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ORCIDBibTeX records: Yanshan Xiao
@article{DBLP:journals/eswa/LiuLXSZPZH24,
author = {Bo Liu and
Xiaokai Li and
Yanshan Xiao and
Peng Sun and
Shilei Zhao and
Tiantian Peng and
Zhiyu Zheng and
Yongsheng Huang},
title = {Adaboost-based {SVDD} for anomaly detection with dictionary learning},
journal = {Expert Syst. Appl.},
volume = {238},
number = {Part {C}},
pages = {121770},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.121770},
doi = {10.1016/J.ESWA.2023.121770},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/LiuLXSZPZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/XiaoPLZKH24,
author = {Yanshan Xiao and
Guitao Pan and
Bo Liu and
Liang Zhao and
Xiangjun Kong and
Zhifeng Hao},
title = {Privileged multi-view one-class support vector machine},
journal = {Neurocomputing},
volume = {572},
pages = {127186},
year = {2024},
url = {https://doi.org/10.1016/j.neucom.2023.127186},
doi = {10.1016/J.NEUCOM.2023.127186},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/XiaoPLZKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/XiaoCLZKH24,
author = {Yanshan Xiao and
Junfeng Chen and
Bo Liu and
Liang Zhao and
Xiangjun Kong and
Zhifeng Hao},
title = {A new multi-view multi-label model with privileged information learning},
journal = {Inf. Sci.},
volume = {656},
pages = {119911},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2023.119911},
doi = {10.1016/J.INS.2023.119911},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/XiaoCLZKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/XiaoZLZKH24,
author = {Yanshan Xiao and
Jianwei Zhang and
Bo Liu and
Liang Zhao and
Xiangjun Kong and
Zhifeng Hao},
title = {Multi-View Maximum Margin Clustering With Privileged Information Learning},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {34},
number = {4},
pages = {2719--2733},
year = {2024},
url = {https://doi.org/10.1109/TCSVT.2023.3311174},
doi = {10.1109/TCSVT.2023.3311174},
timestamp = {Sun, 14 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/XiaoZLZKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HeLCXX24,
author = {Jinghui He and
Bo Liu and
Fan Cao and
Jian Xu and
Yanshan Xiao},
title = {Few-Shot Object Counting With Dynamic Similarity-Aware in Latent Space},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--14},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2024.3350383},
doi = {10.1109/TGRS.2024.3350383},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/HeLCXX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLXWHLCH24,
author = {Bo Liu and
Liangjiao Li and
Yanshan Xiao and
Kai Wang and
Jian Hu and
Junrui Liu and
Qihang Chen and
Ruiguang Huang},
title = {An Efficient Transfer Learning Method with Auxiliary Information},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {1},
pages = {22:1--22:23},
year = {2024},
url = {https://doi.org/10.1145/3612930},
doi = {10.1145/3612930},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LiuLXWHLCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XiaoLWLZK23,
author = {Yanshan Xiao and
Jinneng Liu and
Kairun Wen and
Bo Liu and
Liang Zhao and
Xiangjun Kong},
title = {A least squares twin support vector machine method with uncertain
data},
journal = {Appl. Intell.},
volume = {53},
number = {9},
pages = {10668--10684},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03897-3},
doi = {10.1007/S10489-022-03897-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XiaoLWLZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LaiXL23,
author = {Jiantao Lai and
Yanshan Xiao and
Bo Liu},
title = {Boost two-view learning-based method for label proportions problem},
journal = {Appl. Intell.},
volume = {53},
number = {19},
pages = {21984--22001},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-04643-z},
doi = {10.1007/S10489-023-04643-Z},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LaiXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/XiaoYZKLPA23,
author = {Yanshan Xiao and
Zexin Ye and
Liang Zhao and
Xiangjun Kong and
Bo Liu and
Kemal Polat and
Adi Alhudhaif},
title = {Privileged information learning with weak labels},
journal = {Appl. Soft Comput.},
volume = {142},
pages = {110298},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2023.110298},
doi = {10.1016/J.ASOC.2023.110298},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/XiaoYZKLPA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuLXCLLWS23,
author = {Bo Liu and
Weibin Li and
Yanshan Xiao and
Xiaodong Chen and
Laiwang Liu and
Changdong Liu and
Kai Wang and
Peng Sun},
title = {Multi-view multi-label learning with high-order label correlation},
journal = {Inf. Sci.},
volume = {624},
pages = {165--184},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2022.12.072},
doi = {10.1016/J.INS.2022.12.072},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LiuLXCLLWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuCXWLHL23,
author = {Bo Liu and
Qihang Chen and
Yanshan Xiao and
Kai Wang and
Junrui Liu and
Ruiguang Huang and
Liangjiao Li},
title = {Semi-supervised Multi-task Learning with Auxiliary data},
journal = {Inf. Sci.},
volume = {626},
pages = {626--639},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.02.091},
doi = {10.1016/J.INS.2023.02.091},
timestamp = {Thu, 30 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuCXWLHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/0002PXZSLZH23,
author = {Bo Liu and
Tiantian Peng and
Yanshan Xiao and
Shilei Zhao and
Peng Sun and
Xiaokai Li and
Zhiyu Zheng and
Yongsheng Huang},
title = {Self-paced multi-view positive and unlabeled graph learning with auxiliary
information},
journal = {Inf. Sci.},
volume = {642},
pages = {119146},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119146},
doi = {10.1016/J.INS.2023.119146},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/0002PXZSLZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/XiaoZLCH23,
author = {Yanshan Xiao and
Liangwang Zhang and
Bo Liu and
Ruichu Cai and
Zhifeng Hao},
title = {Multi-task ordinal regression with labeled and unlabeled data},
journal = {Inf. Sci.},
volume = {649},
pages = {119669},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119669},
doi = {10.1016/J.INS.2023.119669},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/XiaoZLCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/XuLX23,
author = {Jian Xu and
Bo Liu and
Yanshan Xiao},
title = {A Variational Inference Method for Few-Shot Learning},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {33},
number = {1},
pages = {269--282},
year = {2023},
url = {https://doi.org/10.1109/TCSVT.2022.3199496},
doi = {10.1109/TCSVT.2022.3199496},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcsv/XuLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuCZX23,
author = {Bo Liu and
Zhiyong Che and
Haowen Zhong and
Yanshan Xiao},
title = {A Ranking Based Multi-View Method for Positive and Unlabeled Graph
Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {3},
pages = {2220--2230},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3119626},
doi = {10.1109/TKDE.2021.3119626},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuCZX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LiuLX22,
author = {Bo Liu and
Qian Liu and
Yanshan Xiao},
title = {A new method for positive and unlabeled learning with privileged information},
journal = {Appl. Intell.},
volume = {52},
number = {3},
pages = {2465--2479},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02528-7},
doi = {10.1007/S10489-021-02528-7},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/LiuLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LiuCSX22,
author = {Bo Liu and
Zhiyong Che and
Kejian Song and
Yanshan Xiao},
title = {Learn structured analysis discriminative dictionary for multi-label
classification},
journal = {Appl. Intell.},
volume = {52},
number = {3},
pages = {3175--3192},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02601-1},
doi = {10.1007/S10489-021-02601-1},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/LiuCSX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ZhongXLZK22,
author = {Guangzheng Zhong and
Yanshan Xiao and
Bo Liu and
Liang Zhao and
Xiangjun Kong},
title = {Pinball loss support vector data description for outlier detection},
journal = {Appl. Intell.},
volume = {52},
number = {14},
pages = {16940--16961},
year = {2022},
url = {https://doi.org/10.1007/s10489-022-03237-5},
doi = {10.1007/S10489-022-03237-5},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ZhongXLZK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhaoXLH22,
author = {Liang Zhao and
Yanshan Xiao and
Bo Liu and
Zhifeng Hao},
title = {Multi-view partial label machine},
journal = {Inf. Sci.},
volume = {586},
pages = {310--325},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.11.070},
doi = {10.1016/J.INS.2021.11.070},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ZhaoXLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/XiaoLLZKAA22,
author = {Yanshan Xiao and
Xi Li and
Bo Liu and
Liang Zhao and
Xiangjun Kong and
Adi Alhudhaif and
Fayadh Alenezi},
title = {Multi-view support vector ordinal regression with data uncertainty},
journal = {Inf. Sci.},
volume = {589},
pages = {516--530},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.12.128},
doi = {10.1016/J.INS.2021.12.128},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/XiaoLLZKAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuLXLCL22,
author = {Bo Liu and
Laiwang Liu and
Yanshan Xiao and
Changdong Liu and
Xiaodong Chen and
Weibin Li},
title = {AdaBoost-based transfer learning with privileged information},
journal = {Inf. Sci.},
volume = {593},
pages = {216--232},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.02.008},
doi = {10.1016/J.INS.2022.02.008},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuLXLCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CheLXL22,
author = {Zhiyong Che and
Bo Liu and
Yanshan Xiao and
Luyue Lin},
title = {Dictionary-based transfer learning with Universum data},
journal = {Inf. Sci.},
volume = {599},
pages = {64--83},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.03.059},
doi = {10.1016/J.INS.2022.03.059},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CheLXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhaoXWLK22,
author = {Liang Zhao and
Yanshan Xiao and
Kairun Wen and
Bo Liu and
Xiangjun Kong},
title = {Multi-task manifold learning for partial label learning},
journal = {Inf. Sci.},
volume = {602},
pages = {351--365},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.04.044},
doi = {10.1016/J.INS.2022.04.044},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhaoXWLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuLXCWHL22,
author = {Bo Liu and
Junrui Liu and
Yanshan Xiao and
Qihang Chen and
Kai Wang and
Ruiguang Huang and
Liangjiao Li},
title = {A new self-paced learning method for privilege-based positive and
unlabeled learning},
journal = {Inf. Sci.},
volume = {609},
pages = {996--1009},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.07.143},
doi = {10.1016/J.INS.2022.07.143},
timestamp = {Fri, 16 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LiuLXCWHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuHXLWLC22,
author = {Bo Liu and
Ruiguang Huang and
Yanshan Xiao and
Junrui Liu and
Kai Wang and
Liangjiao Li and
Qihang Chen},
title = {Adaptive robust Adaboost-based twin support vector machine with universum
data},
journal = {Inf. Sci.},
volume = {609},
pages = {1334--1352},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.07.155},
doi = {10.1016/J.INS.2022.07.155},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuHXLWLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/0002LXLLC22,
author = {Bo Liu and
Changdong Liu and
Yanshan Xiao and
Laiwang Liu and
Weibin Li and
Xiaodong Chen},
title = {AdaBoost-based transfer learning method for positive and unlabelled
learning problem},
journal = {Knowl. Based Syst.},
volume = {241},
pages = {108162},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108162},
doi = {10.1016/J.KNOSYS.2022.108162},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/0002LXLLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/RuanXHL22,
author = {Yibang Ruan and
Yanshan Xiao and
Zhifeng Hao and
Bo Liu},
title = {A convex multi-class model via distance metric learning based class-to-instance
confidence},
journal = {Knowl. Based Syst.},
volume = {258},
pages = {109791},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.109791},
doi = {10.1016/J.KNOSYS.2022.109791},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/RuanXHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/XiaoLL22,
author = {Yanshan Xiao and
Fei Liang and
Bo Liu},
title = {A Transfer Learning-Based Multi-Instance Learning Method With Weak
Labels},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {1},
pages = {287--300},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.2973450},
doi = {10.1109/TCYB.2020.2973450},
timestamp = {Fri, 06 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/XiaoLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LinLZX22,
author = {Luyue Lin and
Bo Liu and
Xin Zheng and
Yanshan Xiao},
title = {An Efficient Image Categorization Method With Insufficient Training
Samples},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {5},
pages = {3244--3260},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.3011165},
doi = {10.1109/TCYB.2020.3011165},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/LinLZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinZLCX22,
author = {Luyue Lin and
Xin Zheng and
Bo Liu and
Wei Chen and
Yanshan Xiao},
title = {A Latent Variable Augmentation Method for Image Categorization with
Insufficient Training Samples},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {1},
pages = {3:1--3:35},
year = {2022},
url = {https://doi.org/10.1145/3451165},
doi = {10.1145/3451165},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LinZLCX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuZX22,
author = {Bo Liu and
Haowen Zhong and
Yanshan Xiao},
title = {New Multi-View Classification Method with Uncertain Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {1},
pages = {19:1--19:23},
year = {2022},
url = {https://doi.org/10.1145/3458282},
doi = {10.1145/3458282},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/RuanXHL22,
author = {Yibang Ruan and
Yanshan Xiao and
Zhifeng Hao and
Bo Liu},
title = {A Convex Model for Support Vector Distance Metric Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {8},
pages = {3533--3546},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3053266},
doi = {10.1109/TNNLS.2021.3053266},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/RuanXHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csae/Xu0X22,
author = {Jian Xu and
Bo Liu and
Yanshan Xiao},
editor = {Ali Emrouznejad},
title = {A Separating Embedding Space Based Relation Network with {RGB} Modality
Only for Cloth-Changing Person Re-Identification},
booktitle = {The 6th International Conference on Computer Science and Application
Engineering, {CSAE} 2022, Virtual Event, China, October 21-23, 2022},
pages = {10:1--10:5},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3565387.3565397},
doi = {10.1145/3565387.3565397},
timestamp = {Fri, 16 Dec 2022 11:27:14 +0100},
biburl = {https://dblp.org/rec/conf/csae/Xu0X22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XiaoWL21,
author = {Yanshan Xiao and
Jing Wen and
Bo Liu},
title = {A new multi-task learning method with universum data},
journal = {Appl. Intell.},
volume = {51},
number = {6},
pages = {3421--3434},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-01954-3},
doi = {10.1007/S10489-020-01954-3},
timestamp = {Wed, 26 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XiaoWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XiaoFL21,
author = {Yanshan Xiao and
Junyao Feng and
Bo Liu},
title = {A new transductive learning method with universum data},
journal = {Appl. Intell.},
volume = {51},
number = {8},
pages = {5571--5583},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-02113-4},
doi = {10.1007/S10489-020-02113-4},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XiaoFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/Che0XC21,
author = {Zhiyong Che and
Bo Liu and
Yanshan Xiao and
Hao Cai},
title = {A new twin {SVM} method with dictionary learning},
journal = {Appl. Intell.},
volume = {51},
number = {10},
pages = {7245--7261},
year = {2021},
url = {https://doi.org/10.1007/s10489-021-02273-x},
doi = {10.1007/S10489-021-02273-X},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/Che0XC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LiuLX21,
author = {Bo Liu and
Zhijing Liu and
Yanshan Xiao},
title = {A new dictionary-based positive and unlabeled learning method},
journal = {Appl. Intell.},
volume = {51},
number = {12},
pages = {8850--8864},
year = {2021},
url = {https://doi.org/10.1007/s10489-021-02344-z},
doi = {10.1007/S10489-021-02344-Z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/LiuLX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/XieLX21,
author = {Haoxin Xie and
Bo Liu and
Yanshan Xiao},
title = {Transfer learning-based one-class dictionary learning for recommendation
data stream},
journal = {Inf. Sci.},
volume = {547},
pages = {526--538},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.08.091},
doi = {10.1016/J.INS.2020.08.091},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/XieLX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/RuanXHL21,
author = {Yibang Ruan and
Yanshan Xiao and
Zhifeng Hao and
Bo Liu},
title = {A nearest-neighbor search model for distance metric learning},
journal = {Inf. Sci.},
volume = {552},
pages = {261--277},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.11.054},
doi = {10.1016/J.INS.2020.11.054},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/RuanXHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CheLXC21,
author = {Zhiyong Che and
Bo Liu and
Yanshan Xiao and
Hao Cai},
title = {Twin support vector machines with privileged information},
journal = {Inf. Sci.},
volume = {573},
pages = {141--153},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.05.069},
doi = {10.1016/J.INS.2021.05.069},
timestamp = {Thu, 26 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CheLXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuCXLLL21,
author = {Bo Liu and
Xiaodong Chen and
Yanshan Xiao and
Weibin Li and
Laiwang Liu and
Changdong Liu},
title = {An efficient dictionary-based multi-view learning method},
journal = {Inf. Sci.},
volume = {576},
pages = {157--172},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.06.069},
doi = {10.1016/J.INS.2021.06.069},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuCXLLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuXX21,
author = {Bo Liu and
Haoxin Xie and
Yanshan Xiao},
title = {Multi-task analysis discriminative dictionary learning for one-class
learning},
journal = {Knowl. Based Syst.},
volume = {227},
pages = {107195},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107195},
doi = {10.1016/J.KNOSYS.2021.107195},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiuXX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csae/Che0X21,
author = {Zhiyong Che and
Bo Liu and
Yanshan Xiao},
editor = {Ali Emrouznejad and
Jui{-}Sheng Rayson Chou},
title = {A Dictionary-Based Method for Classification with Universum Data},
booktitle = {{CSAE} 2021: The 5th International Conference on Computer Science
and Application Engineering, Sanya, China, October 19 - 21, 2021},
pages = {40:1--40:6},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3487075.3487115},
doi = {10.1145/3487075.3487115},
timestamp = {Thu, 16 Dec 2021 10:16:15 +0100},
biburl = {https://dblp.org/rec/conf/csae/Che0X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LinLX20,
author = {Luyue Lin and
Bo Liu and
Yanshan Xiao},
title = {{COB} method with online learning for object tracking},
journal = {Neurocomputing},
volume = {393},
pages = {142--155},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.01.116},
doi = {10.1016/J.NEUCOM.2019.01.116},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LinLX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/XiaoYL20,
author = {Yanshan Xiao and
Xiaozhou Yang and
Bo Liu},
title = {A new self-paced method for multiple instance boosting learning},
journal = {Inf. Sci.},
volume = {515},
pages = {80--90},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2019.12.015},
doi = {10.1016/J.INS.2019.12.015},
timestamp = {Fri, 07 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/XiaoYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CaiLXL20,
author = {Hao Cai and
Bo Liu and
Yanshan Xiao and
Luyue Lin},
title = {Semi-Supervised Multi-view clustering based on orthonormality-constrained
nonnegative matrix factorization},
journal = {Inf. Sci.},
volume = {536},
pages = {171--184},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2020.05.073},
doi = {10.1016/J.INS.2020.05.073},
timestamp = {Sat, 08 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CaiLXL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/XiaoWL20,
author = {Yanshan Xiao and
HuaiPei Wang and
Bo Liu},
title = {A new transfer learning-based method for label proportions problem},
journal = {Inf. Sci.},
volume = {541},
pages = {391--408},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2020.05.104},
doi = {10.1016/J.INS.2020.05.104},
timestamp = {Mon, 21 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/XiaoWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XiaoCL20,
author = {Yanshan Xiao and
Zheng Chang and
Bo Liu},
title = {An efficient active learning method for multi-task learning},
journal = {Knowl. Based Syst.},
volume = {190},
pages = {105137},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105137},
doi = {10.1016/J.KNOSYS.2019.105137},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/XiaoCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhengLLXX20,
author = {Xin Zheng and
Luyue Lin and
Bo Liu and
Yanshan Xiao and
Xiaoming Xiong},
title = {A multi-task transfer learning method with dictionary learning},
journal = {Knowl. Based Syst.},
volume = {191},
pages = {105233},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105233},
doi = {10.1016/J.KNOSYS.2019.105233},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ZhengLLXX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XiaoYL20,
author = {Yanshan Xiao and
Zijian Yin and
Bo Liu},
title = {A similarity-based two-view multiple instance learning method for
classification},
journal = {Knowl. Based Syst.},
volume = {201-202},
pages = {105661},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.105661},
doi = {10.1016/J.KNOSYS.2020.105661},
timestamp = {Wed, 05 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/XiaoYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LinLZXLC20,
author = {Luyue Lin and
Bo Liu and
Xin Zheng and
Yanshan Xiao and
Zhijing Liu and
Hao Cai},
title = {An efficient multi-label learning method with label projection},
journal = {Knowl. Based Syst.},
volume = {207},
pages = {106298},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.106298},
doi = {10.1016/J.KNOSYS.2020.106298},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LinLZXLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icarcv/LinLLX20,
author = {Luyue Lin and
Dacai Liu and
Bo Liu and
Yanshan Xiao},
title = {A Latent Variables Augmentation Method Based on Adversarial Training
for Image Categorization with Insufficient Training Samples},
booktitle = {16th International Conference on Control, Automation, Robotics and
Vision, {ICARCV} 2020, Shenzhen, China, December 13-15, 2020},
pages = {969--975},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICARCV50220.2020.9305470},
doi = {10.1109/ICARCV50220.2020.9305470},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icarcv/LinLLX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/CaiLXL19,
author = {Hao Cai and
Bo Liu and
Yanshan Xiao and
Luyue Lin},
title = {Semi-supervised multi-view clustering based on constrained nonnegative
matrix factorization},
journal = {Knowl. Based Syst.},
volume = {182},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.06.006},
doi = {10.1016/J.KNOSYS.2019.06.006},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/CaiLXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csae/CaiLXLZC19,
author = {Hao Cai and
Bo Liu and
Yanshan Xiao and
Luyue Lin and
Sujuan Zhou and
Zhiyong Che},
editor = {Ali Emrouznejad and
Zeshui Xu},
title = {Simultaneously Learning Adaptive Neighbors and Clustering Label via
Semi-Supervised {NMF}},
booktitle = {Proceedings of the 3rd International Conference on Computer Science
and Application Engineering, {CSAE} 2019, Sanya, China, October 22-24,
2019},
pages = {15:1--15:6},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331453.3361650},
doi = {10.1145/3331453.3361650},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csae/CaiLXLZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06603,
author = {Yanshan Xiao and
HuaiPei Wang and
Bo Liu},
title = {Transfer Learning-Based Label Proportions Method with Data of Uncertainty},
journal = {CoRR},
volume = {abs/1908.06603},
year = {2019},
url = {http://arxiv.org/abs/1908.06603},
eprinttype = {arXiv},
eprint = {1908.06603},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HaoRXL18,
author = {Zhifeng Hao and
Yibang Ruan and
Yanshan Xiao and
Bo Liu},
title = {A multi-task-based classification framework for multi-instance distance
metric learning},
journal = {Neurocomputing},
volume = {275},
pages = {418--429},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.09.011},
doi = {10.1016/J.NEUCOM.2017.09.011},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HaoRXL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuXH18,
author = {Bo Liu and
Yanshan Xiao and
Zhifeng Hao},
title = {A Selective Multiple Instance Transfer Learning Method for Text Categorization
Problems},
journal = {Knowl. Based Syst.},
volume = {141},
pages = {178--187},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2017.11.019},
doi = {10.1016/J.KNOSYS.2017.11.019},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LiuXH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XiaoLH18,
author = {Yanshan Xiao and
Bo Liu and
Zhifeng Hao},
title = {Multiple-Instance Ordinal Regression},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {9},
pages = {4398--4413},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2766164},
doi = {10.1109/TNNLS.2017.2766164},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/XiaoLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XiaoLYH17,
author = {Yanshan Xiao and
Bo Liu and
Jie Yin and
Zhifeng Hao},
title = {A multiple-instance stream learning framework for adaptive document
categorization},
journal = {Knowl. Based Syst.},
volume = {120},
pages = {198--210},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.01.001},
doi = {10.1016/J.KNOSYS.2017.01.001},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/XiaoLYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuXC17,
author = {Bo Liu and
Yanshan Xiao and
Longbing Cao},
title = {SVM-based multi-state-mapping approach for multi-class classification},
journal = {Knowl. Based Syst.},
volume = {129},
pages = {79--96},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.05.011},
doi = {10.1016/J.KNOSYS.2017.05.011},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LiuXC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/XiaoLH17,
author = {Yanshan Xiao and
Bo Liu and
Zhifeng Hao},
title = {A Sphere-Description-Based Approach for Multiple-Instance Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {2},
pages = {242--257},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2016.2539952},
doi = {10.1109/TPAMI.2016.2539952},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/XiaoLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cse/Ding0X17,
author = {WuYang Ding and
Bo Liu and
Yanshan Xiao},
title = {Real-Time Face Recognition Based on Sparse Illumination Learning},
booktitle = {2017 {IEEE} International Conference on Computational Science and
Engineering, {CSE} 2017, and {IEEE} International Conference on Embedded
and Ubiquitous Computing, {EUC} 2017, Guangzhou, China, July 21-24,
2017, Volume 1},
pages = {272--277},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CSE-EUC.2017.56},
doi = {10.1109/CSE-EUC.2017.56},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cse/Ding0X17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cse/HeLX17,
author = {Wei He and
Bo Liu and
Yanshan Xiao},
title = {Multi-View Action Recognition Method Based on Regularized Extreme
Learning Machine},
booktitle = {2017 {IEEE} International Conference on Computational Science and
Engineering, {CSE} 2017, and {IEEE} International Conference on Embedded
and Ubiquitous Computing, {EUC} 2017, Guangzhou, China, July 21-24,
2017, Volume 1},
pages = {854--857},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CSE-EUC.2017.171},
doi = {10.1109/CSE-EUC.2017.171},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cse/HeLX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/Lin0X17,
author = {Luyue Lin and
Bo Liu and
Yanshan Xiao},
editor = {Yong Liu and
Liang Zhao and
Guoyong Cai and
Guoqing Xiao and
Kenli Li and
Lipo Wang},
title = {An object tracking method based on {CNN} and optical flow},
booktitle = {13th International Conference on Natural Computation, Fuzzy Systems
and Knowledge Discovery, {ICNC-FSKD} 2017, Guilin, China, July 29-31,
2017},
pages = {24--31},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FSKD.2017.8393149},
doi = {10.1109/FSKD.2017.8393149},
timestamp = {Mon, 08 Mar 2021 17:45:50 +0100},
biburl = {https://dblp.org/rec/conf/icnc/Lin0X17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/LiLX17,
author = {Zibin Li and
Bo Liu and
Yanshan Xiao},
editor = {Yong Liu and
Liang Zhao and
Guoyong Cai and
Guoqing Xiao and
Kenli Li and
Lipo Wang},
title = {Cluster and dynamic-TrAdaBoost-based transfer learning for text classification},
booktitle = {13th International Conference on Natural Computation, Fuzzy Systems
and Knowledge Discovery, {ICNC-FSKD} 2017, Guilin, China, July 29-31,
2017},
pages = {2291--2295},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FSKD.2017.8393128},
doi = {10.1109/FSKD.2017.8393128},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnc/LiLX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/LuLX17,
author = {Guanghui Lu and
Bo Liu and
Yanshan Xiao},
editor = {Yong Liu and
Liang Zhao and
Guoyong Cai and
Guoqing Xiao and
Kenli Li and
Lipo Wang},
title = {Cross-angle behavior recognition via supervised dictionary learning},
booktitle = {13th International Conference on Natural Computation, Fuzzy Systems
and Knowledge Discovery, {ICNC-FSKD} 2017, Guilin, China, July 29-31,
2017},
pages = {2296--2300},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FSKD.2017.8393129},
doi = {10.1109/FSKD.2017.8393129},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnc/LuLX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XiaoLH16,
author = {Yanshan Xiao and
Bo Liu and
Zhifeng Hao},
title = {A Maximum Margin Approach for Semisupervised Ordinal Regression Clustering},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {5},
pages = {1003--1019},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2434960},
doi = {10.1109/TNNLS.2015.2434960},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/XiaoLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/XiaoLYH15,
author = {Yanshan Xiao and
Bo Liu and
Philip S. Yu and
Zhifeng Hao},
title = {A robust one-class transfer learning method with uncertain data},
journal = {Knowl. Inf. Syst.},
volume = {44},
number = {2},
pages = {407--438},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0765-8},
doi = {10.1007/S10115-014-0765-8},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/XiaoLYH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XiaoLHC14,
author = {Yanshan Xiao and
Bo Liu and
Zhifeng Hao and
Longbing Cao},
title = {A K-Farthest-Neighbor-based approach for support vector data description},
journal = {Appl. Intell.},
volume = {41},
number = {1},
pages = {196--211},
year = {2014},
url = {https://doi.org/10.1007/s10489-013-0502-0},
doi = {10.1007/S10489-013-0502-0},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XiaoLHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiuXYHC14,
author = {Bo Liu and
Yanshan Xiao and
Philip S. Yu and
Zhifeng Hao and
Longbing Cao},
title = {An efficient orientation distance-based discriminative feature extraction
method for multi-classification},
journal = {Knowl. Inf. Syst.},
volume = {39},
number = {2},
pages = {409--433},
year = {2014},
url = {https://doi.org/10.1007/s10115-013-0613-2},
doi = {10.1007/S10115-013-0613-2},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiuXYHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/XiaoLHC14,
author = {Yanshan Xiao and
Bo Liu and
Zhifeng Hao and
Longbing Cao},
title = {A Similarity-Based Classification Framework for Multiple-Instance
Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {44},
number = {4},
pages = {500--515},
year = {2014},
url = {https://doi.org/10.1109/TCYB.2013.2257749},
doi = {10.1109/TCYB.2013.2257749},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/XiaoLHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuXYCZH14,
author = {Bo Liu and
Yanshan Xiao and
Philip S. Yu and
Longbing Cao and
Yun Zhang and
Zhifeng Hao},
title = {Uncertain One-Class Learning and Concept Summarization Learning on
Uncertain Data Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {2},
pages = {468--484},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2012.235},
doi = {10.1109/TKDE.2012.235},
timestamp = {Sat, 25 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuXYCZH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuXYHC14,
author = {Bo Liu and
Yanshan Xiao and
Philip S. Yu and
Zhifeng Hao and
Longbing Cao},
title = {An Efficient Approach for Outlier Detection with Imperfect Data Labels},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {7},
pages = {1602--1616},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.108},
doi = {10.1109/TKDE.2013.108},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuXYHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiuXCHD13,
author = {Bo Liu and
Yanshan Xiao and
Longbing Cao and
Zhifeng Hao and
Feiqi Deng},
title = {SVDD-based outlier detection on uncertain data},
journal = {Knowl. Inf. Syst.},
volume = {34},
number = {3},
pages = {597--618},
year = {2013},
url = {https://doi.org/10.1007/s10115-012-0484-y},
doi = {10.1007/S10115-012-0484-Y},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiuXCHD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuYXH13,
author = {Bo Liu and
Philip S. Yu and
Yanshan Xiao and
Zhifeng Hao},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {One-Class Transfer Learning with Uncertain Data},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {471--483},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_39},
doi = {10.1007/978-3-642-37453-1\_39},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiuYXH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HaoLXY13,
author = {Zhifeng Hao and
Bo Liu and
Yanshan Xiao and
Philip S. Yu},
title = {{MODS:} Multiple One-class Data Streams Learning from Homogeneous
Data},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {722--730},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.80},
doi = {10.1137/1.9781611972832.80},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HaoLXY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaoHLXY13,
author = {Longbing Cao and
Zhifeng Hao and
Bo Liu and
Yanshan Xiao and
Philip S. Yu},
title = {Robust Textual Data Streams Mining Based on Continuous Transfer Learning},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {731--739},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.81},
doi = {10.1137/1.9781611972832.81},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/CaoHLXY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XiaoLYCZH11,
author = {Yanshan Xiao and
Bo Liu and
Jie Yin and
Longbing Cao and
Chengqi Zhang and
Zhifeng Hao},
editor = {Toby Walsh},
title = {Similarity-Based Approach for Positive and Unlabeled Learning},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1577--1582},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-265},
doi = {10.5591/978-1-57735-516-8/IJCAI11-265},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/XiaoLYCZH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuXCY11,
author = {Bo Liu and
Yanshan Xiao and
Longbing Cao and
Philip S. Yu},
title = {One-Class-Based Uncertain Data Stream Learning},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {992--1003},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.85},
doi = {10.1137/1.9781611972818.85},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuXCY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijiids/XiaoLLCDH10,
author = {Yanshan Xiao and
Bo Liu and
Dan Luo and
Longbing Cao and
Feiqi Deng and
Zhifeng Hao},
title = {Multi-agent system for customer relationship management with SVMs
tool},
journal = {Int. J. Intell. Inf. Database Syst.},
volume = {4},
number = {2},
pages = {121--136},
year = {2010},
url = {https://doi.org/10.1504/IJIIDS.2010.032438},
doi = {10.1504/IJIIDS.2010.032438},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijiids/XiaoLLCDH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuXCY10,
author = {Bo Liu and
Yanshan Xiao and
Longbing Cao and
Philip S. Yu},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Orientation distance-based discriminative feature extraction for multi-class
classification},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {909--918},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871553},
doi = {10.1145/1871437.1871553},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuXCY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XiaoLC10,
author = {Yanshan Xiao and
Bo Liu and
Longbing Cao},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {K-farthest-neighbors-based concept boundary determination for support
vector data description},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {1701--1704},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871708},
doi = {10.1145/1871437.1871708},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/XiaoLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuYXCY10,
author = {Bo Liu and
Jie Yin and
Yanshan Xiao and
Longbing Cao and
Philip S. Yu},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Exploiting Local Data Uncertainty to Boost Global Outlier Detection},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {304--313},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.10},
doi = {10.1109/ICDM.2010.10},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuYXCY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaoLCYW10,
author = {Yanshan Xiao and
Bo Liu and
Longbing Cao and
Jie Yin and
Xindong Wu},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{SMILE:} {A} Similarity-Based Approach for Multiple Instance Learning},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {589--598},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.126},
doi = {10.1109/ICDM.2010.126},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaoLCYW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuXCY10,
author = {Bo Liu and
Yanshan Xiao and
Longbing Cao and
Philip S. Yu},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Vote-Based {LELC} for Positive and Unlabeled Textual Data Streams},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {951--958},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.201},
doi = {10.1109/ICDMW.2010.201},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuXCY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaoLCWZHYC09,
author = {Yanshan Xiao and
Bo Liu and
Longbing Cao and
Xindong Wu and
Chengqi Zhang and
Zhifeng Hao and
Fengzhao Yang and
Jie Cao},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Multi-sphere Support Vector Data Description for Outliers Detection
on Multi-distribution Data},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {82--87},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.87},
doi = {10.1109/ICDMW.2009.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaoLCWZHYC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijiids/XiaoLC08,
author = {Yanshan Xiao and
Bo Liu and
Longbing Cao},
title = {A Chinese question classification using one-vs-one method as a learning
tool},
journal = {Int. J. Intell. Inf. Database Syst.},
volume = {2},
number = {4},
pages = {446--459},
year = {2008},
url = {https://doi.org/10.1504/IJIIDS.2008.021447},
doi = {10.1504/IJIIDS.2008.021447},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijiids/XiaoLC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/XiaoDLLLL08,
author = {Yanshan Xiao and
Feiqi Deng and
Bo Liu and
Shouqiang Liu and
Dan Luo and
Guohua Liang},
title = {A Learning Process Using SVMs for Multi-agents Decision Classification},
booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on
Web Intelligence and International Conference on Intelligent Agent
Technology - Workshops, 9-12 December 2008, Sydney, NSW, Australia},
pages = {583--586},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.430},
doi = {10.1109/WIIAT.2008.430},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/XiaoDLLLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/XiaoLLC08,
author = {Yanshan Xiao and
Bo Liu and
Dan Luo and
Longbing Cao},
editor = {Ngoc Thanh Nguyen and
GeunSik Jo and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Multi-agent System for Custom Relationship Management with SVMs Tool},
booktitle = {Agent and Multi-Agent Systems: Technologies and Applications, Second
{KES} International Symposium, {KES-AMSTA} 2008, Incheon, Korea, March
26-28, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4953},
pages = {333--340},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78582-8\_34},
doi = {10.1007/978-3-540-78582-8\_34},
timestamp = {Thu, 16 Mar 2023 20:00:31 +0100},
biburl = {https://dblp.org/rec/conf/kesamsta/XiaoLLC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/CaoLXZ08,
author = {Longbing Cao and
Dan Luo and
Yanshan Xiao and
Zhigang Zheng},
editor = {Ngoc Thanh Nguyen and
GeunSik Jo and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Agent Collaboration for Multiple Trading Strategy Integration},
booktitle = {Agent and Multi-Agent Systems: Technologies and Applications, Second
{KES} International Symposium, {KES-AMSTA} 2008, Incheon, Korea, March
26-28, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4953},
pages = {361--370},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78582-8\_37},
doi = {10.1007/978-3-540-78582-8\_37},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kesamsta/CaoLXZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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