Dependencies for Real Estate Ranking},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {1},
pages = {11:1--11:27},
year = {2016},
url = {https://doi.org/10.1145/2934692},
doi = {10.1145/2934692},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/FuXGZYZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouZ16,
author = {Yu{-}Hang Zhou and
Zhi{-}Hua Zhou},
title = {Large Margin Distribution Learning with Cost Interval and Unlabeled
Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {7},
pages = {1749--1763},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2535283},
doi = {10.1109/TKDE.2016.2535283},
timestamp = {Thu, 27 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhouZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/QiangFGZS16,
author = {Yuting Qiang and
Yanwei Fu and
Yanwen Guo and
Zhi{-}Hua Zhou and
Leonid Sigal},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Learning to Generate Posters of Scientific Papers},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {51--57},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10000},
doi = {10.1609/AAAI.V30I1.10000},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/QiangFGZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KangLZ16,
author = {Wang{-}Cheng Kang and
Wu{-}Jun Li and
Zhi{-}Hua Zhou},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Column Sampling Based Discrete Supervised Hashing},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1230--1236},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10176},
doi = {10.1609/AAAI.V30I1.10176},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KangLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaoWLZ16,
author = {Wei Gao and
Lu Wang and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Risk Minimization in the Presence of Label Noise},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1575--1581},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10293},
doi = {10.1609/AAAI.V30I1.10293},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GaoWLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiKZ16,
author = {Yu{-}Feng Li and
James T. Kwok and
Zhi{-}Hua Zhou},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Towards Safe Semi-Supervised Learning for Multivariate Performance
Measures},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1816--1822},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10282},
doi = {10.1609/AAAI.V30I1.10282},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiKZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhanHCZ16,
author = {De{-}Chuan Zhan and
Peng Hu and
Zui Chu and
Zhi{-}Hua Zhou},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Learning Expected Hitting Time Distance},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2309--2314},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10277},
doi = {10.1609/AAAI.V30I1.10277},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhanHCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0005YYJZ16,
author = {Lijun Zhang and
Tianbao Yang and
Jinfeng Yi and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Stochastic Optimization for Kernel {PCA}},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2315--2322},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10242},
doi = {10.1609/AAAI.V30I1.10242},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0005YYJZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GaoNZ16,
author = {Wei Gao and
Xin{-}Yi Niu and
Zhi{-}Hua Zhou},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Learnability of Non-I.I.D},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {158--173},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Gao09.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/GaoNZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/0005YJZ16,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Ronald Ortner and
Hans Ulrich Simon and
Sandra Zilles},
title = {Sparse Learning for Large-Scale and High-Dimensional Data: {A} Randomized
Convex-Concave Optimization Approach},
booktitle = {Algorithmic Learning Theory - 27th International Conference, {ALT}
2016, Bari, Italy, October 19-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9925},
pages = {83--97},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46379-7\_6},
doi = {10.1007/978-3-319-46379-7\_6},
timestamp = {Fri, 08 Sep 2023 21:18:15 +0200},
biburl = {https://dblp.org/rec/conf/alt/0005YJZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuTZ16,
author = {Yue Zhu and
Kai Ming Ting and
Zhi{-}Hua Zhou},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Multi-label Learning with Emerging New Labels},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1371--1376},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0188},
doi = {10.1109/ICDM.2016.0188},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangYJXZ16,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Yichi Xiao and
Zhi{-}Hua Zhou},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Online Stochastic Linear Optimization under One-bit Feedback},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {392--401},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/zhangb16.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangYJXZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/QianYZ16,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Hujun Yin and
Yang Gao and
Bin Li and
Daoqiang Zhang and
Ming Yang and
Yun Li and
Frank Klawonn and
Antonio J. Tall{\'{o}}n{-}Ballesteros},
title = {A Lower Bound Analysis of Population-Based Evolutionary Algorithms
for Pseudo-Boolean Functions},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2016
- 17th International Conference, Yangzhou, China, October 12-14, 2016,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9937},
pages = {457--467},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46257-8\_49},
doi = {10.1007/978-3-319-46257-8\_49},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/QianYZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuoLZ16,
author = {Xuan Huo and
Ming Li and
Zhi{-}Hua Zhou},
editor = {Subbarao Kambhampati},
title = {Learning Unified Features from Natural and Programming Languages for
Locating Buggy Source Code},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1606--1612},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/230},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuoLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiWZ16,
author = {Yu{-}Feng Li and
Shao{-}Bo Wang and
Zhi{-}Hua Zhou},
editor = {Subbarao Kambhampati},
title = {Graph Quality Judgement: {A} Large Margin Expedition},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1725--1731},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/247},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuDLZ16,
author = {Li{-}Ping Liu and
Thomas G. Dietterich and
Nan Li and
Zhi{-}Hua Zhou},
editor = {Subbarao Kambhampati},
title = {Transductive Optimization of Top k Precision},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1781--1787},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/255},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuDLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/QianSYTZ16,
author = {Chao Qian and
Jing{-}Cheng Shi and
Yang Yu and
Ke Tang and
Zhi{-}Hua Zhou},
editor = {Subbarao Kambhampati},
title = {Parallel Pareto Optimization for Subset Selection},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1939--1945},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/277},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/QianSYTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangZ16,
author = {Lu Wang and
Zhi{-}Hua Zhou},
editor = {Subbarao Kambhampati},
title = {Cost-Saving Effect of Crowdsourcing Learning},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2111--2117},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/301},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TingZCZZ16,
author = {Kai Ming Ting and
Ye Zhu and
Mark James Carman and
Yue Zhu and
Zhi{-}Hua Zhou},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Overcoming Key Weaknesses of Distance-based Neighbourhood Methods
using a Data Dependent Dissimilarity Measure},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1205--1214},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939779},
doi = {10.1145/2939672.2939779},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TingZCZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MuZLXWZ16,
author = {Xin Mu and
Feida Zhu and
Ee{-}Peng Lim and
Jing Xiao and
Jianzong Wang and
Zhi{-}Hua Zhou},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {User Identity Linkage by Latent User Space Modelling},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1775--1784},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939849},
doi = {10.1145/2939672.2939849},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MuZLXWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YeZSJZ16,
author = {Han{-}Jia Ye and
De{-}Chuan Zhan and
Xue{-}Min Si and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {What Makes Objects Similar: {A} Unified Multi-Metric Learning Approach},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1235--1243},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/8fecb20817b3847419bb3de39a609afe-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YeZSJZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/QianTZ16,
author = {Chao Qian and
Ke Tang and
Zhi{-}Hua Zhou},
editor = {Julia Handl and
Emma Hart and
Peter R. Lewis and
Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Gabriela Ochoa and
Ben Paechter},
title = {Selection Hyper-heuristics Can Provably Be Helpful in Evolutionary
Multi-objective Optimization},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIV} - 14th International
Conference, Edinburgh, UK, September 17-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9921},
pages = {835--846},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45823-6\_78},
doi = {10.1007/978-3-319-45823-6\_78},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/QianTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/WangZ16,
author = {Xiao{-}Dong Wang and
Zhi{-}Hua Zhou},
editor = {Richard Booth and
Min{-}Ling Zhang},
title = {Facial Age Estimation by Total Ordering Preserving Projection},
booktitle = {{PRICAI} 2016: Trends in Artificial Intelligence - 14th Pacific Rim
International Conference on Artificial Intelligence, Phuket, Thailand,
August 22-26, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9810},
pages = {603--615},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42911-3\_50},
doi = {10.1007/978-3-319-42911-3\_50},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/WangZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2016,
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7837023/proceeding},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2016w,
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7836069/proceeding},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2016w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhouWZZ16,
author = {Guo{-}Bing Zhou and
Jianxin Wu and
Chen{-}Lin Zhang and
Zhi{-}Hua Zhou},
title = {Minimal Gated Unit for Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1603.09420},
year = {2016},
url = {http://arxiv.org/abs/1603.09420},
eprinttype = {arXiv},
eprint = {1603.09420},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhouWZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QiangFGZS16,
author = {Yuting Qiang and
Yanwei Fu and
Yanwen Guo and
Zhi{-}Hua Zhou and
Leonid Sigal},
title = {Learning to Generate Posters of Scientific Papers},
journal = {CoRR},
volume = {abs/1604.01219},
year = {2016},
url = {http://arxiv.org/abs/1604.01219},
eprinttype = {arXiv},
eprint = {1604.01219},
timestamp = {Tue, 02 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/QiangFGZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangZ16a,
author = {Teng Zhang and
Zhi{-}Hua Zhou},
title = {Optimal Margin Distribution Machine},
journal = {CoRR},
volume = {abs/1604.03348},
year = {2016},
url = {http://arxiv.org/abs/1604.03348},
eprinttype = {arXiv},
eprint = {1604.03348},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangZ16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeiLW16,
author = {Xiu{-}Shen Wei and
Jian{-}Hao Luo and
Jianxin Wu and
Zhi{-}Hua Zhou},
title = {Selective Convolutional Descriptor Aggregation for Fine-Grained Image
Retrieval},
journal = {CoRR},
volume = {abs/1604.04994},
year = {2016},
url = {http://arxiv.org/abs/1604.04994},
eprinttype = {arXiv},
eprint = {1604.04994},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeiLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouZ16,
author = {Chenping Hou and
Zhi{-}Hua Zhou},
title = {One-Pass Learning with Incremental and Decremental Features},
journal = {CoRR},
volume = {abs/1605.09082},
year = {2016},
url = {http://arxiv.org/abs/1605.09082},
eprinttype = {arXiv},
eprint = {1605.09082},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HouZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MuTZ16,
author = {Xin Mu and
Kai Ming Ting and
Zhi{-}Hua Zhou},
title = {Classification under Streaming Emerging New Classes: {A} Solution
using Completely Random Trees},
journal = {CoRR},
volume = {abs/1605.09131},
year = {2016},
url = {http://arxiv.org/abs/1605.09131},
eprinttype = {arXiv},
eprint = {1605.09131},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MuTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QianYZ16,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
title = {A Lower Bound Analysis of Population-based Evolutionary Algorithms
for Pseudo-Boolean Functions},
journal = {CoRR},
volume = {abs/1606.03326},
year = {2016},
url = {http://arxiv.org/abs/1606.03326},
eprinttype = {arXiv},
eprint = {1606.03326},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/QianYZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GaoNZ16,
author = {Wei Gao and
Xin{-}Yi Niu and
Zhi{-}Hua Zhou},
title = {On the Consistency of Exact and Approximate Nearest Neighbor with
Noisy Data},
journal = {CoRR},
volume = {abs/1607.07526},
year = {2016},
url = {http://arxiv.org/abs/1607.07526},
eprinttype = {arXiv},
eprint = {1607.07526},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GaoNZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0005YYJZ16,
author = {Lijun Zhang and
Tianbao Yang and
Jinfeng Yi and
Rong Jin and
Zhi{-}Hua Zhou},
title = {Improved dynamic regret for non-degeneracy functions},
journal = {CoRR},
volume = {abs/1608.03933},
year = {2016},
url = {http://arxiv.org/abs/1608.03933},
eprinttype = {arXiv},
eprint = {1608.03933},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/0005YYJZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuZ16,
author = {Xi{-}Zhu Wu and
Zhi{-}Hua Zhou},
title = {A Unified View of Multi-Label Performance Measures},
journal = {CoRR},
volume = {abs/1609.00288},
year = {2016},
url = {http://arxiv.org/abs/1609.00288},
eprinttype = {arXiv},
eprint = {1609.00288},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WuZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DingZ16,
author = {Yao{-}Xiang Ding and
Zhi{-}Hua Zhou},
title = {Crowdsourcing with Unsure Option},
journal = {CoRR},
volume = {abs/1609.00292},
year = {2016},
url = {http://arxiv.org/abs/1609.00292},
eprinttype = {arXiv},
eprint = {1609.00292},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DingZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PangGTZ16,
author = {Ming Pang and
Wei Gao and
Min Tao and
Zhi{-}Hua Zhou},
title = {Unorganized Malicious Attacks Detection},
journal = {CoRR},
volume = {abs/1610.04086},
year = {2016},
url = {http://arxiv.org/abs/1610.04086},
eprinttype = {arXiv},
eprint = {1610.04086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PangGTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/QianYZ15,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Variable solution structure can be helpful in evolutionary optimization},
journal = {Sci. China Inf. Sci.},
volume = {58},
number = {11},
pages = {1--17},
year = {2015},
url = {https://doi.org/10.1007/s11432-015-5382-y},
doi = {10.1007/S11432-015-5382-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/QianYZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/WangZ15a,
author = {Wei Wang and
Zhi{-}Hua Zhou},
title = {Crowdsourcing label quality: a theoretical analysis},
journal = {Sci. China Inf. Sci.},
volume = {58},
number = {11},
pages = {1--12},
year = {2015},
url = {https://doi.org/10.1007/s11432-015-5391-x},
doi = {10.1007/S11432-015-5391-X},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/WangZ15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiZ15,
author = {Yu{-}Feng Li and
Zhi{-}Hua Zhou},
title = {Towards Making Unlabeled Data Never Hurt},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {37},
number = {1},
pages = {175--188},
year = {2015},
url = {https://doi.org/10.1109/TPAMI.2014.2299812},
doi = {10.1109/TPAMI.2014.2299812},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LiZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/YuQZ15,
author = {Yang Yu and
Chao Qian and
Zhi{-}Hua Zhou},
title = {Switch Analysis for Running Time Analysis of Evolutionary Algorithms},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {19},
number = {6},
pages = {777--792},
year = {2015},
url = {https://doi.org/10.1109/TEVC.2014.2378891},
doi = {10.1109/TEVC.2014.2378891},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/YuQZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuZWJZ15,
author = {Ju{-}Hua Hu and
De{-}Chuan Zhan and
Xintao Wu and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Pairwised Specific Distance Learning from Physical Linkages},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {9},
number = {3},
pages = {20:1--20:27},
year = {2015},
url = {https://doi.org/10.1145/2700405},
doi = {10.1145/2700405},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HuZWJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuJLZL15,
author = {Jing Liu and
Yu Jiang and
Zechao Li and
Zhi{-}Hua Zhou and
Hanqing Lu},
title = {Partially Shared Latent Factor Learning With Multiview Data},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {6},
pages = {1233--1246},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2335234},
doi = {10.1109/TNNLS.2014.2335234},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiuJLZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/todaes/GuoCZTLQC15,
author = {Qi Guo and
Tianshi Chen and
Zhi{-}Hua Zhou and
Olivier Temam and
Ling Li and
Depei Qian and
Yunji Chen},
title = {Robust Design Space Modeling},
journal = {{ACM} Trans. Design Autom. Electr. Syst.},
volume = {20},
number = {2},
pages = {18:1--18:22},
year = {2015},
url = {https://doi.org/10.1145/2668118},
doi = {10.1145/2668118},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/todaes/GuoCZTLQC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DaiZHCZ15,
author = {Xin{-}Yu Dai and
Jianbing Zhang and
Shujian Huang and
Jiajun Chen and
Zhi{-}Hua Zhou},
editor = {Blai Bonet and
Sven Koenig},
title = {Structured Sparsity with Group-Graph Regularization},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1714--1720},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9449},
doi = {10.1609/AAAI.V29I1.9449},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DaiZHCZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/QianYZ15,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Blai Bonet and
Sven Koenig},
title = {Pareto Ensemble Pruning},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2935--2941},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9579},
doi = {10.1609/AAAI.V29I1.9579},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/QianYZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0005YJZ15,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Blai Bonet and
Sven Koenig},
title = {Online Bandit Learning for a Special Class of Non-Convex Losses},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3158--3164},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9589},
doi = {10.1609/AAAI.V29I1.9589},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0005YJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DaiZ15,
author = {Wang{-}Zhou Dai and
Zhi{-}Hua Zhou},
title = {Statistical Unfolded Logic Learning},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {349--361},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Dai15.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/DaiZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhuGZ15,
author = {Yue Zhu and
Wei Gao and
Zhi{-}Hua Zhou},
title = {One-Pass Multi-View Learning},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {407--422},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Zhu15.html},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhuGZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0005YJZ15,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {A Simple Homotopy Algorithm for Compressive Sensing},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/zhang15.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/0005YJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YeZMJZ15,
author = {Han{-}Jia Ye and
De{-}Chuan Zhan and
Yuan Miao and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Rank Consistency based Multi-View Learning: {A} Privacy-Preserving
Approach},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {991--1000},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806552},
doi = {10.1145/2806416.2806552},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YeZMJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuJZ15,
author = {Miao Xu and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Francis R. Bach and
David M. Blei},
title = {{CUR} Algorithm for Partially Observed Matrices},
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 = {1412--1421},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/xua15.html},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/QianYZ15,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {On Constrained Boolean Pareto Optimization},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {389--395},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/061},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/QianYZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GaoZ15,
author = {Wei Gao and
Zhi{-}Hua Zhou},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {On the Consistency of {AUC} Pairwise Optimization},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {939--945},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/137},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GaoZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuangCZ15,
author = {Sheng{-}Jun Huang and
Songcan Chen and
Zhi{-}Hua Zhou},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Multi-Label Active Learning: Query Type Matters},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {946--952},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/138},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuangCZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhongTZ15,
author = {Jinhong Zhong and
Ke Tang and
Zhi{-}Hua Zhou},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Active Learning from Crowds with Unsure Option},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {1061--1068},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/154},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhongTZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/DaiMZ15,
author = {Wang{-}Zhou Dai and
Stephen H. Muggleton and
Zhi{-}Hua Zhou},
editor = {Katsumi Inoue and
Hayato Ohwada and
Akihiro Yamamoto},
title = {Logical Vision: Meta-Interpretive Learning for Simple Geometrical
Concepts},
booktitle = {Late Breaking Papers of the 25th International Conference on Inductive
Logic Programming, Kyoto University, Kyoto, Japan, August 20th to
22nd, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1636},
pages = {1--16},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1636/paper-01.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:03 +0100},
biburl = {https://dblp.org/rec/conf/ilp/DaiMZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/LiJZ15,
author = {Nan Li and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Friedhelm Schwenker and
Fabio Roli and
Josef Kittler},
title = {Multi-label Selective Ensemble},
booktitle = {Multiple Classifier Systems - 12th International Workshop, {MCS} 2015,
G{\"{u}}nzburg, Germany, June 29 - July 1, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9132},
pages = {76--88},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20248-8\_7},
doi = {10.1007/978-3-319-20248-8\_7},
timestamp = {Sat, 09 Apr 2022 12:40:52 +0200},
biburl = {https://dblp.org/rec/conf/mcs/LiJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QianYZ15,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Subset Selection by Pareto Optimization},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1774--1782},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/b4d168b48157c623fbd095b4a565b5bb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/QianYZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/KwokZX15,
author = {James Tin{-}Yau Kwok and
Zhi{-}Hua Zhou and
Lei Xu},
editor = {Janusz Kacprzyk and
Witold Pedrycz},
title = {Machine Learning},
booktitle = {Springer Handbook of Computational Intelligence},
series = {Springer Handbooks},
pages = {495--522},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-43505-2\_29},
doi = {10.1007/978-3-662-43505-2\_29},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/sp/KwokZX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2015,
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7373198/proceeding},
isbn = {978-1-4673-9504-5},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iscide/2015-1,
editor = {Xiaofei He and
Xinbo Gao and
Yanning Zhang and
Zhi{-}Hua Zhou and
Zhiyong Liu and
Baochuan Fu and
Fuyuan Hu and
Zhancheng Zhang},
title = {Intelligence Science and Big Data Engineering. Image and Video Data
Engineering - 5th International Conference, IScIDE 2015, Suzhou, China,
June 14-16, 2015, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9242},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23989-7},
doi = {10.1007/978-3-319-23989-7},
isbn = {978-3-319-23987-3},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscide/2015-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iscide/2015-2,
editor = {Xiaofei He and
Xinbo Gao and
Yanning Zhang and
Zhi{-}Hua Zhou and
Zhiyong Liu and
Baochuan Fu and
Fuyuan Hu and
Zhancheng Zhang},
title = {Intelligence Science and Big Data Engineering. Big Data and Machine
Learning Techniques - 5th International Conference, IScIDE 2015, Suzhou,
China, June 14-16, 2015, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9243},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23862-3},
doi = {10.1007/978-3-319-23862-3},
isbn = {978-3-319-23861-6},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscide/2015-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2015-1,
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9077},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18038-0},
doi = {10.1007/978-3-319-18038-0},
isbn = {978-3-319-18037-3},
timestamp = {Tue, 24 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2015-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2015-2,
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8},
doi = {10.1007/978-3-319-18032-8},
isbn = {978-3-319-18031-1},
timestamp = {Tue, 24 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2015-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2015-w,
editor = {Xiaoli Li and
Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam,
May 19-21, 2015. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9441},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25660-3},
doi = {10.1007/978-3-319-25660-3},
isbn = {978-3-319-25659-7},
timestamp = {Tue, 24 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2015-w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/Zhou15,
author = {Zhi{-}Hua Zhou},
editor = {Stan Z. Li and
Anil K. Jain},
title = {Ensemble Learning},
booktitle = {Encyclopedia of Biometrics, Second Edition},
pages = {411--416},
publisher = {Springer {US}},
year = {2015},
url = {https://doi.org/10.1007/978-1-4899-7488-4\_293},
doi = {10.1007/978-1-4899-7488-4\_293},
timestamp = {Fri, 27 Oct 2017 15:34:05 +0200},
biburl = {https://dblp.org/rec/reference/bio/Zhou15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoLZ15,
author = {Shen{-}Yi Zhao and
Wu{-}Jun Li and
Zhi{-}Hua Zhou},
title = {Scalable Stochastic Alternating Direction Method of Multipliers},
journal = {CoRR},
volume = {abs/1502.03529},
year = {2015},
url = {http://arxiv.org/abs/1502.03529},
eprinttype = {arXiv},
eprint = {1502.03529},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0005YJZ15,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Zhi{-}Hua Zhou},
title = {Analysis of Nuclear Norm Regularization for Full-rank Matrix Completion},
journal = {CoRR},
volume = {abs/1504.06817},
year = {2015},
url = {http://arxiv.org/abs/1504.06817},
eprinttype = {arXiv},
eprint = {1504.06817},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/0005YJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiJZ15,
author = {Shao{-}Yuan Li and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Multi-Label Active Learning from Crowds},
journal = {CoRR},
volume = {abs/1508.00722},
year = {2015},
url = {http://arxiv.org/abs/1508.00722},
eprinttype = {arXiv},
eprint = {1508.00722},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0005YJZ15a,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Zhi{-}Hua Zhou},
title = {Online Stochastic Linear Optimization under One-bit Feedback},
journal = {CoRR},
volume = {abs/1509.07728},
year = {2015},
url = {http://arxiv.org/abs/1509.07728},
eprinttype = {arXiv},
eprint = {1509.07728},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/0005YJZ15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuDLZ15,
author = {Li{-}Ping Liu and
Thomas G. Dietterich and
Nan Li and
Zhi{-}Hua Zhou},
title = {Transductive Optimization of Top k Precision},
journal = {CoRR},
volume = {abs/1510.05976},
year = {2015},
url = {http://arxiv.org/abs/1510.05976},
eprinttype = {arXiv},
eprint = {1510.05976},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuDLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0005YJZ15b,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Zhi{-}Hua Zhou},
title = {Stochastic Proximal Gradient Descent for Nuclear Norm Regularization},
journal = {CoRR},
volume = {abs/1511.01664},
year = {2015},
url = {http://arxiv.org/abs/1511.01664},
eprinttype = {arXiv},
eprint = {1511.01664},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/0005YJZ15b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0005YJZ15c,
author = {Lijun Zhang and
Tianbao Yang and
Rong Jin and
Zhi{-}Hua Zhou},
title = {Sparse Learning for Large-scale and High-dimensional Data: {A} Randomized
Convex-concave Optimization Approach},
journal = {CoRR},
volume = {abs/1511.03766},
year = {2015},
url = {http://arxiv.org/abs/1511.03766},
eprinttype = {arXiv},
eprint = {1511.03766},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/0005YJZ15c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/YuanPJMZNKY14,
author = {Lei Yuan and
Cheng Pan and
Shuiwang Ji and
Michael McCutchan and
Zhi{-}Hua Zhou and
Stuart J. Newfeld and
Sudhir Kumar and
Jieping Ye},
title = {Automated annotation of developmental stages of \emph{Drosophila}
embryos in images containing spatial patterns of expression},
journal = {Bioinform.},
volume = {30},
number = {2},
pages = {266--273},
year = {2014},
url = {https://doi.org/10.1093/bioinformatics/btt648},
doi = {10.1093/BIOINFORMATICS/BTT648},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/YuanPJMZNKY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangZZ14,
author = {Yanning Zhang and
Zhi{-}Hua Zhou and
Changshui Zhang},
title = {Special issue on the Sino-foreign-interchange workshop on intelligence
science and intelligent data engineering},
journal = {Neurocomputing},
volume = {134},
pages = {1--2},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.12.051},
doi = {10.1016/J.NEUCOM.2013.12.051},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HuangJZ14,
author = {Sheng{-}Jun Huang and
Rong Jin and
Zhi{-}Hua Zhou},
title = {Active Learning by Querying Informative and Representative Examples},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {10},
pages = {1936--1949},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2014.2307881},
doi = {10.1109/TPAMI.2014.2307881},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/HuangJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DyZ14,
author = {Jennifer G. Dy and
Zhi{-}Hua Zhou},
title = {Editorial to the Special Issue of Selected Papers of {SDM} 2013},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {4},
pages = {227--228},
year = {2014},
url = {https://doi.org/10.1002/sam.11238},
doi = {10.1002/SAM.11238},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DyZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/WuHZ14,
author = {Jian{-}Sheng Wu and
Sheng{-}Jun Huang and
Zhi{-}Hua Zhou},
title = {Genome-Wide Protein Function Prediction through Multi-Instance Multi-Label
Learning},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {11},
number = {5},
pages = {891--902},
year = {2014},
url = {https://doi.org/10.1109/TCBB.2014.2323058},
doi = {10.1109/TCBB.2014.2323058},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/WuHZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ChenZLZ14,
author = {Chao Chen and
Daqing Zhang and
Nan Li and
Zhi{-}Hua Zhou},
title = {B-Planner: Planning Bidirectional Night Bus Routes Using Large-Scale
Taxi {GPS} Traces},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {15},
number = {4},
pages = {1451--1465},
year = {2014},
url = {https://doi.org/10.1109/TITS.2014.2298892},
doi = {10.1109/TITS.2014.2298892},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/ChenZLZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZ14,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {A Review on Multi-Label Learning Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {8},
pages = {1819--1837},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.39},
doi = {10.1109/TKDE.2013.39},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DaYZ14,
author = {Qing Da and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Carla E. Brodley and
Peter Stone},
title = {Learning with Augmented Class by Exploiting Unlabeled Data},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1760--1766},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8997},
doi = {10.1609/AAAI.V28I1.8997},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DaYZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuangGZ14,
author = {Sheng{-}Jun Huang and
Wei Gao and
Zhi{-}Hua Zhou},
editor = {Carla E. Brodley and
Peter Stone},
title = {Fast Multi-Instance Multi-Label Learning},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1868--1874},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8970},
doi = {10.1609/AAAI.V28I1.8970},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuangGZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiJZ14,
author = {Shao{-}Yuan Li and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Carla E. Brodley and
Peter Stone},
title = {Partial Multi-View Clustering},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1968--1974},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8973},
doi = {10.1609/AAAI.V28I1.8973},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NguyenWLZ14,
author = {Cam{-}Tu Nguyen and
Xiaoliang Wang and
Jing Liu and
Zhi{-}Hua Zhou},
editor = {Carla E. Brodley and
Peter Stone},
title = {Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label
Learning},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {2013--2019},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8999},
doi = {10.1609/AAAI.V28I1.8999},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NguyenWLZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZ14,
author = {Weijia Zhang and
Zhi{-}Hua Zhou},
editor = {Carla E. Brodley and
Peter Stone},
title = {Multi-Instance Learning with Distribution Change},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {2184--2190},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8971},
doi = {10.1609/AAAI.V28I1.8971},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhuWJZ14,
author = {Yue Zhu and
Jianxin Wu and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Dinh Q. Phung and
Hang Li},
title = {Learning with Augmented Multi-Instance View},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/zhu14.html},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhuWJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Zhou14,
author = {Zhi{-}Hua Zhou},
editor = {Neamat El Gayar and
Friedhelm Schwenker and
Cheng Suen},
title = {Large Margin Distribution Learning},
booktitle = {Artificial Neural Networks in Pattern Recognition - 6th {IAPR} {TC}
3 International Workshop, {ANNPR} 2014, Montreal, QC, Canada, October
6-8, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8774},
pages = {1--11},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11656-3\_1},
doi = {10.1007/978-3-319-11656-3\_1},
timestamp = {Sun, 25 Oct 2020 23:01:53 +0100},
biburl = {https://dblp.org/rec/conf/annpr/Zhou14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/DaYZ14,
author = {Qing Da and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Napping for functional representation of policy},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {189--196},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2615764},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/DaYZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuangYTZ14,
author = {Chi{-}Min Huang and
Josh Jia{-}Ching Ying and
Vincent S. Tseng and
Zhi{-}Hua Zhou},
title = {Location semantics prediction for living analytics by mining smartphone
data},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {527--533},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058122},
doi = {10.1109/DSAA.2014.7058122},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HuangYTZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WeiWZ14,
author = {Xiu{-}Shen Wei and
Jianxin Wu and
Zhi{-}Hua Zhou},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Scalable Multi-instance Learning},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {1037--1042},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.16},
doi = {10.1109/ICDM.2014.16},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WeiWZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/ChenGTTXZC14,
author = {Tianshi Chen and
Qi Guo and
Ke Tang and
Olivier Temam and
Zhiwei Xu and
Zhi{-}Hua Zhou and
Yunji Chen},
title = {ArchRanker: {A} ranking approach to design space exploration},
booktitle = {{ACM/IEEE} 41st International Symposium on Computer Architecture,
{ISCA} 2014, Minneapolis, MN, USA, June 14-18, 2014},
pages = {85--96},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ISCA.2014.6853198},
doi = {10.1109/ISCA.2014.6853198},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isca/ChenGTTXZC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZ14,
author = {Teng Zhang and
Zhi{-}Hua Zhou},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Large margin distribution machine},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {313--322},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623710},
doi = {10.1145/2623330.2623710},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FuXGYZZ14,
author = {Yanjie Fu and
Hui Xiong and
Yong Ge and
Zijun Yao and
Yu Zheng and
Zhi{-}Hua Zhou},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Exploiting geographic dependencies for real estate appraisal: a mutual
perspective of ranking and clustering},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1047--1056},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623675},
doi = {10.1145/2623330.2623675},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FuXGYZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangYZ14,
author = {Jiawei Zhang and
Philip S. Yu and
Zhi{-}Hua Zhou},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Meta-path based multi-network collective link prediction},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1286--1295},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623645},
doi = {10.1145/2623330.2623645},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangYZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiJZ14,
author = {Nan Li and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Top Rank Optimization in Linear Time},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1502--1510},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/670e8a43b246801ca1eaca97b3e19189-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/QianYJZ14,
author = {Chao Qian and
Yang Yu and
Yaochu Jin and
Zhi{-}Hua Zhou},
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {On the Effectiveness of Sampling for Evolutionary Optimization in
Noisy Environments},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIII} - 13th International
Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8672},
pages = {302--311},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2\_30},
doi = {10.1007/978-3-319-10762-2\_30},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/QianYJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2014w,
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/7022263/proceeding},
isbn = {978-1-4799-4274-9},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2014w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2014-1,
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8443},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0},
doi = {10.1007/978-3-319-06608-0},
isbn = {978-3-319-06607-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2014-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2014-2,
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8444},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06605-9},
doi = {10.1007/978-3-319-06605-9},
isbn = {978-3-319-06604-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2014-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2014-w,
editor = {Wen{-}Chih Peng and
Haixun Wang and
James Bailey and
Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen},
title = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD,
MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan,
May 13-16, 2014. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8643},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13186-3},
doi = {10.1007/978-3-319-13186-3},
isbn = {978-3-319-13185-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2014-w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GaoZ14,
author = {Wei Gao and
Zhi{-}Hua Zhou},
title = {Dropout Rademacher Complexity of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1402.3811},
year = {2014},
url = {http://arxiv.org/abs/1402.3811},
eprinttype = {arXiv},
eprint = {1402.3811},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GaoZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiZ14,
author = {Wang{-}Zhou Dai and
Zhi{-}Hua Zhou},
title = {Inductive Logic Boosting},
journal = {CoRR},
volume = {abs/1402.6077},
year = {2014},
url = {http://arxiv.org/abs/1402.6077},
eprinttype = {arXiv},
eprint = {1402.6077},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiJZ14,
author = {Nan Li and
Rong Jin and
Zhi{-}Hua Zhou},
title = {Top Rank Optimization in Linear Time},
journal = {CoRR},
volume = {abs/1410.1462},
year = {2014},
url = {http://arxiv.org/abs/1410.1462},
eprinttype = {arXiv},
eprint = {1410.1462},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuJZ14,
author = {Miao Xu and
Rong Jin and
Zhi{-}Hua Zhou},
title = {{CUR} Algorithm for Partially Observed Matrices},
journal = {CoRR},
volume = {abs/1411.0860},
year = {2014},
url = {http://arxiv.org/abs/1411.0860},
eprinttype = {arXiv},
eprint = {1411.0860},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/XuJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GaoZ13,
author = {Wei Gao and
Zhi{-}Hua Zhou},
title = {On the consistency of multi-label learning},
journal = {Artif. Intell.},
volume = {199-200},
pages = {22--44},
year = {2013},
url = {https://doi.org/10.1016/j.artint.2013.03.001},
doi = {10.1016/J.ARTINT.2013.03.001},
timestamp = {Sat, 09 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/GaoZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GaoZ13a,
author = {Wei Gao and
Zhi{-}Hua Zhou},
title = {On the doubt about margin explanation of boosting},
journal = {Artif. Intell.},
volume = {203},
pages = {1--18},
year = {2013},
url = {https://doi.org/10.1016/j.artint.2013.07.002},
doi = {10.1016/J.ARTINT.2013.07.002},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/GaoZ13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/QianYZ13,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
title = {An analysis on recombination in multi-objective evolutionary optimization},
journal = {Artif. Intell.},
volume = {204},
pages = {99--119},
year = {2013},
url = {https://doi.org/10.1016/j.artint.2013.09.002},
doi = {10.1016/J.ARTINT.2013.09.002},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/QianYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhangZ13,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {Exploiting unlabeled data to enhance ensemble diversity},
journal = {Data Min. Knowl. Discov.},
volume = {26},
number = {1},
pages = {98--129},
year = {2013},
url = {https://doi.org/10.1007/s10618-011-0243-9},
doi = {10.1007/S10618-011-0243-9},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ZhangZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/WuWLZ13,
author = {Leting Wu and
Xintao Wu and
Aidong Lu and
Zhi{-}Hua Zhou},
title = {A spectral approach to detecting subtle anomalies in graphs},
journal = {J. Intell. Inf. Syst.},
volume = {41},
number = {2},
pages = {313--337},
year = {2013},
url = {https://doi.org/10.1007/s10844-013-0246-7},
doi = {10.1007/S10844-013-0246-7},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/WuWLZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiTKZ13,
author = {Yu{-}Feng Li and
Ivor W. Tsang and
James T. Kwok and
Zhi{-}Hua Zhou},
title = {Convex and scalable weakly labeled SVMs},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2151--2188},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567730},
doi = {10.5555/2567709.2567730},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiTKZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/WangZGW13,
author = {Shaowei Wang and
Zhi{-}Hua Zhou and
Mengyao Ge and
Chonggang Wang},
title = {Resource Allocation for Heterogeneous Cognitive Radio Networks with
Imperfect Spectrum Sensing},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {31},
number = {3},
pages = {464--475},
year = {2013},
url = {https://doi.org/10.1109/JSAC.2013.130312},
doi = {10.1109/JSAC.2013.130312},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/WangZGW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhouLHBM13,
author = {Zhi{-}Hua Zhou and
Wee Sun Lee and
Steven C. H. Hoi and
Wray L. Buntine and
Hiroshi Motoda},
title = {Introduction: special issue of selected papers of {ACML} 2012},
journal = {Mach. Learn.},
volume = {92},
number = {2-3},
pages = {221--223},
year = {2013},
url = {https://doi.org/10.1007/s10994-013-5384-1},
doi = {10.1007/S10994-013-5384-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhouLHBM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiTZ13,
author = {Nan Li and
Ivor W. Tsang and
Zhi{-}Hua Zhou},
title = {Efficient Optimization of Performance Measures by Classifier Adaptation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {6},
pages = {1370--1382},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2012.172},
doi = {10.1109/TPAMI.2012.172},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LiTZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GengYZ13,
author = {Xin Geng and
Chao Yin and
Zhi{-}Hua Zhou},
title = {Facial Age Estimation by Learning from Label Distributions},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {10},
pages = {2401--2412},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2013.51},
doi = {10.1109/TPAMI.2013.51},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GengYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SongTCZ13,
author = {Fengyi Song and
Xiaoyang Tan and
Songcan Chen and
Zhi{-}Hua Zhou},
title = {A literature survey on robust and efficient eye localization in real-life
scenarios},
journal = {Pattern Recognit.},
volume = {46},
number = {12},
pages = {3157--3173},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2013.05.009},
doi = {10.1016/J.PATCOG.2013.05.009},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/SongTCZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/WuZ13,
author = {Jian{-}Sheng Wu and
Zhi{-}Hua Zhou},
title = {Sequence-Based Prediction of microRNA-Binding Residues in Proteins
Using Cost-Sensitive Laplacian Support Vector Machines},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {10},
number = {3},
pages = {752--759},
year = {2013},
url = {https://doi.org/10.1109/TCBB.2013.75},
doi = {10.1109/TCBB.2013.75},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/WuZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ChenCGZLX13,
author = {Tianshi Chen and
Yunji Chen and
Qi Guo and
Zhi{-}Hua Zhou and
Ling Li and
Zhiwei Xu},
title = {Effective and efficient microprocessor design space exploration using
unlabeled design configurations},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {5},
number = {1},
pages = {20:1--20:18},
year = {2013},
url = {https://doi.org/10.1145/2542182.2542202},
doi = {10.1145/2542182.2542202},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/ChenCGZLX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/JinYMLZ13,
author = {Rong Jin and
Tianbao Yang and
Mehrdad Mahdavi and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
title = {Improved Bounds for the Nystr{\"{o}}m Method With Application
to Kernel Classification},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {10},
pages = {6939--6949},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2271378},
doi = {10.1109/TIT.2013.2271378},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/JinYMLZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KongNZ13,
author = {Xiangnan Kong and
Michael K. Ng and
Zhi{-}Hua Zhou},
title = {Transductive Multilabel Learning via Label Set Propagation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {3},
pages = {704--719},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2011.141},
doi = {10.1109/TKDE.2011.141},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/KongNZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuLZ13,
author = {Miao Xu and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Marie desJardins and
Michael L. Littman},
title = {Multi-Label Learning with {PRO} Loss},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {998--1004},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8689},
doi = {10.1609/AAAI.V27I1.8689},
timestamp = {Mon, 04 Sep 2023 15:56:33 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuLZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangZ13,
author = {Wei Wang and
Zhi{-}Hua Zhou},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Co-Training with Insufficient Views},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {467--482},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Wang13b.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuLZ13,
author = {Xu{-}Ying Liu and
Qian{-}Qian Li and
Zhi{-}Hua Zhou},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Learning Imbalanced Multi-class Data with Optimal Dichotomy Weights},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {478--487},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.51},
doi = {10.1109/ICDM.2013.51},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuLZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangZ13,
author = {Sheng{-}Jun Huang and
Zhi{-}Hua Zhou},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Active Query Driven by Uncertainty and Diversity for Incremental Multi-label
Learning},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {1079--1084},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.74},
doi = {10.1109/ICDM.2013.74},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoJZZ13,
author = {Wei Gao and
Rong Jin and
Shenghuo Zhu and
Zhi{-}Hua Zhou},
title = {One-Pass {AUC} Optimization},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {906--914},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/gao13.html},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GaoJZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Zhou13,
author = {Zhi{-}Hua Zhou},
editor = {Jo{\~{a}}o Gama and
Michael May and
Nuno Cavalheiro Marques and
Paulo Cortez and
Carlos Abreu Ferreira},
title = {Exploiting Label Relationship in Multi-Label Learning},
booktitle = {Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located
with the 23rd International Joint Conference on Artificial Intelligence
{(IJCAI} 2013), Beijing, China, August 3, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1088},
pages = {1},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1088/invited1.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:31 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/Zhou13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GaoZ13,
author = {Wei Gao and
Zhi{-}Hua Zhou},
editor = {Francesca Rossi},
title = {Uniform Convergence, Stability and Learnability for Ranking Problems},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1337--1343},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6701},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/GaoZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/NguyenZZ13,
author = {Cam{-}Tu Nguyen and
De{-}Chuan Zhan and
Zhi{-}Hua Zhou},
editor = {Francesca Rossi},
title = {Multi-Modal Image Annotation with Multi-Instance Multi-Label {LDA}},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1558--1564},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6729},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/NguyenZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangJZ13,
author = {Shu{-}Jun Yang and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Francesca Rossi},
title = {Multi-Instance Multi-Label Learning with Weak Label},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1862--1868},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6741},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/YangJZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuYZ13,
author = {Yang Yu and
Xin Yao and
Zhi{-}Hua Zhou},
editor = {Francesca Rossi},
title = {On the Approximation Ability of Evolutionary Optimization with Application
to Minimum Set Cover: Extended Abstract},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {3190--3194},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6519},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/YuYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/LiZ13,
author = {Nan Li and
Zhi{-}Hua Zhou},
editor = {Zhi{-}Hua Zhou and
Fabio Roli and
Josef Kittler},
title = {Selective Ensemble of Classifier Chains},
booktitle = {Multiple Classifier Systems, 11th International Workshop, {MCS} 2013,
Nanjing, China, May 15-17, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7872},
pages = {146--156},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38067-9\_13},
doi = {10.1007/978-3-642-38067-9\_13},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mcs/LiZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuJZ13,
author = {Miao Xu and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Speedup Matrix Completion with Side Information: Application to Multi-Label
Learning},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2301--2309},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/e58cc5ca94270acaceed13bc82dfedf7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuJZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/ChenZZLAL13,
author = {Chao Chen and
Daqing Zhang and
Zhi{-}Hua Zhou and
Nan Li and
T{\"{u}}lin Atmaca and
Shijian Li},
title = {B-Planner: Night bus route planning using large-scale taxi {GPS} traces},
booktitle = {2013 {IEEE} International Conference on Pervasive Computing and Communications,
PerCom 2013, San Diego, CA, USA, March 18-22, 2013},
pages = {225--233},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/PerCom.2013.6526736},
doi = {10.1109/PERCOM.2013.6526736},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/ChenZZLAL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psl/DaYZ13,
author = {Qing Da and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Zhi{-}Hua Zhou and
Friedhelm Schwenker},
title = {Self-Practice Imitation Learning from Weak Policy},
booktitle = {Partially Supervised Learning - Second {IAPR} International Workshop,
{PSL} 2013, Nanjing, China, May 13-14, 2013 Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8183},
pages = {9--20},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40705-5\_2},
doi = {10.1007/978-3-642-40705-5\_2},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/psl/DaYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iscide/2013,
editor = {Changyin Sun and
Fang Fang and
Zhi{-}Hua Zhou and
Wankou Yang and
Zhiyong Liu},
title = {Intelligence Science and Big Data Engineering - 4th International
Conference, IScIDE 2013, Beijing, China, July 31 - August 2, 2013,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8261},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-42057-3},
doi = {10.1007/978-3-642-42057-3},
isbn = {978-3-642-42056-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscide/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mcs/2013,
editor = {Zhi{-}Hua Zhou and
Fabio Roli and
Josef Kittler},
title = {Multiple Classifier Systems, 11th International Workshop, {MCS} 2013,
Nanjing, China, May 15-17, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7872},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38067-9},
doi = {10.1007/978-3-642-38067-9},
isbn = {978-3-642-38066-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pcm/2013,
editor = {Benoit Huet and
Chong{-}Wah Ngo and
Jinhui Tang and
Zhi{-}Hua Zhou and
Alexander G. Hauptmann and
Shuicheng Yan},
title = {Advances in Multimedia Information Processing - {PCM} 2013 - 14th
Pacific-Rim Conference on Multimedia, Nanjing, China, December 13-16,
2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8294},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-03731-8},
doi = {10.1007/978-3-319-03731-8},
isbn = {978-3-319-03730-1},
timestamp = {Fri, 18 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pcm/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/psl/2013,
editor = {Zhi{-}Hua Zhou and
Friedhelm Schwenker},
title = {Partially Supervised Learning - Second {IAPR} International Workshop,
{PSL} 2013, Nanjing, China, May 13-14, 2013 Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8183},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40705-5},
doi = {10.1007/978-3-642-40705-5},
isbn = {978-3-642-40704-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/psl/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-1271,
author = {Yu{-}Feng Li and
Ivor W. Tsang and
James T. Kwok and
Zhi{-}Hua Zhou},
title = {Convex and Scalable Weakly Labeled SVMs},
journal = {CoRR},
volume = {abs/1303.1271},
year = {2013},
url = {http://arxiv.org/abs/1303.1271},
eprinttype = {arXiv},
eprint = {1303.1271},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-1271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-1363,
author = {Wei Gao and
Rong Jin and
Shenghuo Zhu and
Zhi{-}Hua Zhou},
title = {One-Pass {AUC} Optimization},
journal = {CoRR},
volume = {abs/1305.1363},
year = {2013},
url = {http://arxiv.org/abs/1305.1363},
eprinttype = {arXiv},
eprint = {1305.1363},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-1363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangZ13,
author = {Sheng{-}Jun Huang and
Zhi{-}Hua Zhou},
title = {Fast Multi-Instance Multi-Label Learning},
journal = {CoRR},
volume = {abs/1310.2049},
year = {2013},
url = {http://arxiv.org/abs/1310.2049},
eprinttype = {arXiv},
eprint = {1310.2049},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangZ13a,
author = {Teng Zhang and
Zhi{-}Hua Zhou},
title = {Large Margin Distribution Machine},
journal = {CoRR},
volume = {abs/1311.0989},
year = {2013},
url = {http://arxiv.org/abs/1311.0989},
eprinttype = {arXiv},
eprint = {1311.0989},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangZ13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QianYZ13,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Analyzing Evolutionary Optimization in Noisy Environments},
journal = {CoRR},
volume = {abs/1311.4987},
year = {2013},
url = {http://arxiv.org/abs/1311.4987},
eprinttype = {arXiv},
eprint = {1311.4987},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/QianYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ZhouZHL12,
author = {Zhi{-}Hua Zhou and
Min{-}Ling Zhang and
Sheng{-}Jun Huang and
Yu{-}Feng Li},
title = {Multi-instance multi-label learning},
journal = {Artif. Intell.},
volume = {176},
number = {1},
pages = {2291--2320},
year = {2012},
url = {https://doi.org/10.1016/j.artint.2011.10.002},
doi = {10.1016/J.ARTINT.2011.10.002},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/ZhouZHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/YuYZ12,
author = {Yang Yu and
Xin Yao and
Zhi{-}Hua Zhou},
title = {On the approximation ability of evolutionary optimization with application
to minimum set cover},
journal = {Artif. Intell.},
volume = {180-181},
pages = {20--33},
year = {2012},
url = {https://doi.org/10.1016/j.artint.2012.01.001},
doi = {10.1016/J.ARTINT.2012.01.001},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/YuYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ase/LiZWZ12,
author = {Ming Li and
Hongyu Zhang and
Rongxin Wu and
Zhi{-}Hua Zhou},
title = {Sample-based software defect prediction with active and semi-supervised
learning},
journal = {Autom. Softw. Eng.},
volume = {19},
number = {2},
pages = {201--230},
year = {2012},
url = {https://doi.org/10.1007/s10515-011-0092-1},
doi = {10.1007/S10515-011-0092-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ase/LiZWZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/YuanWJJZKY12,
author = {Lei Yuan and
Alexander Woodard and
Shuiwang Ji and
Yuan Jiang and
Zhi{-}Hua Zhou and
Sudhir Kumar and
Jieping Ye},
title = {Learning Sparse Representations for Fruit-Fly Gene Expression Pattern
Image Annotation and Retrieval},
journal = {{BMC} Bioinform.},
volume = {13},
pages = {107},
year = {2012},
url = {https://doi.org/10.1186/1471-2105-13-107},
doi = {10.1186/1471-2105-13-107},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/YuanWJJZKY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsnm/WuYWLZ12,
author = {Leting Wu and
Xiaowei Ying and
Xintao Wu and
Aidong Lu and
Zhi{-}Hua Zhou},
title = {Examining spectral space of complex networks with positive and negative
links},
journal = {Int. J. Soc. Netw. Min.},
volume = {1},
number = {1},
pages = {91--111},
year = {2012},
url = {https://doi.org/10.1504/IJSNM.2012.045107},
doi = {10.1504/IJSNM.2012.045107},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsnm/WuYWLZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TsoumakasZZ12,
author = {Grigorios Tsoumakas and
Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {Introduction to the special issue on learning from multi-label data},
journal = {Mach. Learn.},
volume = {88},
number = {1-2},
pages = {1--4},
year = {2012},
url = {https://doi.org/10.1007/s10994-012-5292-9},
doi = {10.1007/S10994-012-5292-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TsoumakasZZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/ChenZHZ12,
author = {Changyou Chen and
Junping Zhang and
Xuefang He and
Zhi{-}Hua Zhou},
title = {Non-Parametric Kernel Learning with robust pairwise constraints},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {3},
number = {2},
pages = {83--96},
year = {2012},
url = {https://doi.org/10.1007/s13042-011-0048-6},
doi = {10.1007/S13042-011-0048-6},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/ChenZHZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/LiJKYZ12,
author = {Ying{-}Xin Li and
Shuiwang Ji and
Sudhir Kumar and
Jieping Ye and
Zhi{-}Hua Zhou},
title = {Drosophila Gene Expression Pattern Annotation through Multi-Instance
Multi-Label Learning},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {9},
number = {1},
pages = {98--112},
year = {2012},
url = {https://doi.org/10.1109/TCBB.2011.73},
doi = {10.1109/TCBB.2011.73},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/LiJKYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/HoiJTZ12,
author = {Steven C. H. Hoi and
Rong Jin and
Jinhui Tang and
Zhi{-}Hua Zhou},
title = {Introduction to the Special Section on Distance Metric Learning in
Intelligent Systems},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {3},
number = {3},
pages = {52:1--52:2},
year = {2012},
url = {https://doi.org/10.1145/2168752.2168766},
doi = {10.1145/2168752.2168766},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/HoiJTZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuTZ12,
author = {Fei Tony Liu and
Kai Ming Ting and
Zhi{-}Hua Zhou},
title = {Isolation-Based Anomaly Detection},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {6},
number = {1},
pages = {3:1--3:39},
year = {2012},
url = {https://doi.org/10.1145/2133360.2133363},
doi = {10.1145/2133360.2133363},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuTZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangCZ12,
author = {Yunyun Wang and
Songcan Chen and
Zhi{-}Hua Zhou},
title = {New Semi-Supervised Classification Method Based on Modified Cluster
Assumption},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {23},
number = {5},
pages = {689--702},
year = {2012},
url = {https://doi.org/10.1109/TNNLS.2012.2186825},
doi = {10.1109/TNNLS.2012.2186825},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WangCZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuangZ12,
author = {Sheng{-}Jun Huang and
Zhi{-}Hua Zhou},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Multi-Label Learning by Exploiting Label Correlations Locally},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {949--955},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8287},
doi = {10.1609/AAAI.V26I1.8287},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuangZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiHJZ12,
author = {Yu{-}Feng Li and
Ju{-}Hua Hu and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Towards Discovering What Patterns Trigger What Labels},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1012--1018},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8285},
doi = {10.1609/AAAI.V26I1.8285},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiHJZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/LiWWJZT12,
author = {Quannan Li and
Xinggang Wang and
Wei Wang and
Yuan Jiang and
Zhi{-}Hua Zhou and
Zhuowen Tu},
editor = {Jong{-}Il Park and
Junmo Kim},
title = {Disagreement-Based Multi-system Tracking},
booktitle = {Computer Vision - {ACCV} 2012 Workshops, {ACCV} 2012 International
Workshops, Daejeon, Korea, November 5-6, 2012, Revised Selected Papers,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7729},
pages = {320--334},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-37484-5\_27},
doi = {10.1007/978-3-642-37484-5\_27},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/accv/LiWWJZT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangJWZT12,
author = {Bo Wang and
Jiayan Jiang and
Wei Wang and
Zhi{-}Hua Zhou and
Zhuowen Tu},
title = {Unsupervised metric fusion by cross diffusion},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {2997--3004},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6248029},
doi = {10.1109/CVPR.2012.6248029},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WangJWZT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/Zhou12,
author = {Zhi{-}Hua Zhou},
editor = {Tsau Young Lin and
Xiaohua Hu and
Zhaohui Wu and
Arbee L. P. Chen and
Andrei Z. Broder and
Howard Ho and
Shuliang Wang},
title = {Exploitation of label relationship in multi-label learning},
booktitle = {2012 {IEEE} International Conference on Granular Computing, GrC 2012,
Hangzhou, China, August 11-13, 2012},
pages = {19},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/GrC.2012.6468711},
doi = {10.1109/GRC.2012.6468711},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grc/Zhou12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/WangZGW12,
author = {Shaowei Wang and
Zhi{-}Hua Zhou and
Mengyao Ge and
Chonggang Wang},
editor = {Albert G. Greenberg and
Kazem Sohraby},
title = {Resource allocation for heterogeneous multiuser OFDM-based cognitive
radio networks with imperfect spectrum sensing},
booktitle = {Proceedings of the {IEEE} {INFOCOM} 2012, Orlando, FL, USA, March
25-30, 2012},
pages = {2264--2272},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/INFCOM.2012.6195612},
doi = {10.1109/INFCOM.2012.6195612},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/WangZGW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangYZ12,
author = {Sheng{-}Jun Huang and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Multi-label hypothesis reuse},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {525--533},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339615},
doi = {10.1145/2339530.2339615},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuangYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/XuJXZ12,
author = {Xin{-}Shun Xu and
Yuan Jiang and
Xiangyang Xue and
Zhi{-}Hua Zhou},
editor = {Noboru Babaguchi and
Kiyoharu Aizawa and
John R. Smith and
Shin'ichi Satoh and
Thomas Plagemann and
Xian{-}Sheng Hua and
Rong Yan},
title = {Semi-supervised multi-instance multi-label learning for video annotation
task},
booktitle = {Proceedings of the 20th {ACM} Multimedia Conference, {MM} '12, Nara,
Japan, October 29 - November 02, 2012},
pages = {737--740},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2393347.2396300},
doi = {10.1145/2393347.2396300},
timestamp = {Tue, 20 Jul 2021 15:36:10 +0200},
biburl = {https://dblp.org/rec/conf/mm/XuJXZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLMJZ12,
author = {Tianbao Yang and
Yu{-}Feng Li and
Mehrdad Mahdavi and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Nystr{\"{o}}m Method vs Random Fourier Features: {A} Theoretical
and Empirical Comparison},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {485--493},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/621bf66ddb7c962aa0d22ac97d69b793-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangLMJZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HoensQCZ12,
author = {T. Ryan Hoens and
Qi Qian and
Nitesh V. Chawla and
Zhi{-}Hua Zhou},
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {Building Decision Trees for the Multi-class Imbalance Problem},
booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7301},
pages = {122--134},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30217-6\_11},
doi = {10.1007/978-3-642-30217-6\_11},
timestamp = {Mon, 17 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/HoensQCZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiYZ12,
author = {Nan Li and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Diversity Regularized Ensemble Pruning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {330--345},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_27},
doi = {10.1007/978-3-642-33460-3\_27},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/QianYZ12,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Carlos A. Coello Coello and
Vincenzo Cutello and
Kalyanmoy Deb and
Stephanie Forrest and
Giuseppe Nicosia and
Mario Pavone},
title = {On Algorithm-Dependent Boundary Case Identification for Problem Classes},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XII} - 12th International
Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7491},
pages = {62--71},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32937-1\_7},
doi = {10.1007/978-3-642-32937-1\_7},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/QianYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiuWZ12,
author = {Guoqing Liu and
Jianxin Wu and
Zhi{-}Hua Zhou},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Key Instance Detection in Multi-Instance Learning},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {253--268},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/liu12b.html},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuWZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iscide/2011,
editor = {Yanning Zhang and
Zhi{-}Hua Zhou and
Changshui Zhang and
Ying Li},
title = {Intelligent Science and Intelligent Data Engineering - Second Sino-foreign-interchange
Workshop, IScIDE 2011, Xi'an, China, October 23-25, 2011, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7202},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31919-8},
doi = {10.1007/978-3-642-31919-8},
isbn = {978-3-642-31918-1},
timestamp = {Tue, 11 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscide/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0645,
author = {Wei Gao and
Zhi{-}Hua Zhou},
title = {On the consistency of {AUC} Optimization},
journal = {CoRR},
volume = {abs/1208.0645},
year = {2012},
url = {http://arxiv.org/abs/1208.0645},
eprinttype = {arXiv},
eprint = {1208.0645},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-0645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/WangHZ11,
author = {Shaowei Wang and
Fangjiang Huang and
Zhi{-}Hua Zhou},
title = {Fast Power Allocation Algorithm for Cognitive Radio Networks},
journal = {{IEEE} Commun. Lett.},
volume = {15},
number = {8},
pages = {845--847},
year = {2011},
url = {https://doi.org/10.1109/LCOMM.2011.061611.110963},
doi = {10.1109/LCOMM.2011.061611.110963},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/WangHZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/JiangLZ11,
author = {Yuan Jiang and
Ming Li and
Zhi{-}Hua Zhou},
title = {Software Defect Detection with Rocus},
journal = {J. Comput. Sci. Technol.},
volume = {26},
number = {2},
pages = {328--342},
year = {2011},
url = {https://doi.org/10.1007/s11390-011-9439-0},
doi = {10.1007/S11390-011-9439-0},
timestamp = {Mon, 14 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/JiangLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangSJYZF11,
author = {Liwei Wang and
Masashi Sugiyama and
Zhaoxiang Jing and
Cheng Yang and
Zhi{-}Hua Zhou and
Jufu Feng},
title = {A Refined Margin Analysis for Boosting Algorithms via Equilibrium
Margin},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1835--1863},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021058},
doi = {10.5555/1953048.2021058},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangSJYZF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ChengWJZH11,
author = {Jian Cheng and
Jinjun Wang and
Shuqiang Jiang and
Zhi{-}Hua Zhou and
Edwin R. Hancock},
title = {Special edition on semi-supervised learning for visual content analysis
and understanding},
journal = {Pattern Recognit.},
volume = {44},
number = {10-11},
pages = {2242--2243},
year = {2011},
url = {https://doi.org/10.1016/j.patcog.2011.05.001},
doi = {10.1016/J.PATCOG.2011.05.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ChengWJZH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Zhou11a,
author = {Zhi{-}Hua Zhou},
title = {A conversation with Professor Zhi-Hua Zhou},
journal = {{SIGKDD} Explor.},
volume = {13},
number = {2},
pages = {101},
year = {2011},
url = {https://doi.org/10.1145/2207243.2207268},
doi = {10.1145/2207243.2207268},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/Zhou11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DuLZ11,
author = {Jun Du and
Charles X. Ling and
Zhi{-}Hua Zhou},
title = {When Does Cotraining Work in Real Data?},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {23},
number = {5},
pages = {788--799},
year = {2011},
url = {https://doi.org/10.1109/TKDE.2010.158},
doi = {10.1109/TKDE.2010.158},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DuLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangJWZ11,
author = {Yong Wang and
Yuan Jiang and
Yi Wu and
Zhi{-}Hua Zhou},
title = {Spectral Clustering on Multiple Manifolds},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {7},
pages = {1149--1161},
year = {2011},
url = {https://doi.org/10.1109/TNN.2011.2147798},
doi = {10.1109/TNN.2011.2147798},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WangJWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangWHZ11,
author = {Junping Zhang and
Qi Wang and
Li He and
Zhi{-}Hua Zhou},
title = {Quantitative Analysis of Nonlinear Embedding},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {12},
pages = {1987--1998},
year = {2011},
url = {https://doi.org/10.1109/TNN.2011.2171991},
doi = {10.1109/TNN.2011.2171991},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ZhangWHZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/GengSZW11,
author = {Xin Geng and
Kate Smith{-}Miles and
Zhi{-}Hua Zhou and
Liang Wang},
title = {Face Image Modeling by Multilinear Subspace Analysis With Missing
Values},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {41},
number = {3},
pages = {881--892},
year = {2011},
url = {https://doi.org/10.1109/TSMCB.2010.2097588},
doi = {10.1109/TSMCB.2010.2097588},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/GengSZW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ZhangZ11,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {CoTrade: Confident Co-Training With Data Editing},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {41},
number = {6},
pages = {1612--1626},
year = {2011},
url = {https://doi.org/10.1109/TSMCB.2011.2157998},
doi = {10.1109/TSMCB.2011.2157998},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/ZhangZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiZ11,
author = {Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Wolfram Burgard and
Dan Roth},
title = {Improving Semi-Supervised Support Vector Machines Through Unlabeled
Instances Selection},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {386--391},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7920},
doi = {10.1609/AAAI.V25I1.7920},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangJWZ11,
author = {Yong Wang and
Yuan Jiang and
Yi Wu and
Zhi{-}Hua Zhou},
editor = {Wolfram Burgard and
Dan Roth},
title = {Localized K-Flats},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {525--530},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7912},
doi = {10.1609/AAAI.V25I1.7912},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangJWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/QianYZ11a,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Collisions are helpful for computing unique input-output sequences},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {265--266},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2002008},
doi = {10.1145/2001858.2002008},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/QianYZ11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/QianYZ11,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {An analysis on recombination in multi-objective evolutionary optimization},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
pages = {2051--2058},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001576.2001852},
doi = {10.1145/2001576.2001852},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/QianYZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/ZhangLZCSL11,
author = {Daqing Zhang and
Nan Li and
Zhi{-}Hua Zhou and
Chao Chen and
Lin Sun and
Shijian Li},
editor = {James A. Landay and
Yuanchun Shi and
Donald J. Patterson and
Yvonne Rogers and
Xing Xie},
title = {iBAT: detecting anomalous taxi trajectories from {GPS} traces},
booktitle = {UbiComp 2011: Ubiquitous Computing, 13th International Conference,
UbiComp 2011, Beijing, China, September 17-21, 2011, Proceedings},
pages = {99--108},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2030112.2030127},
doi = {10.1145/2030112.2030127},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/huc/ZhangLZCSL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GeXLZ11,
author = {Yong Ge and
Hui Xiong and
Chuanren Liu and
Zhi{-}Hua Zhou},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {A Taxi Driving Fraud Detection System},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {181--190},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.18},
doi = {10.1109/ICDM.2011.18},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GeXLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DaiYZ11,
author = {Wang{-}Zhou Dai and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Lifted-Rollout for Approximate Policy Iteration of Markov Decision
Process},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {689--696},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.112},
doi = {10.1109/ICDMW.2011.112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DaiYZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZ11,
author = {Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Towards Making Unlabeled Data Never Hurt},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1081--1088},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/548\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangJWZ11,
author = {Yong Wang and
Yuan Jiang and
Yi Wu and
Zhi{-}Hua Zhou},
editor = {Toby Walsh},
title = {Local and Structural Consistency for Multi-Manifold Clustering},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1559--1564},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-262},
doi = {10.5591/978-1-57735-516-8/IJCAI11-262},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangJWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuLZ11,
author = {Yang Yu and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Toby Walsh},
title = {Diversity Regularized Machine},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1603--1608},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-269},
doi = {10.5591/978-1-57735-516-8/IJCAI11-269},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoCCZHX11,
author = {Qi Guo and
Tianshi Chen and
Yunji Chen and
Zhi{-}Hua Zhou and
Weiwu Hu and
Zhiwei Xu},
editor = {Toby Walsh},
title = {Effective and Efficient Microprocessor Design Space Exploration Using
Unlabeled Design Configurations},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1671--1677},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-281},
doi = {10.5591/978-1-57735-516-8/IJCAI11-281},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/GuoCCZHX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WuYWZ11,
author = {Leting Wu and
Xiaowei Ying and
Xintao Wu and
Zhi{-}Hua Zhou},
editor = {Toby Walsh},
title = {Line Orthogonality in Adjacency Eigenspace with Application to Community
Partition},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2349--2354},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-391},
doi = {10.5591/978-1-57735-516-8/IJCAI11-391},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WuYWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/Zhou11,
author = {Zhi{-}Hua Zhou},
editor = {Vicen{\c{c}} Torra and
Yasuo Narukawa and
Jianping Yin and
Jun Long},
title = {Cost-Sensitive Learning},
booktitle = {Modeling Decision for Artificial Intelligence - 8th International
Conference, {MDAI} 2011, Changsha, Hunan, China, July 28-30, 2011,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6820},
pages = {17--18},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22589-5\_2},
doi = {10.1007/978-3-642-22589-5\_2},
timestamp = {Sun, 02 Jun 2019 21:25:30 +0200},
biburl = {https://dblp.org/rec/conf/mdai/Zhou11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/XuXZ11,
author = {Xin{-}Shun Xu and
Xiangyang Xue and
Zhi{-}Hua Zhou},
editor = {K. Sel{\c{c}}uk Candan and
Sethuraman Panchanathan and
Balakrishnan Prabhakaran and
Hari Sundaram and
Wu{-}chi Feng and
Nicu Sebe},
title = {Ensemble multi-instance multi-label learning approach for video annotation
task},
booktitle = {Proceedings of the 19th International Conference on Multimedia 2011,
Scottsdale, AZ, USA, November 28 - December 1, 2011},
pages = {1153--1156},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2072298.2071962},
doi = {10.1145/2072298.2071962},
timestamp = {Mon, 22 Apr 2024 21:24:20 +0200},
biburl = {https://dblp.org/rec/conf/mm/XuXZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/XuJPXZ11,
author = {Xin{-}Shun Xu and
Yuan Jiang and
Liang Peng and
Xiangyang Xue and
Zhi{-}Hua Zhou},
editor = {K. Sel{\c{c}}uk Candan and
Sethuraman Panchanathan and
Balakrishnan Prabhakaran and
Hari Sundaram and
Wu{-}chi Feng and
Nicu Sebe},
title = {Ensemble approach based on conditional random field for multi-label
image and video annotation},
booktitle = {Proceedings of the 19th International Conference on Multimedia 2011,
Scottsdale, AZ, USA, November 28 - December 1, 2011},
pages = {1377--1380},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2072298.2072019},
doi = {10.1145/2072298.2072019},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/XuJPXZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WuYWLZ11,
author = {Leting Wu and
Xiaowei Ying and
Xintao Wu and
Aidong Lu and
Zhi{-}Hua Zhou},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Spectral Analysis of \emph{k}-Balanced Signed Graphs},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6635},
pages = {1--12},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20847-8\_1},
doi = {10.1007/978-3-642-20847-8\_1},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/WuYWLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuZ11,
author = {Xu{-}Ying Liu and
Zhi{-}Hua Zhou},
editor = {Longbing Cao and
Joshua Zhexue Huang and
James Bailey and
Yun Sing Koh and
Jun Luo},
title = {Towards Cost-Sensitive Learning for Real-World Applications},
booktitle = {New Frontiers in Applied Data Mining - {PAKDD} 2011 International
Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7104},
pages = {494--505},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-28320-8\_42},
doi = {10.1007/978-3-642-28320-8\_42},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiuZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psl/Zhou11,
author = {Zhi{-}Hua Zhou},
editor = {Friedhelm Schwenker and
Edmondo Trentin},
title = {Unlabeled Data and Multiple Views},
booktitle = {Partially Supervised Learning - First {IAPR} {TC3} Workshop, {PSL}
2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7081},
pages = {1--7},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-28258-4\_1},
doi = {10.1007/978-3-642-28258-4\_1},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/psl/Zhou11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GaoZ11,
author = {Wei Gao and
Zhi{-}Hua Zhou},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {On the Consistency of Multi-Label Learning},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {341--358},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/gao11a/gao11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GaoZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-0907,
author = {Yang Yu and
Chao Qian and
Zhi{-}Hua Zhou},
title = {Towards Analyzing Crossover Operators in Evolutionary Search via General
Markov Chain Switching Theorem},
journal = {CoRR},
volume = {abs/1111.0907},
year = {2011},
url = {http://arxiv.org/abs/1111.0907},
eprinttype = {arXiv},
eprint = {1111.0907},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-0907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ZhouWT10,
author = {Zhi{-}Hua Zhou and
Jianxin Wu and
Wei Tang},
title = {Corrigendum to "Ensembling neural networks: Many could be better
than all" [Artificial Intelligence 137 {(1-2)} {(2002)} 239-263]},
journal = {Artif. Intell.},
volume = {174},
number = {18},
pages = {1570},
year = {2010},
url = {https://doi.org/10.1016/j.artint.2010.10.001},
doi = {10.1016/J.ARTINT.2010.10.001},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/ZhouWT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/LiWZ10,
author = {Ming Li and
Wei Wang and
Zhi{-}Hua Zhou},
title = {Exploiting remote learners in Internet environment with agents},
journal = {Sci. China Inf. Sci.},
volume = {53},
number = {1},
pages = {64--76},
year = {2010},
url = {https://doi.org/10.1007/s11432-010-0011-2},
doi = {10.1007/S11432-010-0011-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/LiWZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/ZhouL10,
author = {Zhi{-}Hua Zhou and
Xu{-}Ying Liu},
title = {On Multi-Class Cost-Sensitive Learning},
journal = {Comput. Intell.},
volume = {26},
number = {3},
pages = {232--257},
year = {2010},
url = {https://doi.org/10.1111/j.1467-8640.2010.00358.x},
doi = {10.1111/J.1467-8640.2010.00358.X},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/ZhouL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/YangZMLL10,
author = {Qiang Yang and
Zhi{-}Hua Zhou and
Wenji Mao and
Wei Li and
Nathan Nan Liu},
title = {Social Learning},
journal = {{IEEE} Intell. Syst.},
volume = {25},
number = {4},
pages = {9--11},
year = {2010},
url = {https://doi.org/10.1109/MIS.2010.103},
doi = {10.1109/MIS.2010.103},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/YangZMLL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HoZM10,
author = {Tu Bao Ho and
Zhi{-}Hua Zhou and
Hiroshi Motoda},
title = {Editorial},
journal = {Intell. Data Anal.},
volume = {14},
number = {4},
pages = {437--438},
year = {2010},
url = {https://doi.org/10.3233/IDA-2010-0430},
doi = {10.3233/IDA-2010-0430},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/HoZM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/ZhouL10,
author = {Zhi{-}Hua Zhou and
Hang Li},
title = {Preface},
journal = {J. Comput. Sci. Technol.},
volume = {25},
number = {4},
pages = {651--652},
year = {2010},
url = {https://doi.org/10.1007/s11390-010-9354-9},
doi = {10.1007/S11390-010-9354-9},
timestamp = {Tue, 10 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/ZhouL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhouL10,
author = {Zhi{-}Hua Zhou and
Ming Li},
title = {Semi-supervised learning by disagreement},
journal = {Knowl. Inf. Syst.},
volume = {24},
number = {3},
pages = {415--439},
year = {2010},
url = {https://doi.org/10.1007/s10115-009-0209-z},
doi = {10.1007/S10115-009-0209-Z},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhouL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YuZ10,
author = {Yang Yu and
Zhi{-}Hua Zhou},
title = {A framework for modeling positive class expansion with single snapshot},
journal = {Knowl. Inf. Syst.},
volume = {25},
number = {2},
pages = {211--227},
year = {2010},
url = {https://doi.org/10.1007/s10115-009-0238-7},
doi = {10.1007/S10115-009-0238-7},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/YuZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/ZhangJZ10,
author = {Yin Zhang and
Rong Jin and
Zhi{-}Hua Zhou},
title = {Understanding bag-of-words model: a statistical framework},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {1},
number = {1-4},
pages = {43--52},
year = {2010},
url = {https://doi.org/10.1007/s13042-010-0001-0},
doi = {10.1007/S13042-010-0001-0},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlc/ZhangJZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhangZ10,
author = {Yin Zhang and
Zhi{-}Hua Zhou},
title = {Cost-Sensitive Face Recognition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {32},
number = {10},
pages = {1758--1769},
year = {2010},
url = {https://doi.org/10.1109/TPAMI.2009.195},
doi = {10.1109/TPAMI.2009.195},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZhangZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangZ10,
author = {Yin Zhang and
Zhi{-}Hua Zhou},
title = {Multilabel dimensionality reduction via dependence maximization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {4},
number = {3},
pages = {14:1--14:21},
year = {2010},
url = {https://doi.org/10.1145/1839490.1839495},
doi = {10.1145/1839490.1839495},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/FuGZLSZ10,
author = {Yanwei Fu and
Yanwen Guo and
Yanshu Zhu and
Feng Liu and
Chuanming Song and
Zhi{-}Hua Zhou},
title = {Multi-View Video Summarization},
journal = {{IEEE} Trans. Multim.},
volume = {12},
number = {7},
pages = {717--729},
year = {2010},
url = {https://doi.org/10.1109/TMM.2010.2052025},
doi = {10.1109/TMM.2010.2052025},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/FuGZLSZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuCZT10,
author = {Jun Liu and
Songcan Chen and
Zhi{-}Hua Zhou and
Xiaoyang Tan},
title = {Generalized low-rank approximations of matrices revisited},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {4},
pages = {621--632},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2040290},
doi = {10.1109/TNN.2010.2040290},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiuCZT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GengSZ10,
author = {Xin Geng and
Kate Smith{-}Miles and
Zhi{-}Hua Zhou},
editor = {Maria Fox and
David Poole},
title = {Facial Age Estimation by Learning from Label Distributions},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {451--456},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7657},
doi = {10.1609/AAAI.V24I1.7657},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/GengSZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiKZ10,
author = {Yu{-}Feng Li and
James T. Kwok and
Zhi{-}Hua Zhou},
editor = {Maria Fox and
David Poole},
title = {Cost-Sensitive Semi-Supervised Support Vector Machine},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {500--505},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7661},
doi = {10.1609/AAAI.V24I1.7661},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiKZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SunNZ10,
author = {Yu{-}Yin Sun and
Michael K. Ng and
Zhi{-}Hua Zhou},
editor = {Maria Fox and
David Poole},
title = {Multi-Instance Dimensionality Reduction},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {587--592},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7700},
doi = {10.1609/AAAI.V24I1.7700},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SunNZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SunZZ10,
author = {Yu{-}Yin Sun and
Yin Zhang and
Zhi{-}Hua Zhou},
editor = {Maria Fox and
David Poole},
title = {Multi-Label Learning with Weak Label},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {593--598},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7699},
doi = {10.1609/AAAI.V24I1.7699},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SunZZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/GaoZ10,
author = {Wei Gao and
Zhi{-}Hua Zhou},
editor = {Marcus Hutter and
Frank Stephan and
Vladimir Vovk and
Thomas Zeugmann},
title = {Approximation Stability and Boosting},
booktitle = {Algorithmic Learning Theory, 21st International Conference, {ALT}
2010, Canberra, Australia, October 6-8, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6331},
pages = {59--73},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16108-7\_9},
doi = {10.1007/978-3-642-16108-7\_9},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/GaoZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GeXZOYL10,
author = {Yong Ge and
Hui Xiong and
Zhi{-}Hua Zhou and
Hasan Timucin Ozdemir and
Jannite Yu and
Kuo Chu Lee},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Top-Eye: top-k evolving trajectory outlier detection},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {1733--1736},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871716},
doi = {10.1145/1871437.1871716},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GeXZOYL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZ10,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Exploiting Unlabeled Data to Enhance Ensemble Diversity},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {619--628},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.12},
doi = {10.1109/ICDM.2010.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZ10,
author = {Wei Wang and
Zhi{-}Hua Zhou},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {A New Analysis of Co-Training},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1135--1142},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/275.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuZ10,
author = {Xu{-}Ying Liu and
Zhi{-}Hua Zhou},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Learning with cost intervals},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {403--412},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835857},
doi = {10.1145/1835804.1835857},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/ZhouL10,
author = {Zhi{-}Hua Zhou and
Nan Li},
editor = {Neamat El Gayar and
Josef Kittler and
Fabio Roli},
title = {Multi-information Ensemble Diversity},
booktitle = {Multiple Classifier Systems, 9th International Workshop, {MCS} 2010,
Cairo, Egypt, April 7-9, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5997},
pages = {134--144},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12127-2\_14},
doi = {10.1007/978-3-642-12127-2\_14},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/ZhouL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangJZ10,
author = {Sheng{-}Jun Huang and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Active Learning by Querying Informative and Representative Examples},
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 = {892--900},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/5487315b1286f907165907aa8fc96619-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangJZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangZ10,
author = {Wei Wang and
Zhi{-}Hua Zhou},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Multi-View Active Learning in the Non-Realizable Case},
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 = {2388--2396},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/3621f1454cacf995530ea53652ddf8fb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuTZ10,
author = {Fei Tony Liu and
Kai Ming Ting and
Zhi{-}Hua Zhou},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {On Detecting Clustered Anomalies Using SCiForest},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6322},
pages = {274--290},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15883-4\_18},
doi = {10.1007/978-3-642-15883-4\_18},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuTZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/YuQZ10,
author = {Yang Yu and
Chao Qian and
Zhi{-}Hua Zhou},
editor = {Robert Schaefer and
Carlos Cotta and
Joanna Kolodziej and
G{\"{u}}nter Rudolph},
title = {Towards Analyzing Recombination Operators in Evolutionary Search},
booktitle = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
Conference, Krak{\'{o}}w, Poland, September 11-15, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6238},
pages = {144--153},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15844-5\_15},
doi = {10.1007/978-3-642-15844-5\_15},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/YuQZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/WangJWZ10,
author = {Yong Wang and
Yuan Jiang and
Yi Wu and
Zhi{-}Hua Zhou},
editor = {Byoung{-}Tak Zhang and
Mehmet A. Orgun},
title = {Multi-manifold Clustering},
booktitle = {{PRICAI} 2010: Trends in Artificial Intelligence, 11th Pacific Rim
International Conference on Artificial Intelligence, Daegu, Korea,
August 30-September 2, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6230},
pages = {280--291},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15246-7\_27},
doi = {10.1007/978-3-642-15246-7\_27},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/WangJWZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-1545,
author = {Yu{-}Feng Li and
Zhi{-}Hua Zhou},
title = {{S4VM:} Safe Semi-Supervised Support Vector Machine},
journal = {CoRR},
volume = {abs/1005.1545},
year = {2010},
url = {http://arxiv.org/abs/1005.1545},
eprinttype = {arXiv},
eprint = {1005.1545},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-1545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-5581,
author = {Wei Wang and
Zhi{-}Hua Zhou},
title = {Multi-View Active Learning in the Non-Realizable Case},
journal = {CoRR},
volume = {abs/1005.5581},
year = {2010},
url = {http://arxiv.org/abs/1005.5581},
eprinttype = {arXiv},
eprint = {1005.5581},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-5581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1009-3613,
author = {Wei Gao and
Zhi{-}Hua Zhou},
title = {The kth, Median and Average Margin Bounds for AdaBoost},
journal = {CoRR},
volume = {abs/1009.3613},
year = {2010},
url = {http://arxiv.org/abs/1009.3613},
eprinttype = {arXiv},
eprint = {1009.3613},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1009-3613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-4028,
author = {Yang Yu and
Xin Yao and
Zhi{-}Hua Zhou},
title = {Evolutionary Algorithms as Guaranteed Approximation Optimizers},
journal = {CoRR},
volume = {abs/1011.4028},
year = {2010},
url = {http://arxiv.org/abs/1011.4028},
eprinttype = {arXiv},
eprint = {1011.4028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-4028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1012-0930,
author = {Nan Li and
Ivor W. Tsang and
Zhi{-}Hua Zhou},
title = {Efficiently Learning Nonlinear Classifiers for Domain Specific Performance
Measures},
journal = {CoRR},
volume = {abs/1012.0930},
year = {2010},
url = {http://arxiv.org/abs/1012.0930},
eprinttype = {arXiv},
eprint = {1012.0930},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1012-0930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ZhangZ09,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {Multi-instance clustering with applications to multi-instance prediction},
journal = {Appl. Intell.},
volume = {31},
number = {1},
pages = {47--68},
year = {2009},
url = {https://doi.org/10.1007/s10489-007-0111-x},
doi = {10.1007/S10489-007-0111-X},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/ZhangZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/JiLZKY09,
author = {Shuiwang Ji and
Ying{-}Xin Li and
Zhi{-}Hua Zhou and
Sudhir Kumar and
Jieping Ye},
title = {A bag-of-words approach for \emph{Drosophila }gene expression pattern
annotation},
journal = {{BMC} Bioinform.},
volume = {10},
year = {2009},
url = {https://doi.org/10.1186/1471-2105-10-119},
doi = {10.1186/1471-2105-10-119},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/JiLZKY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsi/HoZM09,
author = {Tu Bao Ho and
Zhi{-}Hua Zhou and
Hiroshi Motoda},
title = {Preface},
journal = {Int. J. Softw. Informatics},
volume = {3},
number = {1},
pages = {1--2},
year = {2009},
url = {http://www.ijsi.org/ch/reader/view\_abstract.aspx?file\_no=1\&\#38;flag=1},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsi/HoZM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/LiLZ09,
author = {Ming Li and
Hang Li and
Zhi{-}Hua Zhou},
title = {Semi-supervised document retrieval},
journal = {Inf. Process. Manag.},
volume = {45},
number = {3},
pages = {341--355},
year = {2009},
url = {https://doi.org/10.1016/j.ipm.2008.11.002},
doi = {10.1016/J.IPM.2008.11.002},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/LiLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhouLY09,
author = {Zhi{-}Hua Zhou and
Hang Li and
Qiang Yang},
title = {Editorial: special issue on selected papers of {PAKDD} 2007},
journal = {Knowl. Inf. Syst.},
volume = {19},
number = {2},
pages = {131--132},
year = {2009},
url = {https://doi.org/10.1007/s10115-008-0189-4},
doi = {10.1007/S10115-008-0189-4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhouLY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spe/JiangLZ09,
author = {Yuan Jiang and
Ming Li and
Zhi{-}Hua Zhou},
title = {Mining extremely small data sets with application to software reuse},
journal = {Softw. Pract. Exp.},
volume = {39},
number = {4},
pages = {423--440},
year = {2009},
url = {https://doi.org/10.1002/spe.905},
doi = {10.1002/SPE.905},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spe/JiangLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/TanCZL09,
author = {Xiaoyang Tan and
Songcan Chen and
Zhi{-}Hua Zhou and
Jun Liu},
title = {Face recognition under occlusions and variant expressions with partial
similarity},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {4},
number = {2},
pages = {217--230},
year = {2009},
url = {https://doi.org/10.1109/TIFS.2009.2020772},
doi = {10.1109/TIFS.2009.2020772},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/TanCZL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XueZ09,
author = {Xiao{-}Bing Xue and
Zhi{-}Hua Zhou},
title = {Distributional Features for Text Categorization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {3},
pages = {428--442},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2008.166},
doi = {10.1109/TKDE.2008.166},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XueZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/GuoLSZG09,
author = {Yanwen Guo and
Feng Liu and
Jian Shi and
Zhi{-}Hua Zhou and
Michael Gleicher},
title = {Image Retargeting Using Mesh Parametrization},
journal = {{IEEE} Trans. Multim.},
volume = {11},
number = {5},
pages = {856--867},
year = {2009},
url = {https://doi.org/10.1109/TMM.2009.2021781},
doi = {10.1109/TMM.2009.2021781},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/GuoLSZG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiuWZ09,
author = {Xu{-}Ying Liu and
Jianxin Wu and
Zhi{-}Hua Zhou},
title = {Exploratory Undersampling for Class-Imbalance Learning},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {39},
number = {2},
pages = {539--550},
year = {2009},
url = {https://doi.org/10.1109/TSMCB.2008.2007853},
doi = {10.1109/TSMCB.2008.2007853},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LiuWZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amt/Zhou09,
author = {Zhi{-}Hua Zhou},
editor = {Jiming Liu and
Jinglong Wu and
Yiyu Yao and
Toyoaki Nishida},
title = {A Framework for Machine Learning with Ambiguous Objects},
booktitle = {Active Media Technology, 5th International Conference, {AMT} 2009,
Beijing, China, October 22-24, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5820},
pages = {6},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04875-3\_6},
doi = {10.1007/978-3-642-04875-3\_6},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/amt/Zhou09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brain/Zhou09,
author = {Zhi{-}Hua Zhou},
editor = {Ning Zhong and
Kuncheng Li and
Shengfu Lu and
Lin Chen},
title = {A Framework for Machine Learning with Ambiguous Objects},
booktitle = {Brain Informatics, International Conference, {BI} 2009, Beijing, China,
October 22-24, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5819},
pages = {6},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04954-5\_6},
doi = {10.1007/978-3-642-04954-5\_6},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/brain/Zhou09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/JinWZ09,
author = {Rong Jin and
Shijun Wang and
Zhi{-}Hua Zhou},
title = {Learning a distance metric from multi-instance multi-label data},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {896--902},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206684},
doi = {10.1109/CVPR.2009.5206684},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/JinWZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TanSZC09,
author = {Xiaoyang Tan and
Fengyi Song and
Zhi{-}Hua Zhou and
Songcan Chen},
title = {Enhanced Pictorial Structures for precise eye localization under incontrolled
conditions},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {1621--1628},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206818},
doi = {10.1109/CVPR.2009.5206818},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TanSZC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiYZ09,
author = {Nan Li and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Semi-naive Exploitation of One-Dependence Estimators},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {278--287},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.64},
doi = {10.1109/ICDM.2009.64},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiYZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuJZ09,
author = {Li{-}Ping Liu and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Least Square Incremental Linear Discriminant Analysis},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {298--306},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.78},
doi = {10.1109/ICDM.2009.78},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuJZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiKZ09,
author = {Yu{-}Feng Li and
James T. Kwok and
Zhi{-}Hua Zhou},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Semi-supervised learning using label mean},
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 = {633--640},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553456},
doi = {10.1145/1553374.1553456},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiKZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhanLLZ09,
author = {De{-}Chuan Zhan and
Ming Li and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Learning instance specific distances using metric propagation},
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 = {1225--1232},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553530},
doi = {10.1145/1553374.1553530},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhanLLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouSL09,
author = {Zhi{-}Hua Zhou and
Yu{-}Yin Sun and
Yu{-}Feng Li},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Multi-instance learning by treating instances as non-I.I.D. samples},
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 = {1249--1256},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553534},
doi = {10.1145/1553374.1553534},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhouSL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiXZ09,
author = {Ming Li and
Xiao{-}Bing Xue and
Zhi{-}Hua Zhou},
editor = {Craig Boutilier},
title = {Exploiting Multi-Modal Interactions: {A} Unified Framework},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1120--1125},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/189.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiXZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangZ09,
author = {Yin Zhang and
Zhi{-}Hua Zhou},
editor = {Craig Boutilier},
title = {Non-Metric Label Propagation},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1357--1362},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/228.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiJKYZ09,
author = {Ying{-}Xin Li and
Shuiwang Ji and
Sudhir Kumar and
Jieping Ye and
Zhi{-}Hua Zhou},
editor = {Craig Boutilier},
title = {DrosophilaGene Expression Pattern Annotation through Multi-Instance
Multi-Label Learning},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1445--1450},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/242.pdf},
timestamp = {Fri, 05 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiJKYZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiYLZKY09,
author = {Shuiwang Ji and
Lei Yuan and
Ying{-}Xin Li and
Zhi{-}Hua Zhou and
Sudhir Kumar and
Jieping Ye},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Drosophila gene expression pattern annotation using sparse features
and term-term interactions},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {407--416},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557068},
doi = {10.1145/1557019.1557068},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/JiYLZKY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/LiZ09,
author = {Nan Li and
Zhi{-}Hua Zhou},
editor = {J{\'{o}}n Atli Benediktsson and
Josef Kittler and
Fabio Roli},
title = {Selective Ensemble under Regularization Framework},
booktitle = {Multiple Classifier Systems, 8th International Workshop, {MCS} 2009,
Reykjavik, Iceland, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5519},
pages = {293--303},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02326-2\_30},
doi = {10.1007/978-3-642-02326-2\_30},
timestamp = {Mon, 28 Jun 2021 15:15:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/LiZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/Zhou09,
author = {Zhi{-}Hua Zhou},
editor = {J{\'{o}}n Atli Benediktsson and
Josef Kittler and
Fabio Roli},
title = {When Semi-supervised Learning Meets Ensemble Learning},
booktitle = {Multiple Classifier Systems, 8th International Workshop, {MCS} 2009,
Reykjavik, Iceland, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5519},
pages = {529--538},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02326-2\_53},
doi = {10.1007/978-3-642-02326-2\_53},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/Zhou09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/GengSZW09,
author = {Xin Geng and
Kate Smith{-}Miles and
Zhi{-}Hua Zhou and
Liang Wang},
editor = {Wen Gao and
Yong Rui and
Alan Hanjalic and
Changsheng Xu and
Eckehard G. Steinbach and
Abdulmotaleb El{-}Saddik and
Michelle X. Zhou},
title = {Face image modeling by multilinear subspace analysis with missing
values},
booktitle = {Proceedings of the 17th International Conference on Multimedia 2009,
Vancouver, British Columbia, Canada, October 19-24, 2009},
pages = {629--632},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1631272.1631373},
doi = {10.1145/1631272.1631373},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/GengSZW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhouNSJ09,
author = {Zhi{-}Hua Zhou and
Michael K. Ng and
Qiao{-}Qiao She and
Yuan Jiang},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {Budget Semi-supervised Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {588--595},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_57},
doi = {10.1007/978-3-642-01307-2\_57},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhouNSJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LingDZ09,
author = {Charles X. Ling and
Jun Du and
Zhi{-}Hua Zhou},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {When does Co-training Work in Real Data?},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {596--603},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_58},
doi = {10.1007/978-3-642-01307-2\_58},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LingDZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiKTZ09,
author = {Yu{-}Feng Li and
James T. Kwok and
Ivor W. Tsang and
Zhi{-}Hua Zhou},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {A Convex Method for Locating Regions of Interest with Multi-instance
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5782},
pages = {15--30},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04174-7\_2},
doi = {10.1007/978-3-642-04174-7\_2},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiKTZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiTKZ09,
author = {Yu{-}Feng Li and
Ivor W. Tsang and
James Tin{-}Yau Kwok and
Zhi{-}Hua Zhou},
editor = {David A. Van Dyk and
Max Welling},
title = {Tighter and Convex Maximum Margin Clustering},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {344--351},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/li09c.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiTKZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2009,
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8},
doi = {10.1007/978-3-642-05224-8},
isbn = {978-3-642-05223-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/Zhou09,
author = {Zhi{-}Hua Zhou},
editor = {Stan Z. Li and
Anil K. Jain},
title = {Ensemble Learning},
booktitle = {Encyclopedia of Biometrics},
pages = {270--273},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-73003-5\_293},
doi = {10.1007/978-0-387-73003-5\_293},
timestamp = {Fri, 27 Oct 2017 15:34:05 +0200},
biburl = {https://dblp.org/rec/reference/bio/Zhou09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Zhou09a,
author = {Zhi{-}Hua Zhou},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Boosting},
booktitle = {Encyclopedia of Database Systems},
pages = {260--263},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-39940-9\_568},
doi = {10.1007/978-0-387-39940-9\_568},
timestamp = {Sun, 02 Jun 2019 21:10:27 +0200},
biburl = {https://dblp.org/rec/reference/db/Zhou09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Zhou09b,
author = {Zhi{-}Hua Zhou},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Ensemble},
booktitle = {Encyclopedia of Database Systems},
pages = {988--991},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-39940-9\_768},
doi = {10.1007/978-0-387-39940-9\_768},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/db/Zhou09b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-3593,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {Classifier Ensemble with Unlabeled Data},
journal = {CoRR},
volume = {abs/0909.3593},
year = {2009},
url = {http://arxiv.org/abs/0909.3593},
eprinttype = {arXiv},
eprint = {0909.3593},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0909-3593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/YuZ08,
author = {Yang Yu and
Zhi{-}Hua Zhou},
title = {A new approach to estimating the expected first hitting time of evolutionary
algorithms},
journal = {Artif. Intell.},
volume = {172},
number = {15},
pages = {1809--1832},
year = {2008},
url = {https://doi.org/10.1016/j.artint.2008.07.001},
doi = {10.1016/J.ARTINT.2008.07.001},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/YuZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/LiuTYZ08,
author = {Fei Tony Liu and
Kai Ming Ting and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Spectrum of Variable-Random Trees},
journal = {J. Artif. Intell. Res.},
volume = {32},
pages = {355--384},
year = {2008},
url = {https://doi.org/10.1613/jair.2470},
doi = {10.1613/JAIR.2470},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/LiuTYZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WuKQGYMMNLYZSHS08,
author = {Xindong Wu and
Vipin Kumar and
J. Ross Quinlan and
Joydeep Ghosh and
Qiang Yang and
Hiroshi Motoda and
Geoffrey J. McLachlan and
Angus F. M. Ng and
Bing Liu and
Philip S. Yu and
Zhi{-}Hua Zhou and
Michael S. Steinbach and
David J. Hand and
Dan Steinberg},
title = {Top 10 algorithms in data mining},
journal = {Knowl. Inf. Syst.},
volume = {14},
number = {1},
pages = {1--37},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0114-2},
doi = {10.1007/S10115-007-0114-2},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/WuKQGYMMNLYZSHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GengZS08,
author = {Xin Geng and
Zhi{-}Hua Zhou and
Kate Smith{-}Miles},
title = {Correction to "Automatic Age Estimation Based on Facial Aging
Patterns"},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {30},
number = {2},
pages = {368},
year = {2008},
url = {https://doi.org/10.1109/TPAMI.2008.8},
doi = {10.1109/TPAMI.2008.8},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GengZS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangCZ08,
author = {Daoqiang Zhang and
Songcan Chen and
Zhi{-}Hua Zhou},
title = {Constraint Score: {A} new filter method for feature selection with
pairwise constraints},
journal = {Pattern Recognit.},
volume = {41},
number = {5},
pages = {1440--1451},
year = {2008},
url = {https://doi.org/10.1016/j.patcog.2007.10.009},
doi = {10.1016/J.PATCOG.2007.10.009},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangCZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GengZS08,
author = {Xin Geng and
Zhi{-}Hua Zhou and
Kate Smith{-}Miles},
title = {Individual Stable Space: An Approach to Face Recognition Under Uncontrolled
Conditions},
journal = {{IEEE} Trans. Neural Networks},
volume = {19},
number = {8},
pages = {1354--1368},
year = {2008},
url = {https://doi.org/10.1109/TNN.2008.2000275},
doi = {10.1109/TNN.2008.2000275},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GengZS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toit/XueZZ08,
author = {Xiao{-}Bing Xue and
Zhi{-}Hua Zhou and
Zhongfei (Mark) Zhang},
title = {Improving Web search using image snippets},
journal = {{ACM} Trans. Internet Techn.},
volume = {8},
number = {4},
pages = {21:1--21:28},
year = {2008},
url = {https://doi.org/10.1145/1391949.1391955},
doi = {10.1145/1391949.1391955},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/toit/XueZZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangCZY08,
author = {Daoqiang Zhang and
Songcan Chen and
Zhi{-}Hua Zhou and
Qiang Yang},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Constraint Projections for Ensemble Learning},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {758--763},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-121.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangCZY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZ08,
author = {Yin Zhang and
Zhi{-}Hua Zhou},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Multi-Label Dimensionality Reduction via Dependence Maximization},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1503--1505},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-249.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/YuZ08,
author = {Yang Yu and
Zhi{-}Hua Zhou},
title = {On the usefulness of infeasible solutions in evolutionary search:
{A} theoretical study},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2008, June 1-6, 2008, Hong Kong, China},
pages = {835--840},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CEC.2008.4630893},
doi = {10.1109/CEC.2008.4630893},
timestamp = {Thu, 16 Dec 2021 14:01:33 +0100},
biburl = {https://dblp.org/rec/conf/cec/YuZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Wang08,
author = {Liwei Wang and
Masashi Sugiyama and
Cheng Yang and
Zhi{-}Hua Zhou and
Jufu Feng},
editor = {Rocco A. Servedio and
Tong Zhang},
title = {On the Margin Explanation of Boosting Algorithms},
booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
pages = {479--490},
publisher = {Omnipress},
year = {2008},
url = {http://colt2008.cs.helsinki.fi/papers/08-Wang.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Wang08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangZ08,
author = {Yin Zhang and
Zhi{-}Hua Zhou},
title = {Cost-sensitive face recognition},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587815},
doi = {10.1109/CVPR.2008.4587815},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/Zhou08,
author = {Zhi{-}Hua Zhou},
title = {Semi-supervised Learning by Disagreement},
booktitle = {The 2008 {IEEE} International Conference on Granular Computing, GrC
2008, Hangzhou, China, 26-28 August 2008},
pages = {93},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/GRC.2008.4664785},
doi = {10.1109/GRC.2008.4664785},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/grc/Zhou08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuTZ08,
author = {Fei Tony Liu and
Kai Ming Ting and
Zhi{-}Hua Zhou},
title = {Isolation Forest},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {413--422},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.17},
doi = {10.1109/ICDM.2008.17},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuTZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuYJZ08,
author = {Li{-}Ping Liu and
Yang Yu and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {{TEFE:} {A} Time-Efficient Approach to Feature Extraction},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {423--432},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.48},
doi = {10.1109/ICDM.2008.48},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuYJZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZ08,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {{M3MIML:} {A} Maximum Margin Method for Multi-instance Multi-label
Learning},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {688--697},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.27},
doi = {10.1109/ICDM.2008.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZ08,
author = {Wei Wang and
Zhi{-}Hua Zhou},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {On multi-view active learning and the combination with semi-supervised
learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {1152--1159},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390301},
doi = {10.1145/1390156.1390301},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/GengSZ08,
author = {Xin Geng and
Kate Smith{-}Miles and
Zhi{-}Hua Zhou},
editor = {Abdulmotaleb El{-}Saddik and
Son Vuong and
Carsten Griwodz and
Alberto Del Bimbo and
K. Sel{\c{c}}uk Candan and
Alejandro Jaimes},
title = {Facial age estimation by nonlinear aging pattern subspace},
booktitle = {Proceedings of the 16th International Conference on Multimedia 2008,
Vancouver, British Columbia, Canada, October 26-31, 2008},
pages = {721--724},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1459359.1459469},
doi = {10.1145/1459359.1459469},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/GengSZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiZZ08,
author = {Ming Li and
Zhongfei (Mark) Zhang and
Zhi{-}Hua Zhou},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Mining Bulletin Board Systems Using Community Generation},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {209--221},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_20},
doi = {10.1007/978-3-540-68125-0\_20},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiZZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YuZ08,
author = {Yang Yu and
Zhi{-}Hua Zhou},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {A Framework for Modeling Positive Class Expansion with Single Snapshot},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {429--440},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_38},
doi = {10.1007/978-3-540-68125-0\_38},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YuZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2007dmbiz,
editor = {Carlos Soares and
Yonghong Peng and
Jun Meng and
Takashi Washio and
Zhi{-}Hua Zhou},
title = {Applications of Data Mining in E-Business and Finance},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {177},
publisher = {{IOS} Press},
year = {2008},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=9889},
isbn = {978-1-58603-890-8},
timestamp = {Thu, 23 Mar 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2007dmbiz.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pricai/2008,
editor = {Tu Bao Ho and
Zhi{-}Hua Zhou},
title = {{PRICAI} 2008: Trends in Artificial Intelligence, 10th Pacific Rim
International Conference on Artificial Intelligence, Hanoi, Vietnam,
December 15-19, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5351},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89197-0},
doi = {10.1007/978-3-540-89197-0},
isbn = {978-3-540-89196-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0807-1997,
author = {Zhi{-}Hua Zhou and
Yu{-}Yin Sun and
Yu{-}Feng Li},
title = {Multi-Instance Learning by Treating Instances As Non-I.I.D. Samples},
journal = {CoRR},
volume = {abs/0807.1997},
year = {2008},
url = {http://arxiv.org/abs/0807.1997},
eprinttype = {arXiv},
eprint = {0807.1997},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0807-1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0808-3231,
author = {Zhi{-}Hua Zhou and
Min{-}Ling Zhang and
Sheng{-}Jun Huang and
Yu{-}Feng Li},
title = {{MIML:} {A} Framework for Learning with Ambiguous Objects},
journal = {CoRR},
volume = {abs/0808.3231},
year = {2008},
url = {http://arxiv.org/abs/0808.3231},
eprinttype = {arXiv},
eprint = {0808.3231},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0808-3231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/LuZ07,
author = {Ruqian Lu and
Zhi{-}Hua Zhou},
title = {Guest Editorial to the Special Issue on Advances of Artificial Intelligence
and Knowledge Engineering in China},
journal = {Comput. J.},
volume = {50},
number = {4},
pages = {377},
year = {2007},
url = {https://doi.org/10.1093/comjnl/bxm011},
doi = {10.1093/COMJNL/BXM011},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cj/LuZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsi/ZhangCZ07,
author = {Daoqiang Zhang and
Songcan Chen and
Zhi{-}Hua Zhou},
title = {Entropy-Inspired Competitive Clustering Algorithms},
journal = {Int. J. Softw. Informatics},
volume = {1},
number = {1},
pages = {67--84},
year = {2007},
url = {http://www.ijsi.org/ch/reader/view\_abstract.aspx?file\_no=200767},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsi/ZhangCZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdwm/YuZLLZ07,
author = {Yang Yu and
De{-}Chuan Zhan and
Xu{-}Ying Liu and
Ming Li and
Zhi{-}Hua Zhou},
title = {Predicting Future Customers via Ensembling Gradually Expanded Trees},
journal = {Int. J. Data Warehous. Min.},
volume = {3},
number = {2},
pages = {12--21},
year = {2007},
url = {https://doi.org/10.4018/jdwm.2007040102},
doi = {10.4018/JDWM.2007040102},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdwm/YuZLLZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhouZ07,
author = {Zhi{-}Hua Zhou and
Min{-}Ling Zhang},
title = {Solving multi-instance problems with classifier ensemble based on
constructive clustering},
journal = {Knowl. Inf. Syst.},
volume = {11},
number = {2},
pages = {155--170},
year = {2007},
url = {https://doi.org/10.1007/s10115-006-0029-3},
doi = {10.1007/S10115-006-0029-3},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhouZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GengZS07,
author = {Xin Geng and
Zhi{-}Hua Zhou and
Kate Smith{-}Miles},
title = {Automatic Age Estimation Based on Facial Aging Patterns},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {29},
number = {12},
pages = {2234--2240},
year = {2007},
url = {https://doi.org/10.1109/TPAMI.2007.70733},
doi = {10.1109/TPAMI.2007.70733},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GengZS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangZ07,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {{ML-KNN:} {A} lazy learning approach to multi-label learning},
journal = {Pattern Recognit.},
volume = {40},
number = {7},
pages = {2038--2048},
year = {2007},
url = {https://doi.org/10.1016/j.patcog.2006.12.019},
doi = {10.1016/J.PATCOG.2006.12.019},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouL07,
author = {Zhi{-}Hua Zhou and
Ming Li},
title = {Semisupervised Regression with Cotraining-Style Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {19},
number = {11},
pages = {1479--1493},
year = {2007},
url = {https://doi.org/10.1109/TKDE.2007.190644},
doi = {10.1109/TKDE.2007.190644},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhouL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiZ07,
author = {Ming Li and
Zhi{-}Hua Zhou},
title = {Improve Computer-Aided Diagnosis With Machine Learning Techniques
Using Undiagnosed Samples},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {37},
number = {6},
pages = {1088--1098},
year = {2007},
url = {https://doi.org/10.1109/TSMCA.2007.904745},
doi = {10.1109/TSMCA.2007.904745},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LiZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZ07,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {Multi-Label Learning by Instance Differentiation},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {669--674},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-106.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouZY07,
author = {Zhi{-}Hua Zhou and
De{-}Chuan Zhan and
Qiang Yang},
title = {Semi-Supervised Learning with Very Few Labeled Training Examples},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {675--680},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-107.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhouZY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Zhou07,
author = {Zhi{-}Hua Zhou},
editor = {Reda Alhajj and
Hong Gao and
Xue Li and
Jianzhong Li and
Osmar R. Za{\"{\i}}ane},
title = {Mining Ambiguous Data with Multi-instance Multi-label Representation},
booktitle = {Advanced Data Mining and Applications, Third International Conference,
{ADMA} 2007, Harbin, China, August 6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4632},
pages = {1},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73871-8\_1},
doi = {10.1007/978-3-540-73871-8\_1},
timestamp = {Mon, 31 Aug 2020 16:04:32 +0200},
biburl = {https://dblp.org/rec/conf/adma/Zhou07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amfg/LiuCZT07,
author = {Jun Liu and
Songcan Chen and
Zhi{-}Hua Zhou and
Xiaoyang Tan},
editor = {Shaohua Kevin Zhou and
Wenyi Zhao and
Xiaoou Tang and
Shaogang Gong},
title = {Single Image Subspace for Face Recognition},
booktitle = {Analysis and Modeling of Faces and Gestures, Third International Workshop,
{AMFG} 2007, Rio de Janeiro, Brazil, October 20, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4778},
pages = {205--219},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75690-3\_16},
doi = {10.1007/978-3-540-75690-3\_16},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/amfg/LiuCZT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LiZ07,
author = {Xiao{-}Lin Li and
Zhi{-}Hua Zhou},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Structure Learning of Probabilistic Relational Models from Incomplete
Relational Data},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {214--225},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_22},
doi = {10.1007/978-3-540-74958-5\_22},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LiZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/WangZ07,
author = {Wei Wang and
Zhi{-}Hua Zhou},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Analyzing Co-training Style Algorithms},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {454--465},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_42},
doi = {10.1007/978-3-540-74958-5\_42},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/WangZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuZT07,
author = {Yang Yu and
Zhi{-}Hua Zhou and
Kai Ming Ting},
title = {Cocktail Ensemble for Regression},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {721--726},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.60},
doi = {10.1109/ICDM.2007.60},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuZT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouX07,
author = {Zhi{-}Hua Zhou and
Jun{-}Ming Xu},
editor = {Zoubin Ghahramani},
title = {On the relation between multi-instance learning and semi-supervised
learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {1167--1174},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273643},
doi = {10.1145/1273496.1273643},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhouX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhouD07,
author = {Zhi{-}Hua Zhou and
Hong{-}Bin Dai},
editor = {Manuela M. Veloso},
title = {Exploiting Image Contents in Web Search},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2922--2927},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/470.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhouD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SoaresPMWZ07,
author = {Carlos Soares and
Yonghong Peng and
Jun Meng and
Takashi Washio and
Zhi{-}Hua Zhou},
editor = {Carlos Soares and
Yonghong Peng and
Jun Meng and
Takashi Washio and
Zhi{-}Hua Zhou},
title = {Applications of Data Mining in E-Business Finance: Introduction},
booktitle = {Applications of Data Mining in E-Business and Finance},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {177},
pages = {1--9},
publisher = {{IOS} Press},
year = {2007},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=9890},
timestamp = {Thu, 23 Mar 2017 10:03:18 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/SoaresPMWZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangZC07,
author = {Daoqiang Zhang and
Zhi{-}Hua Zhou and
Songcan Chen},
title = {Semi-Supervised Dimensionality Reduction},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {629--634},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.73},
doi = {10.1137/1.9781611972771.73},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangZC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2007,
editor = {Zhi{-}Hua Zhou and
Hang Li and
Qiang Yang},
title = {Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia
Conference, {PAKDD} 2007, Nanjing, China, May 22-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4426},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71701-0},
doi = {10.1007/978-3-540-71701-0},
isbn = {978-3-540-71700-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2007w,
editor = {Takashi Washio and
Zhi{-}Hua Zhou and
Joshua Zhexue Huang and
Xiaohua Hu and
Jinyan Li and
Chao Xie and
Jieyue He and
Deqing Zou and
Kuan{-}Ching Li and
M{\'{a}}rio M. Freire},
title = {Emerging Technologies in Knowledge Discovery and Data Mining, {PAKDD}
2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4819},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77018-3},
doi = {10.1007/978-3-540-77018-3},
isbn = {978-3-540-77016-9},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2007w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/GengZ06,
author = {Xin Geng and
Zhi{-}Hua Zhou},
title = {Image Region Selection and Ensemble for Face Recognition},
journal = {J. Comput. Sci. Technol.},
volume = {21},
number = {1},
pages = {116--125},
year = {2006},
url = {https://doi.org/10.1007/s11390-006-0116-7},
doi = {10.1007/S11390-006-0116-7},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/GengZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/Zhou06,
author = {Zhi{-}Hua Zhou},
title = {Multi-Instance Learning from Supervised View},
journal = {J. Comput. Sci. Technol.},
volume = {21},
number = {5},
pages = {800--809},
year = {2006},
url = {https://doi.org/10.1007/s11390-006-0800-7},
doi = {10.1007/S11390-006-0800-7},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/Zhou06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhouT06,
author = {Zhi{-}Hua Zhou and
Wei Tang},
title = {Clusterer ensemble},
journal = {Knowl. Based Syst.},
volume = {19},
number = {1},
pages = {77--83},
year = {2006},
url = {https://doi.org/10.1016/j.knosys.2005.11.003},
doi = {10.1016/J.KNOSYS.2005.11.003},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ZhouT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mms/GhafoorZLZ06,
author = {Arif Ghafoor and
Zhongfei (Mark) Zhang and
Michael S. Lew and
Zhi{-}Hua Zhou},
title = {Guest Editors' introduction to the special issue: machine learning
approaches to multimedia information retrieval},
journal = {Multim. Syst.},
volume = {12},
number = {1},
pages = {1--2},
year = {2006},
url = {https://doi.org/10.1007/s00530-006-0040-2},
doi = {10.1007/S00530-006-0040-2},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mms/GhafoorZLZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/ZhangZ06,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {Adapting {RBF} Neural Networks to Multi-Instance Learning},
journal = {Neural Process. Lett.},
volume = {23},
number = {1},
pages = {1--26},
year = {2006},
url = {https://doi.org/10.1007/s11063-005-2192-z},
doi = {10.1007/S11063-005-2192-Z},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/ZhangZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangCZ06,
author = {Daoqiang Zhang and
Songcan Chen and
Zhi{-}Hua Zhou},
title = {Learning the kernel parameters in kernel minimum distance classifier},
journal = {Pattern Recognit.},
volume = {39},
number = {1},
pages = {133--135},
year = {2006},
url = {https://doi.org/10.1016/j.patcog.2005.08.001},
doi = {10.1016/J.PATCOG.2005.08.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangCZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangZC06,
author = {Daoqiang Zhang and
Zhi{-}Hua Zhou and
Songcan Chen},
title = {Diagonal principal component analysis for face recognition},
journal = {Pattern Recognit.},
volume = {39},
number = {1},
pages = {140--142},
year = {2006},
url = {https://doi.org/10.1016/j.patcog.2005.08.002},
doi = {10.1016/J.PATCOG.2005.08.002},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangZC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/TanCZZ06,
author = {Xiaoyang Tan and
Songcan Chen and
Zhi{-}Hua Zhou and
Fuyan Zhang},
title = {Face recognition from a single image per person: {A} survey},
journal = {Pattern Recognit.},
volume = {39},
number = {9},
pages = {1725--1745},
year = {2006},
url = {https://doi.org/10.1016/j.patcog.2006.03.013},
doi = {10.1016/J.PATCOG.2006.03.013},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/TanCZZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouL06,
author = {Zhi{-}Hua Zhou and
Xu{-}Ying Liu},
title = {Training Cost-Sensitive Neural Networks with Methods Addressing the
Class Imbalance Problem},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {18},
number = {1},
pages = {63--77},
year = {2006},
url = {https://doi.org/10.1109/TKDE.2006.17},
doi = {10.1109/TKDE.2006.17},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhouL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZ06,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {Multi-Label Neural Networks with Applications to Functional Genomics
and Text Categorization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {18},
number = {10},
pages = {1338--1351},
year = {2006},
url = {https://doi.org/10.1109/TKDE.2006.162},
doi = {10.1109/TKDE.2006.162},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhouCD06,
author = {Zhi{-}Hua Zhou and
Ke{-}Jia Chen and
Hong{-}Bin Dai},
title = {Enhancing relevance feedback in image retrieval using unlabeled data},
journal = {{ACM} Trans. Inf. Syst.},
volume = {24},
number = {2},
pages = {219--244},
year = {2006},
url = {https://doi.org/10.1145/1148020.1148023},
doi = {10.1145/1148020.1148023},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ZhouCD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuZ06,
author = {Yang Yu and
Zhi{-}Hua Zhou},
title = {A New Approach to Estimating the Expected First Hitting Time of Evolutionary
Algorithms},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {555--560},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-089.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouL06,
author = {Zhi{-}Hua Zhou and
Xu{-}Ying Liu},
title = {On Multi-Class Cost-Sensitive Learning},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {567--572},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-091.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhouL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XueZZ06,
author = {Xiao{-}Bing Xue and
Zhi{-}Hua Zhou and
Zhongfei (Mark) Zhang},
title = {Improve Web Search Using Image Snippets},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {1431--1437},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-225.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XueZZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TanCLZ06,
author = {Xiaoyang Tan and
Songcan Chen and
Jun Li and
Zhi{-}Hua Zhou},
title = {Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion},
booktitle = {2006 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2006), 17-22 June 2006, New York, NY, {USA}},
pages = {138--145},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CVPR.2006.170},
doi = {10.1109/CVPR.2006.170},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TanCLZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/XueZ06,
author = {Xiao{-}Bing Xue and
Zhi{-}Hua Zhou},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Distributional Features for Text Categorization},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {497--508},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_47},
doi = {10.1007/11871842\_47},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/XueZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuWZ06,
author = {Xu{-}Ying Liu and
Jianxin Wu and
Zhi{-}Hua Zhou},
title = {Exploratory Under-Sampling for Class-Imbalance Learning},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {965--969},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.68},
doi = {10.1109/ICDM.2006.68},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuWZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuZ06,
author = {Xu{-}Ying Liu and
Zhi{-}Hua Zhou},
title = {The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical
Study},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {970--974},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.158},
doi = {10.1109/ICDM.2006.158},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZC06,
author = {Daoqiang Zhang and
Zhi{-}Hua Zhou and
Songcan Chen},
title = {Adaptive Kernel Principal Component Analysis with Unsupervised Learning
of Kernels},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {1178--1182},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.14},
doi = {10.1109/ICDM.2006.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouD06,
author = {Zhi{-}Hua Zhou and
Hong{-}Bin Dai},
title = {Query-Sensitive Similarity Measure for Content-Based Image Retrieval},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {1211--1215},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.131},
doi = {10.1109/ICDM.2006.131},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhouD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/ZhangHZ06,
author = {Junping Zhang and
Li He and
Zhi{-}Hua Zhou},
editor = {Licheng Jiao and
Lipo Wang and
Xinbo Gao and
Jing Liu and
Feng Wu},
title = {Ensemble-Based Discriminant Manifold Learning for Face Recognition},
booktitle = {Advances in Natural Computation, Second International Conference,
{ICNC} 2006, Xi'an, China, September 24-28, 2006. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {4221},
pages = {29--38},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11881070\_5},
doi = {10.1007/11881070\_5},
timestamp = {Mon, 19 Apr 2021 14:35:00 +0200},
biburl = {https://dblp.org/rec/conf/icnc/ZhangHZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/GengZZLD06,
author = {Xin Geng and
Zhi{-}Hua Zhou and
Yu Zhang and
Gang Li and
Honghua Dai},
editor = {Klara Nahrstedt and
Matthew A. Turk and
Yong Rui and
Wolfgang Klas and
Ketan Mayer{-}Patel},
title = {Learning from facial aging patterns for automatic age estimation},
booktitle = {Proceedings of the 14th {ACM} International Conference on Multimedia,
Santa Barbara, CA, USA, October 23-27, 2006},
pages = {307--316},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1180639.1180711},
doi = {10.1145/1180639.1180711},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/GengZZLD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouZ06,
author = {Zhi{-}Hua Zhou and
Min{-}Ling Zhang},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Multi-Instance Multi-Label Learning with Application to Scene Classification},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1609--1616},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/8e489b4966fe8f703b5be647f1cbae63-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhouZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JiangLZ06,
author = {Yuan Jiang and
Ming Li and
Zhi{-}Hua Zhou},
editor = {Jinyan Li and
Qiang Yang and
Ah{-}Hwee Tan},
title = {Generation of Comprehensible Hypotheses from Gene Expression Data},
booktitle = {Data Mining for Biomedical Applications, {PAKDD} 2006 Workshop, BioDM
2006, Singapore, April 9, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3916},
pages = {116--123},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11691730\_12},
doi = {10.1007/11691730\_12},
timestamp = {Wed, 07 Apr 2021 15:15:53 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/JiangLZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhanZ06,
author = {De{-}Chuan Zhan and
Zhi{-}Hua Zhou},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {Neighbor Line-Based Locally Linear Embedding},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {806--815},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_94},
doi = {10.1007/11731139\_94},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhanZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/Zhou06,
author = {Zhi{-}Hua Zhou},
editor = {Qiang Yang and
Geoffrey I. Webb},
title = {Learning with Unlabeled Data and Its Application to Image Retrieval},
booktitle = {{PRICAI} 2006: Trends in Artificial Intelligence, 9th Pacific Rim
International Conference on Artificial Intelligence, Guilin, China,
August 7-11, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4099},
pages = {5--10},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11801603\_3},
doi = {10.1007/11801603\_3},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/Zhou06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/ZhangZC06,
author = {Daoqiang Zhang and
Zhi{-}Hua Zhou and
Songcan Chen},
editor = {Qiang Yang and
Geoffrey I. Webb},
title = {Non-negative Matrix Factorization on Kernels},
booktitle = {{PRICAI} 2006: Trends in Artificial Intelligence, 9th Pacific Rim
International Conference on Artificial Intelligence, Guilin, China,
August 7-11, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4099},
pages = {404--412},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11801603\_44},
doi = {10.1007/11801603\_44},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/ZhangZC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/GengZD06,
author = {Xin Geng and
Zhi{-}Hua Zhou and
Honghua Dai},
editor = {Qiang Yang and
Geoffrey I. Webb},
title = {Uncontrolled Face Recognition by Individual Stable Neural Network},
booktitle = {{PRICAI} 2006: Trends in Artificial Intelligence, 9th Pacific Rim
International Conference on Artificial Intelligence, Guilin, China,
August 7-11, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4099},
pages = {553--562},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11801603\_59},
doi = {10.1007/11801603\_59},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pricai/GengZD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/ZhangCZ06,
author = {Daoqiang Zhang and
Songcan Chen and
Zhi{-}Hua Zhou},
editor = {Dit{-}Yan Yeung and
James T. Kwok and
Ana L. N. Fred and
Fabio Roli and
Dick de Ridder},
title = {Recognizing Face or Object from a Single Image: Linear vs. Kernel
Methods on 2D Patterns},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshops, {SSPR} 2006 and {SPR} 2006, Hong Kong,
China, August 17-19, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4109},
pages = {889--897},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11815921\_98},
doi = {10.1007/11815921\_98},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/ZhangCZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/ZhangCZ05,
author = {Daoqiang Zhang and
Songcan Chen and
Zhi{-}Hua Zhou},
title = {A new face recognition method based on {SVD} perturbation for single
example image per person},
journal = {Appl. Math. Comput.},
volume = {163},
number = {2},
pages = {895--907},
year = {2005},
url = {https://doi.org/10.1016/j.amc.2004.04.016},
doi = {10.1016/J.AMC.2004.04.016},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amc/ZhangCZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ZhouJL05,
author = {Zhi{-}Hua Zhou and
Kai Jiang and
Ming Li},
title = {Multi-Instance Learning Based Web Mining},
journal = {Appl. Intell.},
volume = {22},
number = {2},
pages = {135--147},
year = {2005},
url = {https://doi.org/10.1007/s10489-005-5602-z},
doi = {10.1007/S10489-005-5602-Z},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/ZhouJL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChenCZ05,
author = {Songcan Chen and
Lei Chen and
Zhi{-}Hua Zhou},
title = {A unified SWSI-KAMs framework and performance evaluation on face recognition},
journal = {Neurocomputing},
volume = {68},
pages = {54--69},
year = {2005},
url = {https://doi.org/10.1016/j.neucom.2005.02.001},
doi = {10.1016/J.NEUCOM.2005.02.001},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ChenCZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangZ05a,
author = {Daoqiang Zhang and
Zhi{-}Hua Zhou},
title = {(2D)\({}^{\mbox{2}}\)PCA: Two-directional two-dimensional {PCA} for
efficient face representation and recognition},
journal = {Neurocomputing},
volume = {69},
number = {1-3},
pages = {224--231},
year = {2005},
url = {https://doi.org/10.1016/j.neucom.2005.06.004},
doi = {10.1016/J.NEUCOM.2005.06.004},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangZ05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/ZhouY05,
author = {Zhi{-}Hua Zhou and
Yang Yu},
title = {Adapt Bagging to Nearest Neighbor Classifiers},
journal = {J. Comput. Sci. Technol.},
volume = {20},
number = {1},
pages = {48--54},
year = {2005},
url = {https://doi.org/10.1007/s11390-005-0005-5},
doi = {10.1007/S11390-005-0005-5},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/ZhouY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouL05,
author = {Zhi{-}Hua Zhou and
Ming Li},
title = {Tri-Training: Exploiting Unlabeled Data Using Three Classifiers},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {11},
pages = {1529--1541},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.186},
doi = {10.1109/TKDE.2005.186},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhouL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/TanCZZ05,
author = {Xiaoyang Tan and
Songcan Chen and
Zhi{-}Hua Zhou and
Fuyan Zhang},
title = {Recognizing partially occluded, expression variant faces from single
training image per person with {SOM} and soft k-NN ensemble},
journal = {{IEEE} Trans. Neural Networks},
volume = {16},
number = {4},
pages = {875--886},
year = {2005},
url = {https://doi.org/10.1109/TNN.2005.849817},
doi = {10.1109/TNN.2005.849817},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/TanCZZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ZhouY05,
author = {Zhi{-}Hua Zhou and
Yang Yu},
title = {Ensembling local learners ThroughMultimodal perturbation},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {35},
number = {4},
pages = {725--735},
year = {2005},
url = {https://doi.org/10.1109/TSMCB.2005.845396},
doi = {10.1109/TSMCB.2005.845396},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/ZhouY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/GengZZ05,
author = {Xin Geng and
De{-}Chuan Zhan and
Zhi{-}Hua Zhou},
title = {Supervised nonlinear dimensionality reduction for visualization and
classification},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {35},
number = {6},
pages = {1098--1107},
year = {2005},
url = {https://doi.org/10.1109/TSMCB.2005.850151},
doi = {10.1109/TSMCB.2005.850151},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/GengZZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amfg/ZhangCZ05,
author = {Daoqiang Zhang and
Songcan Chen and
Zhi{-}Hua Zhou},
editor = {Wenyi Zhao and
Shaogang Gong and
Xiaoou Tang},
title = {Two-Dimensional Non-negative Matrix Factorization for Face Representation
and Recognition},
booktitle = {Analysis and Modelling of Faces and Gestures, Second International
Workshop, {AMFG} 2005, Beijing, China, October 16, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3723},
pages = {350--363},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564386\_27},
doi = {10.1007/11564386\_27},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/amfg/ZhangCZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/ZhouXJ05,
author = {Zhi{-}Hua Zhou and
Xiao{-}Bing Xue and
Yuan Jiang},
editor = {Shichao Zhang and
Ray Jarvis},
title = {Locating Regions of Interest in {CBIR} with Multi-instance Learning
Techniques},
booktitle = {{AI} 2005: Advances in Artificial Intelligence, 18th Australian Joint
Conference on Artificial Intelligence, Sydney, Australia, December
5-9, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3809},
pages = {92--101},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11589990\_12},
doi = {10.1007/11589990\_12},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/ZhouXJ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/ZhangZ05b,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
editor = {Xiaohua Hu and
Qing Liu and
Andrzej Skowron and
Tsau Young Lin and
Ronald R. Yager and
Bo Zhang},
title = {A k-nearest neighbor based algorithm for multi-label classification},
booktitle = {2005 {IEEE} International Conference on Granular Computing, Beijing,
China, July 25-27, 2005},
pages = {718--721},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/GRC.2005.1547385},
doi = {10.1109/GRC.2005.1547385},
timestamp = {Fri, 09 Apr 2021 17:11:12 +0200},
biburl = {https://dblp.org/rec/conf/grc/ZhangZ05b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/YangCZLY05,
author = {Yu{-}Bin Yang and
Shifu Chen and
Zhi{-}Hua Zhou and
Hui Lin and
Yukun Ye},
editor = {Moonis Ali and
Floriana Esposito},
title = {An Intelligent Medical Image Understanding Method Using Two-Tier Neural
Network Ensembles},
booktitle = {Innovations in Applied Artificial Intelligence, 18th International
Conference on Industrial and Engineering Applications of Artificial
Intelligence and Expert Systems, {IEA/AIE} 2005, Bari, Italy, June
22-24, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3533},
pages = {616--618},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11504894\_86},
doi = {10.1007/11504894\_86},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/YangCZLY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhouL05,
author = {Zhi{-}Hua Zhou and
Ming Li},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Semi-Supervised Regression with Co-Training},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {908--916},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/0689.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhouL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/LiZLZ05,
author = {Ning Li and
Huajie Zhou and
Jinjiang Ling and
Zhi{-}Hua Zhou},
editor = {Jun Wang and
Xiaofeng Liao and
Zhang Yi},
title = {Spiculated Lesion Detection in Digital Mammogram Based on Artificial
Neural Network Ensemble},
booktitle = {Advances in Neural Networks - {ISNN} 2005, Second International Symposium
on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {3498},
pages = {790--795},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11427469\_125},
doi = {10.1007/11427469\_125},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/LiZLZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/TanCZZ05,
author = {Xiaoyang Tan and
Songcan Chen and
Zhi{-}Hua Zhou and
Fuyan Zhang},
editor = {Tu Bao Ho and
David Wai{-}Lok Cheung and
Huan Liu},
title = {Feature Selection for High Dimensional Face Image Using Self-organizing
Maps},
booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia
Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3518},
pages = {500--504},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11430919\_58},
doi = {10.1007/11430919\_58},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/TanCZZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiZ05a,
author = {Ming Li and
Zhi{-}Hua Zhou},
editor = {Tu Bao Ho and
David Wai{-}Lok Cheung and
Huan Liu},
title = {{SETRED:} Self-training with Editing},
booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia
Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3518},
pages = {611--621},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11430919\_71},
doi = {10.1007/11430919\_71},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiZ05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/JiangLLDZ05,
author = {Yuan Jiang and
Jinjiang Ling and
Gang Li and
Honghua Dai and
Zhi{-}Hua Zhou},
editor = {Dominik Slezak and
Guoyin Wang and
Marcin S. Szczuka and
Ivo D{\"{u}}ntsch and
Yiyu Yao},
title = {Dependency Bagging},
booktitle = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th
International Conference, RSFDGrC 2005, Regina, Canada, August 31
- September 3, 2005, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3641},
pages = {491--500},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11548669\_51},
doi = {10.1007/11548669\_51},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rsfdgrc/JiangLLDZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ZhouL04,
author = {Zhi{-}Hua Zhou and
Ruqian Lu},
title = {Artificial intelligence in medicine in China},
journal = {Artif. Intell. Medicine},
volume = {32},
number = {1},
pages = {1--2},
year = {2004},
url = {https://doi.org/10.1016/j.artmed.2004.02.001},
doi = {10.1016/J.ARTMED.2004.02.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/ZhouL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/Zhou04,
author = {Zhi{-}Hua Zhou},
title = {Rule Extraction: Using Neural Networks or for Neural Networks?},
journal = {J. Comput. Sci. Technol.},
volume = {19},
number = {2},
pages = {249--253},
year = {2004},
url = {https://doi.org/10.1007/BF02944803},
doi = {10.1007/BF02944803},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/Zhou04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/ZhangZ04,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
title = {Improve Multi-Instance Neural Networks through Feature Selection},
journal = {Neural Process. Lett.},
volume = {19},
number = {1},
pages = {1--10},
year = {2004},
url = {https://doi.org/10.1023/B:NEPL.0000016836.03614.9f},
doi = {10.1023/B:NEPL.0000016836.03614.9F},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/ZhangZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/JiangZ04,
author = {Yuan Jiang and
Zhi{-}Hua Zhou},
title = {{SOM} Ensemble-Based Image Segmentation},
journal = {Neural Process. Lett.},
volume = {20},
number = {3},
pages = {171--178},
year = {2004},
url = {https://doi.org/10.1007/s11063-004-2022-8},
doi = {10.1007/S11063-004-2022-8},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/JiangZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhouG04a,
author = {Zhi{-}Hua Zhou and
Xin Geng},
title = {Projection functions for eye detection},
journal = {Pattern Recognit.},
volume = {37},
number = {5},
pages = {1049--1056},
year = {2004},
url = {https://doi.org/10.1016/j.patcog.2003.09.006},
doi = {10.1016/J.PATCOG.2003.09.006},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhouG04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ChenLZ04,
author = {Songcan Chen and
Jun Liu and
Zhi{-}Hua Zhou},
title = {Making {FLDA} applicable to face recognition with one sample per person},
journal = {Pattern Recognit.},
volume = {37},
number = {7},
pages = {1553--1555},
year = {2004},
url = {https://doi.org/10.1016/j.patcog.2003.12.010},
doi = {10.1016/J.PATCOG.2003.12.010},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ChenLZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ChenZZ04,
author = {Songcan Chen and
Daoqiang Zhang and
Zhi{-}Hua Zhou},
title = {Enhanced (PC)\({}^{\mbox{2}}\) {A} for face recognition with one training
image per person},
journal = {Pattern Recognit. Lett.},
volume = {25},
number = {10},
pages = {1173--1181},
year = {2004},
url = {https://doi.org/10.1016/j.patrec.2004.03.012},
doi = {10.1016/J.PATREC.2004.03.012},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/ChenZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouJ04,
author = {Zhi{-}Hua Zhou and
Yuan Jiang},
title = {NeC4.5: Neural Ensemble Based {C4.5}},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {16},
number = {6},
pages = {770--773},
year = {2004},
url = {https://doi.org/10.1109/TKDE.2004.11},
doi = {10.1109/TKDE.2004.11},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhouJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GaoHRZ04,
author = {Yang Gao and
Joshua Zhexue Huang and
Hongqiang Rong and
Zhi{-}Hua Zhou},
editor = {Geoffrey I. Webb and
Xinghuo Yu},
title = {Meta-game Equilibrium for Multi-agent Reinforcement Learning},
booktitle = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint
Conference on Artificial Intelligence, Cairns, Australia, December
4-6, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3339},
pages = {930--936},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30549-1\_81},
doi = {10.1007/978-3-540-30549-1\_81},
timestamp = {Wed, 20 Nov 2019 16:52:44 +0100},
biburl = {https://dblp.org/rec/conf/ausai/GaoHRZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ZhouCJ04,
author = {Zhi{-}Hua Zhou and
Ke{-}Jia Chen and
Yuan Jiang},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {Exploiting Unlabeled Data in Content-Based Image Retrieval},
booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine
Learning, Pisa, Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3201},
pages = {525--536},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30115-8\_48},
doi = {10.1007/978-3-540-30115-8\_48},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ZhouCJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/ZhangZ04,
author = {Min{-}Ling Zhang and
Zhi{-}Hua Zhou},
editor = {Zhongzhi Shi and
Qing He},
title = {Ensembles of Multi-Instance Neural Networks},
booktitle = {Intelligent Information Processing II, {IFIP} {TC12/WG12.3} International
Conference on Intelligent Information Processing {(IIP} 2004), October
21-23, 2004, Beijing, China},
series = {{IFIP}},
volume = {163},
pages = {471--474},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/0-387-23152-8\_58},
doi = {10.1007/0-387-23152-8\_58},
timestamp = {Sat, 29 Aug 2020 18:19:34 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/ZhangZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/ZhangCZ04,
author = {Daoqiang Zhang and
Songcan Chen and
Zhi{-}Hua Zhou},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Fuzzy-Kernel Learning Vector Quantization},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {180--185},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_31},
doi = {10.1007/978-3-540-28647-9\_31},
timestamp = {Thu, 26 Sep 2019 16:40:33 +0200},
biburl = {https://dblp.org/rec/conf/isnn/ZhangCZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/JiangZ04,
author = {Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Editing Training Data for kNN Classifiers with Neural Network Ensemble},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {356--361},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_60},
doi = {10.1007/978-3-540-28647-9\_60},
timestamp = {Mon, 14 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/JiangZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/LiuCZ04,
author = {Jun Liu and
Songcan Chen and
Zhi{-}Hua Zhou},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Progressive Principal Component Analysis},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {768--773},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_126},
doi = {10.1007/978-3-540-28647-9\_126},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/LiuCZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/TanCZZ04,
author = {Xiaoyang Tan and
Songcan Chen and
Zhi{-}Hua Zhou and
Fuyan Zhang},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Robust Face Recognition from a Single Training Image per Person with
Kernel-Based SOM-Face},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {858--863},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_141},
doi = {10.1007/978-3-540-28647-9\_141},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/TanCZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DaiLZ04,
author = {Honghua Dai and
Gang Li and
Zhi{-}Hua Zhou},
editor = {Honghua Dai and
Ramakrishnan Srikant and
Chengqi Zhang},
title = {Ensembling {MML} Causal Discovery},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3056},
pages = {260--271},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24775-3\_34},
doi = {10.1007/978-3-540-24775-3\_34},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/DaiLZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhouWLD04,
author = {Zhi{-}Hua Zhou and
Dan Wei and
Gang Li and
Honghua Dai},
editor = {Honghua Dai and
Ramakrishnan Srikant and
Chengqi Zhang},
title = {On the Size of Training Set and the Benefit from Ensemble},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3056},
pages = {298--307},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24775-3\_38},
doi = {10.1007/978-3-540-24775-3\_38},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhouWLD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sinobiometrics/ZhangSZ04,
author = {Junping Zhang and
Huanxing Shen and
Zhi{-}Hua Zhou},
editor = {Stan Z. Li and
Jian{-}Huang Lai and
Tieniu Tan and
Guo{-}Can Feng and
Yangsheng Wang},
title = {Unified Locally Linear Embedding and Linear Discriminant Analysis
Algorithm {(ULLELDA)} for Face Recognition},
booktitle = {Advances in Biometric Person Authentication, 5th Chinese Conference
on Biometric Recognition, {SINOBIOMETRICS} 2004, Guangzhou, China,
December 13-14, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3338},
pages = {296--304},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30548-4\_34},
doi = {10.1007/978-3-540-30548-4\_34},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/sinobiometrics/ZhangSZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softco/ZhangHZ04,
author = {Junping Zhang and
Li He and
Zhi{-}Hua Zhou},
editor = {Ajith Abraham and
Bernard De Baets and
Mario K{\"{o}}ppen and
Bertram Nickolay},
title = {Analyzing Magnification Factors and Principal Spread Directions in
Manifold Learning},
booktitle = {Applied Soft Computing Technologies: The Challenge of Complexity,
Proceedings of the 9th Online World Conference on Soft Computing in
Industrial Applications (WSC9), September 20th - October 8th, 2004,
held on the World Wide Web},
series = {Advances in Soft Computing},
volume = {34},
pages = {651--664},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/3-540-31662-0\_49},
doi = {10.1007/3-540-31662-0\_49},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softco/ZhangHZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Zhou03,
author = {Zhi{-}Hua Zhou},
title = {Three perspectives of data mining},
journal = {Artif. Intell.},
volume = {143},
number = {1},
pages = {139--146},
year = {2003},
url = {https://doi.org/10.1016/S0004-3702(02)00357-0},
doi = {10.1016/S0004-3702(02)00357-0},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Zhou03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/ZhouJC03,
author = {Zhi{-}Hua Zhou and
Yuan Jiang and
Shifu Chen},
title = {Extracting symbolic rules from trained neural network ensembles},
journal = {{AI} Commun.},
volume = {16},
number = {1},
pages = {3--15},
year = {2003},
url = {http://content.iospress.com/articles/ai-communications/aic272},
timestamp = {Mon, 14 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/ZhouJC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iasc/ZhouS03,
author = {Zhi{-}Hua Zhou and
Xue{-}Hua Shen},
title = {Virtual Creatures Controlled by Developmental and Evolutionary {CPM}
Neural Networks},
journal = {Intell. Autom. Soft Comput.},
volume = {9},
number = {1},
pages = {23--30},
year = {2003},
url = {https://doi.org/10.1080/10798587.2000.10642839},
doi = {10.1080/10798587.2000.10642839},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iasc/ZhouS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ZhouC03,
author = {Zhi{-}Hua Zhou and
Shifu Chen},
title = {Evolving Fault-Tolerant Neural Networks},
journal = {Neural Comput. Appl.},
volume = {11},
number = {3-4},
pages = {156--160},
year = {2003},
url = {https://doi.org/10.1007/s00521-003-0353-4},
doi = {10.1007/S00521-003-0353-4},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ZhouC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WuZ03,
author = {Jianxin Wu and
Zhi{-}Hua Zhou},
title = {Efficient face candidates selector for face detection},
journal = {Pattern Recognit.},
volume = {36},
number = {5},
pages = {1175--1186},
year = {2003},
url = {https://doi.org/10.1016/S0031-3203(02)00165-6},
doi = {10.1016/S0031-3203(02)00165-6},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WuZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ZhouJ03,
author = {Zhi{-}Hua Zhou and
Yuan Jiang},
title = {Medical diagnosis with {C4.5} rule preceded by artificial neural network
ensemble},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {7},
number = {1},
pages = {37--42},
year = {2003},
url = {https://doi.org/10.1109/TITB.2003.808498},
doi = {10.1109/TITB.2003.808498},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/ZhouJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ZhouZ03,
author = {Zhi{-}Hua Zhou and
Min{-}Ling Zhang},
editor = {Nada Lavrac and
Dragan Gamberger and
Ljupco Todorovski and
Hendrik Blockeel},
title = {Ensembles of Multi-instance Learners},
booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine
Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2837},
pages = {492--502},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39857-8\_44},
doi = {10.1007/978-3-540-39857-8\_44},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ZhouZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ZhouZC03,
author = {Zhi{-}Hua Zhou and
Min{-}Ling Zhang and
Ke{-}Jia Chen},
title = {A Novel Bag Generator for Image Database Retrieval With Multi-Instance
Learning Techniques},
booktitle = {15th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2003), 3-5 November 2003, Sacramento, California, {USA}},
pages = {565--569},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/TAI.2003.1250242},
doi = {10.1109/TAI.2003.1250242},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictai/ZhouZC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/ZhouT03,
author = {Zhi{-}Hua Zhou and
Wei Tang},
editor = {Guoyin Wang and
Qing Liu and
Yiyu Yao and
Andrzej Skowron},
title = {Selective Ensemble of Decision Trees},
booktitle = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 9th International
Conference, RSFDGrC 2003, Chongqing, China, May 26-29, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2639},
pages = {476--483},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-39205-X\_81},
doi = {10.1007/3-540-39205-X\_81},
timestamp = {Mon, 16 Mar 2020 17:44:10 +0100},
biburl = {https://dblp.org/rec/conf/rsfdgrc/ZhouT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/JiangCZ03,
author = {Yuan Jiang and
Kejia Chen and
Zhi{-}Hua Zhou},
editor = {Guoyin Wang and
Qing Liu and
Yiyu Yao and
Andrzej Skowron},
title = {{SOM} Based Image Segmentation},
booktitle = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 9th International
Conference, RSFDGrC 2003, Chongqing, China, May 26-29, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2639},
pages = {640--643},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-39205-X\_107},
doi = {10.1007/3-540-39205-X\_107},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rsfdgrc/JiangCZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ZhouWT02,
author = {Zhi{-}Hua Zhou and
Jianxin Wu and
Wei Tang},
title = {Ensembling neural networks: Many could be better than all},
journal = {Artif. Intell.},
volume = {137},
number = {1-2},
pages = {239--263},
year = {2002},
url = {https://doi.org/10.1016/S0004-3702(02)00190-X},
doi = {10.1016/S0004-3702(02)00190-X},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/ZhouWT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ZhouJYC02,
author = {Zhi{-}Hua Zhou and
Yuan Jiang and
Yu{-}Bin Yang and
Shifu Chen},
title = {Lung cancer cell identification based on artificial neural network
ensembles},
journal = {Artif. Intell. Medicine},
volume = {24},
number = {1},
pages = {25--36},
year = {2002},
url = {https://doi.org/10.1016/S0933-3657(01)00094-X},
doi = {10.1016/S0933-3657(01)00094-X},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/ZhouJYC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/Zhou02,
author = {Zhi{-}Hua Zhou},
title = {Artificial Neural Networks in Biomedicine - Paulo {J.G.} Lisboa, Emmanuel
C. Ifeachor and Piotr S. Szczepaniak (Eds.), Springer-Verlag, London,
2000, {ISBN} 1-85233-005-8},
journal = {Artif. Intell. Medicine},
volume = {25},
number = {2},
pages = {211--214},
year = {2002},
url = {https://doi.org/10.1016/S0933-3657(02)00016-7},
doi = {10.1016/S0933-3657(02)00016-7},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/Zhou02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhouC02,
author = {Zhi{-}Hua Zhou and
Zhaoqian Chen},
title = {Hybrid decision tree},
journal = {Knowl. Based Syst.},
volume = {15},
number = {8},
pages = {515--528},
year = {2002},
url = {https://doi.org/10.1016/S0950-7051(02)00038-2},
doi = {10.1016/S0950-7051(02)00038-2},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ZhouC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/WuZ02,
author = {Jianxin Wu and
Zhi{-}Hua Zhou},
title = {Face recognition with one training image per person},
journal = {Pattern Recognit. Lett.},
volume = {23},
number = {14},
pages = {1711--1719},
year = {2002},
url = {https://doi.org/10.1016/S0167-8655(02)00134-4},
doi = {10.1016/S0167-8655(02)00134-4},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/WuZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/ZhouJYC02,
author = {Zhi{-}Hua Zhou and
Yuan Jiang and
Xu{-}Ri Yin and
Shifu Chen},
editor = {Tim Hendtlass and
Moonis Ali},
title = {The Application of Visualization and Neural Network Techniques in
a Power Transformer Condition Monitoring System},
booktitle = {Developments in Applied Artificial Intelligence, 15th International
Conference on Industrial and Engineering, Applications of Artificial
Intelligence and Expert Systems, {IEA/AIE} 2002, Cairns, Australia,
June 17-20, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2358},
pages = {325--334},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-48035-8\_32},
doi = {10.1007/3-540-48035-8\_32},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/ZhouJYC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/ZhouWTC01,
author = {Zhi{-}Hua Zhou and
Jianxin Wu and
Wei Tang and
Zhaoqian Chen},
title = {Combining Regression Estimators: GA-Based Selective Neural Network
Ensemble},
journal = {Int. J. Comput. Intell. Appl.},
volume = {1},
number = {4},
pages = {341--356},
year = {2001},
url = {https://doi.org/10.1142/S1469026801000287},
doi = {10.1142/S1469026801000287},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/ZhouWTC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhouWJC01,
author = {Zhi{-}Hua Zhou and
Jianxin Wu and
Yuan Jiang and
Shifu Chen},
editor = {Bernhard Nebel},
title = {Genetic Algorithm based Selective Neural Network Ensemble},
booktitle = {Proceedings of the Seventeenth International Joint Conference on Artificial
Intelligence, {IJCAI} 2001, Seattle, Washington, USA, August 4-10,
2001},
pages = {797--802},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhouWJC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/YinZLC01,
author = {Xu{-}Ri Yin and
Zhi{-}Hua Zhou and
Ning Li and
Shifu Chen},
editor = {Xiaoyang Sean Wang and
Ge Yu and
Hongjun Lu},
title = {An Approach for Data Filtering Based on Rough Set Theory},
booktitle = {Advances in Web-Age Information Management, Second International Conference,
{WAIM} 2001, Xi'an, China, July 9-11, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2118},
pages = {367--376},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-47714-4\_33},
doi = {10.1007/3-540-47714-4\_33},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/waim/YinZLC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcss/ZhouJC00,
author = {Zhi{-}Hua Zhou and
Yuan Jiang and
Shifu Chen},
title = {A general neural framework for classification rule mining},
journal = {Int. J. Comput. Syst. Signals},
volume = {1},
number = {2},
pages = {154--168},
year = {2000},
url = {http://research.i2r.a-star.edu.sg/iaamsad/ijcss/Journals/Vol1No2/IJCSS\_V1N2\_p154\_168.pdf},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcss/ZhouJC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhouCC00,
author = {Zhi{-}Hua Zhou and
Shifu Chen and
Zhaoqian Chen},
title = {{FANNC:} {A} Fast Adaptive Neural Network Classifier},
journal = {Knowl. Inf. Syst.},
volume = {2},
number = {1},
pages = {115--129},
year = {2000},
url = {https://doi.org/10.1007/s101150050006},
doi = {10.1007/S101150050006},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhouCC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/HuangCZZ00,
author = {Fu Jie Huang and
Tsuhan Chen and
Zhi{-}Hua Zhou and
Hong{-}Jiang Zhang},
title = {Pose Invariant Face Recognition},
booktitle = {4th {IEEE} International Conference on Automatic Face and Gesture
Recognition {(FG} 2000), 26-30 March 2000, Grenoble, France},
pages = {245--250},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/AFGR.2000.840642},
doi = {10.1109/AFGR.2000.840642},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fgr/HuangCZZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HeZYC00,
author = {Jia{-}Zhou He and
Zhi{-}Hua Zhou and
Xu{-}Ri Yin and
Shifu Chen},
title = {Using Neural Networks for Fault Diagnosis},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 5},
pages = {217--220},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861460},
doi = {10.1109/IJCNN.2000.861460},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/HeZYC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhouCC00,
author = {Zhi{-}Hua Zhou and
Shifu Chen and
Zhaoqian Chen},
title = {A Statistics Based Approach for Extracting Priority Rules from Trained
Neural Networks},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 3},
pages = {401--406},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861337},
doi = {10.1109/IJCNN.2000.861337},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhouCC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/ZhouCC99,
author = {Zhi{-}Hua Zhou and
Shifu Chen and
Zhaoqian Chen},
editor = {Norman Y. Foo},
title = {{FANRE:} {A} Fast Adaptive Neural Regression Estimator},
booktitle = {Advanced Topics in Artificial Intelligence, 12th Australian Joint
Conference on Artificial Intelligence, {AI} '99, Sydney, Australia,
December 6-10, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1747},
pages = {48--59},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46695-9\_5},
doi = {10.1007/3-540-46695-9\_5},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/ZhouCC99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ZhouCC99,
author = {Zhi{-}Hua Zhou and
Shifu Chen and
Zhaoqian Chen},
title = {Mining Typhoon Knowledge with Neural Networks},
booktitle = {11th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} '99, Chicago, Illinois, USA, November 8-10, 1999},
pages = {325--326},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/TAI.1999.809809},
doi = {10.1109/TAI.1999.809809},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/ZhouCC99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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