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ORCIDBibTeX records: Yitian Xu
@article{DBLP:journals/apin/WangLZJX25,
author = {Hongmei Wang and
Ping Li and
Yuyan Zheng and
Kun Jiang and
Yitian Xu},
title = {Sparse pinball Universum nonparallel support vector machine and its
safe screening rule},
journal = {Appl. Intell.},
volume = {55},
number = {6},
pages = {563},
year = {2025},
url = {https://doi.org/10.1007/s10489-025-06356-x},
doi = {10.1007/S10489-025-06356-X},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/WangLZJX25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZhangXL25,
author = {Xuan Zhang and
Yitian Xu and
Xuhua Liu},
title = {Multiple instance learning with noisy labels based on symmetry loss},
journal = {Appl. Soft Comput.},
volume = {171},
pages = {112795},
year = {2025},
url = {https://doi.org/10.1016/j.asoc.2025.112795},
doi = {10.1016/J.ASOC.2025.112795},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ZhangXL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/NieXZY25,
author = {Zidong Nie and
Yitian Xu and
Jie Zhao and
Min Yuan},
title = {Fire classification and detection in imbalanced remote sensing images
using a three-sphere model combined with YOLOv5},
journal = {Appl. Soft Comput.},
volume = {177},
pages = {113192},
year = {2025},
url = {https://doi.org/10.1016/j.asoc.2025.113192},
doi = {10.1016/J.ASOC.2025.113192},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/NieXZY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZhaoLXY25,
author = {Jie Zhao and
Xiao Li and
Yitian Xu and
Min Yuan},
title = {Multi-view anchor graph regularization induced unbiased learning for
positive and unlabeled problem},
journal = {Appl. Soft Comput.},
volume = {180},
pages = {113287},
year = {2025},
url = {https://doi.org/10.1016/j.asoc.2025.113287},
doi = {10.1016/J.ASOC.2025.113287},
timestamp = {Sun, 06 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ZhaoLXY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/YuanXZ25,
author = {Min Yuan and
Yitian Xu and
Jie Zhao},
title = {Multi-instance learning in the presence of positive and unlabeled
bags},
journal = {Expert Syst. Appl.},
volume = {261},
pages = {125551},
year = {2025},
url = {https://doi.org/10.1016/j.eswa.2024.125551},
doi = {10.1016/J.ESWA.2024.125551},
timestamp = {Wed, 06 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/YuanXZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChenX25,
author = {Haotian Chen and
Yitian Xu},
title = {Subspace screening rule for low-rank tensor completion with tensor
nuclear norm},
journal = {Neurocomputing},
volume = {624},
pages = {129474},
year = {2025},
url = {https://doi.org/10.1016/j.neucom.2025.129474},
doi = {10.1016/J.NEUCOM.2025.129474},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ChenX25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhaoX25,
author = {Jie Zhao and
Yitian Xu},
title = {Dynamic label relaxation induced discriminative regression for multi-view
multi-label classification},
journal = {Knowl. Based Syst.},
volume = {325},
pages = {113951},
year = {2025},
url = {https://doi.org/10.1016/j.knosys.2025.113951},
doi = {10.1016/J.KNOSYS.2025.113951},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhaoX25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/YangXL25,
author = {Hang Yang and
Yitian Xu and
Xuhua Liu},
title = {DKiS: Decay weight invertible image steganography with private key},
journal = {Neural Networks},
volume = {185},
pages = {107148},
year = {2025},
url = {https://doi.org/10.1016/j.neunet.2025.107148},
doi = {10.1016/J.NEUNET.2025.107148},
timestamp = {Fri, 14 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/YangXL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LiWX25,
author = {Xiao Li and
Hongmei Wang and
Yitian Xu},
title = {Safe and accelerated screening framework for support tensor machines},
journal = {Neural Networks},
volume = {188},
pages = {107458},
year = {2025},
url = {https://doi.org/10.1016/j.neunet.2025.107458},
doi = {10.1016/J.NEUNET.2025.107458},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LiWX25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiuX25,
author = {Ruijie Liu and
Yitian Xu},
title = {Non-conservative screening rule for sparse tensor regression},
journal = {Pattern Recognit.},
volume = {162},
pages = {111405},
year = {2025},
url = {https://doi.org/10.1016/j.patcog.2025.111405},
doi = {10.1016/J.PATCOG.2025.111405},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LiuX25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/LiX24,
author = {Huiyi Li and
Yitian Xu},
title = {Support matrix machine with truncated pinball loss for classification},
journal = {Appl. Soft Comput.},
volume = {154},
pages = {111311},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2024.111311},
doi = {10.1016/J.ASOC.2024.111311},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/LiX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LiuWWX24,
author = {Zongmin Liu and
Ziyi Wang and
Ting Wang and
Yitian Xu},
title = {Multi-task label noise learning for classification},
journal = {Eng. Appl. Artif. Intell.},
volume = {130},
pages = {107714},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2023.107714},
doi = {10.1016/J.ENGAPPAI.2023.107714},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/LiuWWX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/YangXLM24,
author = {Hang Yang and
Yitian Xu and
Xuhua Liu and
Xiaodong Ma},
title = {{PRIS:} Practical robust invertible network for image steganography},
journal = {Eng. Appl. Artif. Intell.},
volume = {133},
pages = {108419},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2024.108419},
doi = {10.1016/J.ENGAPPAI.2024.108419},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/YangXLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuX24,
author = {Ruonan Liu and
Yitian Xu},
title = {A log-based non-convex relaxation regularized regression for robust
face recognition},
journal = {Inf. Sci.},
volume = {667},
pages = {120470},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.120470},
doi = {10.1016/J.INS.2024.120470},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SuX24,
author = {Xinpei Su and
Yitian Xu},
title = {Imbalanced and missing multi-label data learning with global and local
structure},
journal = {Inf. Sci.},
volume = {677},
pages = {120910},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.120910},
doi = {10.1016/J.INS.2024.120910},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/SuX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WangX24,
author = {Ziyi Wang and
Yitian Xu},
title = {A two-stage multi-view partial multi-label learning for enhanced disambiguation},
journal = {Knowl. Based Syst.},
volume = {293},
pages = {111680},
year = {2024},
url = {https://doi.org/10.1016/j.knosys.2024.111680},
doi = {10.1016/J.KNOSYS.2024.111680},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/WangX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/PangXX24,
author = {Xinying Pang and
Chang Xu and
Yitian Xu},
title = {{MTKSVCR:} {A} novel multi-task multi-class support vector machine
with safe acceleration rule},
journal = {Neural Networks},
volume = {175},
pages = {106317},
year = {2024},
url = {https://doi.org/10.1016/j.neunet.2024.106317},
doi = {10.1016/J.NEUNET.2024.106317},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/PangXX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/WangJLX24,
author = {Hongmei Wang and
Kun Jiang and
Xiao Li and
Yitian Xu},
title = {Sequential safe static and dynamic screening rule for accelerating
support tensor machine},
journal = {Neural Networks},
volume = {178},
pages = {106407},
year = {2024},
url = {https://doi.org/10.1016/j.neunet.2024.106407},
doi = {10.1016/J.NEUNET.2024.106407},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/WangJLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangXL24,
author = {Xuan Zhang and
Yitian Xu and
Xuhua Liu},
title = {Multiple instance learning from similarity-confidence bags},
journal = {Pattern Recognit.},
volume = {146},
pages = {109984},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2023.109984},
doi = {10.1016/J.PATCOG.2023.109984},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangXL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YangCZXSZ24,
author = {Zhiji Yang and
Wanyi Chen and
Huan Zhang and
Yitian Xu and
Lei Shi and
Jianhua Zhao},
title = {A safe screening rule with bi-level optimization of {\(\nu\)} support
vector machine},
journal = {Pattern Recognit.},
volume = {155},
pages = {110644},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2024.110644},
doi = {10.1016/J.PATCOG.2024.110644},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/YangCZXSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhaoX24,
author = {Jie Zhao and
Yitian Xu},
title = {Multiview Structural Large Margin Classifier and its Safe Acceleration
Strategy},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {11},
pages = {15944--15955},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3290540},
doi = {10.1109/TNNLS.2023.3290540},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ZhaoX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01769,
author = {Zhiji Yang and
Wanyi Chen and
Huan Zhang and
Yitian Xu and
Lei Shi and
Jianhua Zhao},
title = {A Safe Screening Rule with Bi-level Optimization of {\(\nu\)} Support
Vector Machine},
journal = {CoRR},
volume = {abs/2403.01769},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01769},
doi = {10.48550/ARXIV.2403.01769},
eprinttype = {arXiv},
eprint = {2403.01769},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/WangXL23,
author = {Ting Wang and
Yitian Xu and
Xuhua Liu},
title = {Multi-task twin spheres support vector machine with maximum margin
for imbalanced data classification},
journal = {Appl. Intell.},
volume = {53},
number = {3},
pages = {3318--3335},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03707-w},
doi = {10.1007/S10489-022-03707-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/WangXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/AnXL23,
author = {Ran An and
Yitian Xu and
Xuhua Liu},
title = {Multi-task twin bounded support vector machine and its safe screening
rule},
journal = {Appl. Soft Comput.},
volume = {138},
pages = {110188},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2023.110188},
doi = {10.1016/J.ASOC.2023.110188},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/AnXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/MaX23,
author = {Mengdan Ma and
Yitian Xu},
title = {A two-stage gap safe screening rule for multi-label optimal margin
distribution machine},
journal = {Eng. Appl. Artif. Intell.},
volume = {118},
pages = {105653},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2022.105653},
doi = {10.1016/J.ENGAPPAI.2022.105653},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/MaX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhongX23,
author = {Peiwei Zhong and
Yitian Xu},
title = {Subspace screening rule for multi-label estimator with sparsity-inducing
regularization},
journal = {Neurocomputing},
volume = {527},
pages = {143--154},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.01.030},
doi = {10.1016/J.NEUCOM.2023.01.030},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhongX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YuanX23,
author = {Min Yuan and
Yitian Xu},
title = {Feature screening strategy for non-convex sparse logistic regression
with log sum penalty},
journal = {Inf. Sci.},
volume = {624},
pages = {732--747},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2022.12.105},
doi = {10.1016/J.INS.2022.12.105},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/YuanX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PangX23,
author = {Xinying Pang and
Yitian Xu},
title = {A reconstructed feasible solution-based safe feature elimination rule
for expediting multi-task lasso},
journal = {Inf. Sci.},
volume = {642},
pages = {119142},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119142},
doi = {10.1016/J.INS.2023.119142},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/PangX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuZX23,
author = {Yinjie Liu and
Jie Zhao and
Yitian Xu},
title = {Robust and unbiased positive and unlabeled learning},
journal = {Knowl. Based Syst.},
volume = {277},
pages = {110819},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110819},
doi = {10.1016/J.KNOSYS.2023.110819},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiuZX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/YangWXL23,
author = {Hang Yang and
Liyang Wang and
Yitian Xu and
Xuhua Liu},
title = {CovidViT: a novel neural network with self-attention mechanism to
detect Covid-19 through X-ray images},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {14},
number = {3},
pages = {973--987},
year = {2023},
url = {https://doi.org/10.1007/s13042-022-01676-7},
doi = {10.1007/S13042-022-01676-7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/YangWXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/WangX23,
author = {Yahui Wang and
Yitian Xu},
title = {A non-convex robust small sphere and large margin support vector machine
for imbalanced data classification},
journal = {Neural Comput. Appl.},
volume = {35},
number = {4},
pages = {3245--3261},
year = {2023},
url = {https://doi.org/10.1007/s00521-022-07882-2},
doi = {10.1007/S00521-022-07882-2},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/WangX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WangX23,
author = {Xinye Wang and
Yitian Xu},
title = {Label Pair of Instances-Based Safe Screening for Multilabel Rank Support
Vector Machine},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {3},
pages = {1907--1919},
year = {2023},
url = {https://doi.org/10.1109/TSMC.2022.3207478},
doi = {10.1109/TSMC.2022.3207478},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/WangX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13620,
author = {Hang Yang and
Yitian Xu and
Xuhua Liu and
Xiaodong Ma},
title = {{PRIS:} Practical robust invertible network for image steganography},
journal = {CoRR},
volume = {abs/2309.13620},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13620},
doi = {10.48550/ARXIV.2309.13620},
eprinttype = {arXiv},
eprint = {2309.13620},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18243,
author = {Hang Yang and
Yitian Xu and
Xuhua Liu},
title = {DKiS: Decay weight invertible image steganography with private key},
journal = {CoRR},
volume = {abs/2311.18243},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18243},
doi = {10.48550/ARXIV.2311.18243},
eprinttype = {arXiv},
eprint = {2311.18243},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XiaoXZZ22,
author = {Xinshuang Xiao and
Yitian Xu and
Ying Zhang and
Peiwei Zhong},
title = {A novel self-weighted Lasso and its safe screening rule},
journal = {Appl. Intell.},
volume = {52},
number = {12},
pages = {14465--14477},
year = {2022},
url = {https://doi.org/10.1007/s10489-022-03316-7},
doi = {10.1007/S10489-022-03316-7},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XiaoXZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/LiuX22,
author = {Zongmin Liu and
Yitian Xu},
title = {Multi-task nonparallel support vector machine for classification},
journal = {Appl. Soft Comput.},
volume = {124},
pages = {109051},
year = {2022},
url = {https://doi.org/10.1016/j.asoc.2022.109051},
doi = {10.1016/J.ASOC.2022.109051},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/LiuX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/YuanX22,
author = {Min Yuan and
Yitian Xu},
title = {Instance elimination strategy for non-convex multiple-instance support
vector machine},
journal = {Appl. Soft Comput.},
volume = {129},
pages = {109564},
year = {2022},
url = {https://doi.org/10.1016/j.asoc.2022.109564},
doi = {10.1016/J.ASOC.2022.109564},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/YuanX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WangX22,
author = {Hongmei Wang and
Yitian Xu},
title = {A safe double screening strategy for elastic net support vector machine},
journal = {Inf. Sci.},
volume = {582},
pages = {382--397},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.09.026},
doi = {10.1016/J.INS.2021.09.026},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/WangX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PangZX22,
author = {Xinying Pang and
Ying Zhang and
Yitian Xu},
title = {A novel multi-task twin-hypersphere support vector machine for classification},
journal = {Inf. Sci.},
volume = {598},
pages = {37--56},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.03.067},
doi = {10.1016/J.INS.2022.03.067},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/PangZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/XieXMP22,
author = {Fan Xie and
Yitian Xu and
Mengdan Ma and
Xinying Pang},
title = {A safe acceleration method for multi-task twin support vector machine},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {13},
number = {6},
pages = {1713--1728},
year = {2022},
url = {https://doi.org/10.1007/s13042-021-01481-8},
doi = {10.1007/S13042-021-01481-8},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/XieXMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/FengX22,
author = {Renxiu Feng and
Yitian Xu},
title = {Support matrix machine with pinball loss for classification},
journal = {Neural Comput. Appl.},
volume = {34},
number = {21},
pages = {18643--18661},
year = {2022},
url = {https://doi.org/10.1007/s00521-022-07460-6},
doi = {10.1007/S00521-022-07460-6},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/FengX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/PangZX22,
author = {Xinying Pang and
Jiang Zhao and
Yitian Xu},
title = {A novel ramp loss-based multi-task twin support vector machine with
multi-parameter safe acceleration},
journal = {Neural Networks},
volume = {150},
pages = {194--212},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.03.006},
doi = {10.1016/J.NEUNET.2022.03.006},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/PangZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/WangJX22,
author = {Hongmei Wang and
Kun Jiang and
Yitian Xu},
title = {Sequential safe feature elimination rule for L1-regularized regression
with Kullback-Leibler divergence},
journal = {Neural Networks},
volume = {155},
pages = {523--535},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.09.008},
doi = {10.1016/J.NEUNET.2022.09.008},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/WangJX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/PanX22,
author = {Xianli Pan and
Yitian Xu},
title = {A Safe Feature Elimination Rule for {\textdollar}L{\_}\{1\}{\textdollar}L1-Regularized
Logistic Regression},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {9},
pages = {4544--4554},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3071138},
doi = {10.1109/TPAMI.2021.3071138},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/PanX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/CaoLX22,
author = {Yuzhou Cao and
Shuqi Liu and
Yitian Xu},
title = {Multi-complementary and unlabeled learning for arbitrary losses and
models},
journal = {Pattern Recognit.},
volume = {124},
pages = {108447},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108447},
doi = {10.1016/J.PATCOG.2021.108447},
timestamp = {Wed, 28 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/CaoLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/WangXZ22,
author = {Huiru Wang and
Yitian Xu and
Zhijian Zhou},
title = {Ramp loss KNN-weighted multi-class twin support vector machine},
journal = {Soft Comput.},
volume = {26},
number = {14},
pages = {6591--6618},
year = {2022},
url = {https://doi.org/10.1007/s00500-022-07040-9},
doi = {10.1007/S00500-022-07040-9},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/WangXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangFHXLLF22,
author = {Jing Wang and
Haotian Fan and
Xiaoxia Hou and
Yitian Xu and
Tao Li and
Xuechao Lu and
Lean Fu},
title = {{MSTRIQ:} No Reference Image Quality Assessment Based on Swin Transformer
with Multi-Stage Fusion},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {1268--1277},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00133},
doi = {10.1109/CVPRW56347.2022.00133},
timestamp = {Mon, 29 Aug 2022 11:44:03 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangFHXLLF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02972,
author = {Zongmin Liu and
Yitian Xu},
title = {Multi-task nonparallel support vector machine for classification},
journal = {CoRR},
volume = {abs/2204.02972},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02972},
doi = {10.48550/ARXIV.2204.02972},
eprinttype = {arXiv},
eprint = {2204.02972},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10101,
author = {Jing Wang and
Haotian Fan and
Xiaoxia Hou and
Yitian Xu and
Tao Li and
Xuechao Lu and
Lean Fu},
title = {{MSTRIQ:} No Reference Image Quality Assessment Based on Swin Transformer
with Multi-Stage Fusion},
journal = {CoRR},
volume = {abs/2205.10101},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10101},
doi = {10.48550/ARXIV.2205.10101},
eprinttype = {arXiv},
eprint = {2205.10101},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/WangXCW21,
author = {Hongmei Wang and
Yitian Xu and
Qian Chen and
Xinye Wang},
title = {Diagnosis of complications of type 2 diabetes based on weighted multi-label
small sphere and large margin machine},
journal = {Appl. Intell.},
volume = {51},
number = {1},
pages = {223--236},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-01824-y},
doi = {10.1007/S10489-020-01824-Y},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/WangXCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/MaX21,
author = {Mengdan Ma and
Yitian Xu},
title = {Multi-parameter safe screening rule for hinge-optimal margin distribution
machine},
journal = {Appl. Intell.},
volume = {51},
number = {4},
pages = {2279--2290},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-02024-4},
doi = {10.1007/S10489-020-02024-4},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/MaX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XiaoX21,
author = {Xinshuang Xiao and
Yitian Xu},
title = {Multi-target regression via self-parameterized Lasso and refactored
target space},
journal = {Appl. Intell.},
volume = {51},
number = {10},
pages = {6743--6751},
year = {2021},
url = {https://doi.org/10.1007/s10489-021-02238-0},
doi = {10.1007/S10489-021-02238-0},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XiaoX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WangX21,
author = {Hongmei Wang and
Yitian Xu},
title = {Sparse elastic net multi-label rank support vector machine with pinball
loss and its applications},
journal = {Appl. Soft Comput.},
volume = {104},
pages = {107232},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2021.107232},
doi = {10.1016/J.ASOC.2021.107232},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/WangX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/AnXL21,
author = {Ran An and
Yitian Xu and
Xuhua Liu},
title = {A rough margin-based multi-task {\(\nu\)}-twin support vector machine
for pattern classification},
journal = {Appl. Soft Comput.},
volume = {112},
pages = {107769},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2021.107769},
doi = {10.1016/J.ASOC.2021.107769},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/AnXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WuXP21,
author = {Weichen Wu and
Yitian Xu and
Xinying Pang},
title = {A hybrid acceleration strategy for nonparallel support vector machine},
journal = {Inf. Sci.},
volume = {546},
pages = {543--558},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.08.067},
doi = {10.1016/J.INS.2020.08.067},
timestamp = {Thu, 31 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/WuXP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhaoXXW21,
author = {Jie Zhao and
Yitian Xu and
Chang Xu and
Ting Wang},
title = {A two-stage safe screening method for non-convex support vector machine
with ramp loss},
journal = {Knowl. Based Syst.},
volume = {228},
pages = {107250},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107250},
doi = {10.1016/J.KNOSYS.2021.107250},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhaoXXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhangXXZ21,
author = {Ying Zhang and
Yitian Xu and
Chang Xu and
Peiwei Zhong},
title = {Safe instance screening for primal multi-label ProSVM},
journal = {Knowl. Based Syst.},
volume = {229},
pages = {107362},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107362},
doi = {10.1016/J.KNOSYS.2021.107362},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhangXXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/WangXZ21,
author = {Huiru Wang and
Yitian Xu and
Zhijian Zhou},
title = {Twin-parametric margin support vector machine with truncated pinball
loss},
journal = {Neural Comput. Appl.},
volume = {33},
number = {8},
pages = {3781--3798},
year = {2021},
url = {https://doi.org/10.1007/s00521-020-05225-7},
doi = {10.1007/S00521-020-05225-7},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/WangXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/XiePX21,
author = {Fan Xie and
Xinying Pang and
Yitian Xu},
title = {Pinball loss-based multi-task twin support vector machine and its
safe acceleration method},
journal = {Neural Comput. Appl.},
volume = {33},
number = {22},
pages = {15523--15539},
year = {2021},
url = {https://doi.org/10.1007/s00521-021-06173-6},
doi = {10.1007/S00521-021-06173-6},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/XiePX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/YuanXFL21,
author = {Min Yuan and
Yitian Xu and
Renxiu Feng and
Zongmin Liu},
title = {Instance elimination strategy for non-convex multiple-instance learning
using sparse positive bags},
journal = {Neural Networks},
volume = {142},
pages = {509--521},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2021.07.009},
doi = {10.1016/J.NEUNET.2021.07.009},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/YuanXFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YuanX21,
author = {Min Yuan and
Yitian Xu},
title = {Bound estimation-based safe acceleration for maximum margin of twin
spheres machine with pinball loss},
journal = {Pattern Recognit.},
volume = {114},
pages = {107860},
year = {2021},
url = {https://doi.org/10.1016/j.patcog.2021.107860},
doi = {10.1016/J.PATCOG.2021.107860},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/YuanX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/PangXX21,
author = {Xinying Pang and
Yitian Xu and
Xinshuang Xiao},
title = {A Doubly Sparse Multiclass Support Vector Machine With Simultaneous
Feature and Sample Screening},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {51},
number = {11},
pages = {6911--6925},
year = {2021},
url = {https://doi.org/10.1109/TSMC.2020.2964718},
doi = {10.1109/TSMC.2020.2964718},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/PangXX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaoFX00S21,
author = {Yuzhou Cao and
Lei Feng and
Yitian Xu and
Bo An and
Gang Niu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Learning from Similarity-Confidence Data},
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 = {1272--1282},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cao21b.html},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CaoFX00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06879,
author = {Yuzhou Cao and
Lei Feng and
Yitian Xu and
Bo An and
Gang Niu and
Masashi Sugiyama},
title = {Learning from Similarity-Confidence Data},
journal = {CoRR},
volume = {abs/2102.06879},
year = {2021},
url = {https://arxiv.org/abs/2102.06879},
eprinttype = {arXiv},
eprint = {2102.06879},
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author = {Yuzhou Cao and
Lei Feng and
Senlin Shu and
Yitian Xu and
Bo An and
Gang Niu and
Masashi Sugiyama},
title = {Multi-Class Classification from Single-Class Data with Confidences},
journal = {CoRR},
volume = {abs/2106.08864},
year = {2021},
url = {https://arxiv.org/abs/2106.08864},
eprinttype = {arXiv},
eprint = {2106.08864},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/CaoXD20,
author = {Yuzhou Cao and
Yitian Xu and
Junling Du},
title = {Multi-variable estimation-based safe screening rule for small sphere
and large margin support vector machine},
journal = {Knowl. Based Syst.},
volume = {191},
pages = {105223},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105223},
doi = {10.1016/J.KNOSYS.2019.105223},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
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bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WangYXCWG20,
author = {Xinye Wang and
Yi Yang and
Yitian Xu and
Qian Chen and
Hongmei Wang and
Huafang Gao},
title = {Predicting hypoglycemic drugs of type 2 diabetes based on weighted
rank support vector machine},
journal = {Knowl. Based Syst.},
volume = {197},
pages = {105868},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.105868},
doi = {10.1016/J.KNOSYS.2020.105868},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
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bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MeiX20,
author = {Benshan Mei and
Yitian Xu},
title = {Safe sample screening for regularized multi-task learning},
journal = {Knowl. Based Syst.},
volume = {204},
pages = {106248},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.106248},
doi = {10.1016/J.KNOSYS.2020.106248},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
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bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/MeiX20,
author = {Benshan Mei and
Yitian Xu},
title = {Multi-task {\(\nu\)}-twin support vector machines},
journal = {Neural Comput. Appl.},
volume = {32},
number = {15},
pages = {11329--11342},
year = {2020},
url = {https://doi.org/10.1007/s00521-019-04628-5},
doi = {10.1007/S00521-019-04628-5},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/MeiX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-04243,
author = {Yuzhou Cao and
Yitian Xu},
title = {Multi-Complementary and Unlabeled Learning for Arbitrary Losses and
Models},
journal = {CoRR},
volume = {abs/2001.04243},
year = {2020},
url = {https://arxiv.org/abs/2001.04243},
eprinttype = {arXiv},
eprint = {2001.04243},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-04243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XuTPW19,
author = {Yitian Xu and
Ying Tian and
Xianli Pan and
Hongmei Wang},
title = {{E-ENDPP:} a safe feature selection rule for speeding up Elastic Net},
journal = {Appl. Intell.},
volume = {49},
number = {2},
pages = {592--604},
year = {2019},
url = {https://doi.org/10.1007/s10489-018-1295-y},
doi = {10.1007/S10489-018-1295-Y},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/XuTPW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XieX19,
author = {Fan Xie and
Yitian Xu},
title = {An efficient regularized K-nearest neighbor structural twin support
vector machine},
journal = {Appl. Intell.},
volume = {49},
number = {12},
pages = {4258--4275},
year = {2019},
url = {https://doi.org/10.1007/s10489-019-01505-5},
doi = {10.1007/S10489-019-01505-5},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/XieX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MeiX19,
author = {Benshan Mei and
Yitian Xu},
title = {Multi-task least squares twin support vector machine for classification},
journal = {Neurocomputing},
volume = {338},
pages = {26--33},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.12.079},
doi = {10.1016/J.NEUCOM.2018.12.079},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/MeiX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PanX19,
author = {Xianli Pan and
Yitian Xu},
title = {A safe reinforced feature screening strategy for lasso based on feasible
solutions},
journal = {Inf. Sci.},
volume = {477},
pages = {132--147},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.10.031},
doi = {10.1016/J.INS.2018.10.031},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/PanX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhaoXF19,
author = {Jiang Zhao and
Yitian Xu and
Hamido Fujita},
title = {An improved non-parallel Universum support vector machine and its
safe sample screening rule},
journal = {Knowl. Based Syst.},
volume = {170},
pages = {79--88},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.01.031},
doi = {10.1016/J.KNOSYS.2019.01.031},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ZhaoXF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/XuZZYP19,
author = {Yitian Xu and
Yuqun Zhang and
Jiang Zhao and
Zhiji Yang and
Xianli Pan},
title = {KNN-based maximum margin and minimum volume hyper-sphere machine for
imbalanced data classification},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {10},
number = {2},
pages = {357--368},
year = {2019},
url = {https://doi.org/10.1007/s13042-017-0720-6},
doi = {10.1007/S13042-017-0720-6},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/XuZZYP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/WuX19,
author = {Weichen Wu and
Yitian Xu},
title = {Accelerating improved twin support vector machine with safe screening
rule},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {10},
number = {12},
pages = {3587--3600},
year = {2019},
url = {https://doi.org/10.1007/s13042-019-00946-1},
doi = {10.1007/S13042-019-00946-1},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlc/WuX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/WangX19,
author = {Qian Wang and
Yitian Xu},
title = {Concave-Convex Programming for Ramp Loss-Based Maximum Margin and
Minimum Volume Twin Spheres Machine},
journal = {Neural Process. Lett.},
volume = {50},
number = {2},
pages = {1093--1114},
year = {2019},
url = {https://doi.org/10.1007/s11063-018-9903-8},
doi = {10.1007/S11063-018-9903-8},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/WangX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/PangPX19,
author = {Xinying Pang and
Xianli Pan and
Yitian Xu},
title = {Multi-parameter safe sample elimination rule for accelerating nonlinear
multi-class support vector machines},
journal = {Pattern Recognit.},
volume = {95},
pages = {1--11},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2019.05.037},
doi = {10.1016/J.PATCOG.2019.05.037},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/PangPX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/PangX19,
author = {Xinying Pang and
Yitian Xu},
title = {A safe screening rule for accelerating weighted twin support vector
machine},
journal = {Soft Comput.},
volume = {23},
number = {17},
pages = {7725--7739},
year = {2019},
url = {https://doi.org/10.1007/s00500-018-3397-1},
doi = {10.1007/S00500-018-3397-1},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/PangX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/PanX19,
author = {Xianli Pan and
Yitian Xu},
title = {A Novel and Safe Two-Stage Screening Method for Support Vector Machine},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {8},
pages = {2263--2274},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2879800},
doi = {10.1109/TNNLS.2018.2879800},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/PanX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/WangPX19,
author = {Hongmei Wang and
Xianli Pan and
Yitian Xu},
title = {Simultaneous Safe Feature and Sample Elimination for Sparse Support
Vector Regression},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {15},
pages = {4043--4054},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2924580},
doi = {10.1109/TSP.2019.2924580},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/WangPX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XuWPT18,
author = {Yitian Xu and
Qian Wang and
Xinying Pang and
Ying Tian},
title = {Maximum margin of twin spheres machine with pinball loss for imbalanced
data classification},
journal = {Appl. Intell.},
volume = {48},
number = {1},
pages = {23--34},
year = {2018},
url = {https://doi.org/10.1007/s10489-017-0961-9},
doi = {10.1007/S10489-017-0961-9},
timestamp = {Tue, 09 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/XuWPT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/WangZX18,
author = {Huiru Wang and
Zhijian Zhou and
Yitian Xu},
title = {An improved {\(\nu\)}-twin bounded support vector machine},
journal = {Appl. Intell.},
volume = {48},
number = {4},
pages = {1041--1053},
year = {2018},
url = {https://doi.org/10.1007/s10489-017-0984-2},
doi = {10.1007/S10489-017-0984-2},
timestamp = {Wed, 14 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/WangZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/YangX18,
author = {Zhiji Yang and
Yitian Xu},
title = {A safe screening rule for Laplacian support vector machine},
journal = {Eng. Appl. Artif. Intell.},
volume = {67},
pages = {309--316},
year = {2018},
url = {https://doi.org/10.1016/j.engappai.2017.10.011},
doi = {10.1016/J.ENGAPPAI.2017.10.011},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/YangX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PanPWX18,
author = {Xianli Pan and
Xinying Pang and
Hongmei Wang and
Yitian Xu},
title = {A safe screening based framework for support vector regression},
journal = {Neurocomputing},
volume = {287},
pages = {163--172},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.01.083},
doi = {10.1016/J.NEUCOM.2018.01.083},
timestamp = {Mon, 19 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/PanPWX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WangX18,
author = {Hongmei Wang and
Yitian Xu},
title = {Scaling up twin support vector regression with safe screening rule},
journal = {Inf. Sci.},
volume = {465},
pages = {174--190},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.07.008},
doi = {10.1016/J.INS.2018.07.008},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/WangX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YangX18,
author = {Zhiji Yang and
Yitian Xu},
title = {A safe accelerative approach for pinball support vector machine classifier},
journal = {Knowl. Based Syst.},
volume = {147},
pages = {12--24},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.02.010},
doi = {10.1016/J.KNOSYS.2018.02.010},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/YangX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PangXX18,
author = {Xinying Pang and
Chang Xu and
Yitian Xu},
title = {Scaling {KNN} multi-class twin support vector machine via safe instance
reduction},
journal = {Knowl. Based Syst.},
volume = {148},
pages = {17--30},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.02.018},
doi = {10.1016/J.KNOSYS.2018.02.018},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/PangXX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YangPX18,
author = {Zhiji Yang and
Xianli Pan and
Yitian Xu},
title = {Piecewise linear solution path for pinball twin support vector machine},
journal = {Knowl. Based Syst.},
volume = {160},
pages = {311--324},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.07.022},
doi = {10.1016/J.KNOSYS.2018.07.022},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/YangPX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/XuLPY18,
author = {Yitian Xu and
Xiaoyan Li and
Xianli Pan and
Zhiji Yang},
title = {Asymmetric {\(\nu\)}-twin support vector regression},
journal = {Neural Comput. Appl.},
volume = {30},
number = {12},
pages = {3799--3814},
year = {2018},
url = {https://doi.org/10.1007/s00521-017-2966-z},
doi = {10.1007/S00521-017-2966-Z},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/XuLPY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YangX18,
author = {Zhiji Yang and
Yitian Xu},
title = {A safe sample screening rule for Laplacian twin parametric-margin
support vector machine},
journal = {Pattern Recognit.},
volume = {84},
pages = {1--12},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.06.018},
doi = {10.1016/J.PATCOG.2018.06.018},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/YangX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/PanYXW18,
author = {Xianli Pan and
Zhiji Yang and
Yitian Xu and
Laisheng Wang},
title = {Safe Screening Rules for Accelerating Twin Support Vector Machine
Classification},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {5},
pages = {1876--1887},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2688182},
doi = {10.1109/TNNLS.2017.2688182},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/PanYXW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/NiuCX17,
author = {Jiayi Niu and
Jing Chen and
Yitian Xu},
title = {Twin support vector regression with Huber loss},
journal = {J. Intell. Fuzzy Syst.},
volume = {32},
number = {6},
pages = {4247--4258},
year = {2017},
url = {https://doi.org/10.3233/JIFS-16629},
doi = {10.3233/JIFS-16629},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/NiuCX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhaoX17,
author = {Jiang Zhao and
Yitian Xu},
title = {A safe sample screening rule for Universum support vector machines},
journal = {Knowl. Based Syst.},
volume = {138},
pages = {46--57},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.09.031},
doi = {10.1016/J.KNOSYS.2017.09.031},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ZhaoX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/Xu17,
author = {Yitian Xu},
title = {Maximum Margin of Twin Spheres Support Vector Machine for Imbalanced
Data Classification},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {6},
pages = {1540--1550},
year = {2017},
url = {https://doi.org/10.1109/TCYB.2016.2551735},
doi = {10.1109/TCYB.2016.2551735},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/Xu17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XuYP17,
author = {Yitian Xu and
Zhiji Yang and
Xianli Pan},
title = {A Novel Twin Support-Vector Machine With Pinball Loss},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {2},
pages = {359--370},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2015.2513006},
doi = {10.1109/TNNLS.2015.2513006},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/XuYP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XuCYL16,
author = {Yitian Xu and
Mei Chen and
Zhiji Yang and
Guohui Li},
title = {{\(\nu\)}-twin support vector machine with Universum data for classification},
journal = {Appl. Intell.},
volume = {44},
number = {4},
pages = {956--968},
year = {2016},
url = {https://doi.org/10.1007/s10489-015-0736-0},
doi = {10.1007/S10489-015-0736-0},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XuCYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ZhaoYX16,
author = {Jiang Zhao and
Zhiji Yang and
Yitian Xu},
title = {Nonparallel least square support vector machine for classification},
journal = {Appl. Intell.},
volume = {45},
number = {4},
pages = {1119--1128},
year = {2016},
url = {https://doi.org/10.1007/s10489-016-0820-0},
doi = {10.1007/S10489-016-0820-0},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/ZhaoYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YangX16a,
author = {Zhiji Yang and
Yitian Xu},
title = {Laplacian twin parametric-margin support vector machine for semi-supervised
classification},
journal = {Neurocomputing},
volume = {171},
pages = {325--334},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.06.056},
doi = {10.1016/J.NEUCOM.2015.06.056},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YangX16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Xu16a,
author = {Yitian Xu},
title = {K-nearest neighbor-based weighted multi-class twin support vector
machine},
journal = {Neurocomputing},
volume = {205},
pages = {430--438},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2016.04.024},
doi = {10.1016/J.NEUCOM.2016.04.024},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Xu16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsysc/XuCL16,
author = {Yitian Xu and
Mei Chen and
Guohui Li},
title = {Least squares twin support vector machine with Universum data for
classification},
journal = {Int. J. Syst. Sci.},
volume = {47},
number = {15},
pages = {3637--3645},
year = {2016},
url = {https://doi.org/10.1080/00207721.2015.1110212},
doi = {10.1080/00207721.2015.1110212},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsysc/XuCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/PanX16,
author = {Xianli Pan and
Yitian Xu},
title = {Two effective sample selection methods for support vector machine},
journal = {J. Intell. Fuzzy Syst.},
volume = {30},
number = {2},
pages = {659--670},
year = {2016},
url = {https://doi.org/10.3233/IFS-151785},
doi = {10.3233/IFS-151785},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/PanX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XuYZPW16,
author = {Yitian Xu and
Zhiji Yang and
Yuqun Zhang and
Xianli Pan and
Laisheng Wang},
title = {A maximum margin and minimum volume hyper-spheres machine with pinball
loss for imbalanced data classification},
journal = {Knowl. Based Syst.},
volume = {95},
pages = {75--85},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2015.12.005},
doi = {10.1016/J.KNOSYS.2015.12.005},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/XuYZPW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XuPZYZ15,
author = {Yitian Xu and
Xianli Pan and
Zhijian Zhou and
Zhiji Yang and
Yuqun Zhang},
title = {Structural least square twin support vector machine for classification},
journal = {Appl. Intell.},
volume = {42},
number = {3},
pages = {527--536},
year = {2015},
url = {https://doi.org/10.1007/s10489-014-0611-4},
doi = {10.1007/S10489-014-0611-4},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XuPZYZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/XuZYPL15,
author = {Yitian Xu and
Yuqun Zhang and
Zhiji Yang and
Xianli Pan and
Guohui Li},
title = {Imbalanced and semi-supervised classification for prognosis of {ACLF}},
journal = {J. Intell. Fuzzy Syst.},
volume = {28},
number = {2},
pages = {737--745},
year = {2015},
url = {https://doi.org/10.3233/IFS-141354},
doi = {10.3233/IFS-141354},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/XuZYPL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jise/Xu15,
author = {Yitian Xu},
title = {A novel twin support vector regression},
journal = {J. Inf. Sci. Eng.},
volume = {31},
number = {2},
pages = {627--640},
year = {2015},
url = {http://www.iis.sinica.edu.tw/page/jise/2014/2015/201503\_15.html},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jise/Xu15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PanLX15,
author = {Xianli Pan and
Yao Luo and
Yitian Xu},
title = {K-nearest neighbor based structural twin support vector machine},
journal = {Knowl. Based Syst.},
volume = {88},
pages = {34--44},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.08.009},
doi = {10.1016/J.KNOSYS.2015.08.009},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/PanLX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XuG14,
author = {Yitian Xu and
Rui Guo},
title = {An improved {\(\nu\)}-twin support vector machine},
journal = {Appl. Intell.},
volume = {41},
number = {1},
pages = {42--54},
year = {2014},
url = {https://doi.org/10.1007/s10489-013-0500-2},
doi = {10.1007/S10489-013-0500-2},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XuG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XuW14,
author = {Yitian Xu and
Laisheng Wang},
title = {K-nearest neighbor-based weighted twin support vector regression},
journal = {Appl. Intell.},
volume = {41},
number = {1},
pages = {299--309},
year = {2014},
url = {https://doi.org/10.1007/s10489-014-0518-0},
doi = {10.1007/S10489-014-0518-0},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/XuW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/XuG14,
author = {Yitian Xu and
Rui Guo},
title = {A twin hyper-sphere multi-class classification support vector machine},
journal = {J. Intell. Fuzzy Syst.},
volume = {27},
number = {4},
pages = {1783--1790},
year = {2014},
url = {https://doi.org/10.3233/IFS-141145},
doi = {10.3233/IFS-141145},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/XuG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jise/XuLWW14,
author = {Yitian Xu and
Xin Lv and
Zheng Wang and
Laisheng Wang},
title = {A Weighted Least Squares Twin Support Vector Machine},
journal = {J. Inf. Sci. Eng.},
volume = {30},
number = {6},
pages = {1773--1787},
year = {2014},
url = {http://www.iis.sinica.edu.tw/page/jise/2014/201411\_06.html},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jise/XuLWW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XuYZ14,
author = {Yitian Xu and
Jia Yu and
Yuqun Zhang},
title = {KNN-based weighted rough {\(\nu\)}-twin support vector machine},
journal = {Knowl. Based Syst.},
volume = {71},
pages = {303--313},
year = {2014},
url = {https://doi.org/10.1016/j.knosys.2014.08.008},
doi = {10.1016/J.KNOSYS.2014.08.008},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/XuYZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/XuGW13,
author = {Yitian Xu and
Rui Guo and
Laisheng Wang},
title = {A Twin Multi-Class Classification Support Vector Machine},
journal = {Cogn. Comput.},
volume = {5},
number = {4},
pages = {580--588},
year = {2013},
url = {https://doi.org/10.1007/s12559-012-9179-7},
doi = {10.1007/S12559-012-9179-7},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/XuGW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/XuL13,
author = {Yitian Xu and
Chunmei Liu},
title = {A rough margin-based one class support vector machine},
journal = {Neural Comput. Appl.},
volume = {22},
number = {6},
pages = {1077--1084},
year = {2013},
url = {https://doi.org/10.1007/s00521-012-0869-6},
doi = {10.1007/S00521-012-0869-6},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/XuL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XuW12,
author = {Yitian Xu and
Laisheng Wang},
title = {A weighted twin support vector regression},
journal = {Knowl. Based Syst.},
volume = {33},
pages = {92--101},
year = {2012},
url = {https://doi.org/10.1016/j.knosys.2012.03.013},
doi = {10.1016/J.KNOSYS.2012.03.013},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/XuW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ZhongXZ12,
author = {Ping Zhong and
Yitian Xu and
Yaohong Zhao},
title = {Training twin support vector regression via linear programming},
journal = {Neural Comput. Appl.},
volume = {21},
number = {2},
pages = {399--407},
year = {2012},
url = {https://doi.org/10.1007/s00521-011-0525-6},
doi = {10.1007/S00521-011-0525-6},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ZhongXZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/XuWZ12,
author = {Yitian Xu and
Laisheng Wang and
Ping Zhong},
title = {A rough margin-based {\(\nu\)}-twin support vector machine},
journal = {Neural Comput. Appl.},
volume = {21},
number = {6},
pages = {1307--1317},
year = {2012},
url = {https://doi.org/10.1007/s00521-011-0565-y},
doi = {10.1007/S00521-011-0565-Y},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/XuWZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/QiXWS11,
author = {Zhiquan Qi and
Yitian Xu and
Laisheng Wang and
Ye Song},
title = {Online multiple instance boosting for object detection},
journal = {Neurocomputing},
volume = {74},
number = {10},
pages = {1769--1775},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2011.02.011},
doi = {10.1016/J.NEUCOM.2011.02.011},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/QiXWS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XuWZ11,
author = {Yitian Xu and
Laisheng Wang and
Ruiyan Zhang},
title = {A dynamic attribute reduction algorithm based on 0-1 integer programming},
journal = {Knowl. Based Syst.},
volume = {24},
number = {8},
pages = {1341--1347},
year = {2011},
url = {https://doi.org/10.1016/j.knosys.2011.06.007},
doi = {10.1016/J.KNOSYS.2011.06.007},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/XuWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcit/XuZW10,
author = {Yitian Xu and
Haozhi Zhang and
Laisheng Wang},
title = {Rough Margin-Based Linear v Support Vector Machine},
journal = {J. Convergence Inf. Technol.},
volume = {5},
number = {8},
pages = {226--232},
year = {2010},
url = {http://www.aicit.org/jcit/ppl/25-JCIT1-677243JE.pdf},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcit/XuZW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/YangWXS09,
author = {Liming Yang and
Laisheng Wang and
Yitian Xu and
Qun Sun},
editor = {Wen Yu and
Haibo He and
Nian Zhang},
title = {Time Series Prediction Based on Generalization Bounds for Support
Vector Machine},
booktitle = {Advances in Neural Networks - {ISNN} 2009, 6th International Symposium
on Neural Networks, {ISNN} 2009, Wuhan, China, May 26-29, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5552},
pages = {322--326},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01510-6\_37},
doi = {10.1007/978-3-642-01510-6\_37},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/isnn/YangWXS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/XuZYW09,
author = {Yitian Xu and
Ling Zhen and
Liming Yang and
Laisheng Wang},
editor = {Wen Yu and
Haibo He and
Nian Zhang},
title = {Classification Algorithm Based on Feature Selection and Samples Selection},
booktitle = {Advances in Neural Networks - {ISNN} 2009, 6th International Symposium
on Neural Networks, {ISNN} 2009, Wuhan, China, May 26-29, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5552},
pages = {631--638},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01510-6\_71},
doi = {10.1007/978-3-642-01510-6\_71},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/XuZYW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/QiWXZ08,
author = {Zhiquan Qi and
Laisheng Wang and
Yitian Xu and
Ping Zhong},
editor = {Masoud Mohammadian},
title = {Robust Object Detection Based on Decision Trees and a New Cascade
Architecture},
booktitle = {2008 International Conferences on Computational Intelligence for Modelling,
Control and Automation {(CIMCA} 2008), Intelligent Agents, Web Technologies
and Internet Commerce {(IAWTIC} 2008), Innovation in Software Engineering
{(ISE} 2008), 10-12 December 2008, Vienna, Austria},
pages = {1129--1134},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CIMCA.2008.108},
doi = {10.1109/CIMCA.2008.108},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/QiWXZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/XuWS06,
author = {Yitian Xu and
Laisheng Wang and
Yanping Sheng},
editor = {Yiyu Yao and
Zhongzhi Shi and
Yingxu Wang and
Witold Kinsner},
title = {Rough Set Theory-based Multi-class Decision Attribute Reduction Algorithm
and Its Application},
booktitle = {Proceedings of the Firth {IEEE} International Conference on Cognitive
Informatics, {ICCI} 2006, July 17-19, Beijing, China},
pages = {722--725},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/COGINF.2006.365578},
doi = {10.1109/COGINF.2006.365578},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/IEEEicci/XuWS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/XuW06,
author = {Yitian Xu and
Laisheng Wang},
editor = {Yiyu Yao and
Zhongzhi Shi and
Yingxu Wang and
Witold Kinsner},
title = {Fuzzy Comprehensive Evaluation Model based on Rough Set Theory},
booktitle = {Proceedings of the Firth {IEEE} International Conference on Cognitive
Informatics, {ICCI} 2006, July 17-19, Beijing, China},
pages = {877--880},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/COGINF.2006.365607},
doi = {10.1109/COGINF.2006.365607},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEicci/XuW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/XuW05,
author = {Yitian Xu and
Laisheng Wang},
editor = {Lipo Wang and
Yaochu Jin},
title = {Fault Diagnosis System Based on Rough Set Theory and Support Vector
Machine},
booktitle = {Fuzzy Systems and Knowledge Discovery, Second International Conference,
{FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {3614},
pages = {980--988},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11540007\_124},
doi = {10.1007/11540007\_124},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/fskd/XuW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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