Tang, Jun; Chen, Wenhui; Wang, Ke; Zhang, Yan; Liang, Dong Probability-based label enhancement for multi-dimensional classification. (English) Zbl 07764391 Inf. Sci. 653, Article ID 119790, 13 p. (2024). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Tang} et al., Inf. Sci. 653, Article ID 119790, 13 p. (2024; Zbl 07764391) Full Text: DOI
Bombelli, Ilaria; Ferraro, Maria Brigida; Vichi, Maurizio Consensus and fuzzy partition of dendrograms from a three-way dissimilarity array. (English) Zbl 07826352 Inf. Sci. 637, Article ID 118948, 21 p. (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{I. Bombelli} et al., Inf. Sci. 637, Article ID 118948, 21 p. (2023; Zbl 07826352) Full Text: DOI
Shang, Mingchao; Liang, Cheng; Luo, Jiawei; Zhang, Huaxiang Incomplete multi-view clustering by simultaneously learning robust representations and optimal graph structures. (English) Zbl 07824813 Inf. Sci. 640, Article ID 119038, 18 p. (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{M. Shang} et al., Inf. Sci. 640, Article ID 119038, 18 p. (2023; Zbl 07824813) Full Text: DOI
Jia, Hongjie; Ren, Qize; Huang, Longxia; Mao, Qirong; Wang, Liangjun; Song, Heping Large-scale non-negative subspace clustering based on Nyström approximation. (English) Zbl 07818923 Inf. Sci. 638, Article ID 118981, 17 p. (2023). MSC: 68T09 65F55 65F15 68P01 62H30 PDFBibTeX XMLCite \textit{H. Jia} et al., Inf. Sci. 638, Article ID 118981, 17 p. (2023; Zbl 07818923) Full Text: DOI
D’Urso, Pierpaolo; Leski, Jacek M. OWA-based robust fuzzy clustering of time series with typicality degrees. (English) Zbl 07758100 Inf. Sci. 651, Article ID 119706, 30 p. (2023). MSC: 62M10 62H30 62H86 PDFBibTeX XMLCite \textit{P. D'Urso} and \textit{J. M. Leski}, Inf. Sci. 651, Article ID 119706, 30 p. (2023; Zbl 07758100) Full Text: DOI
Wang, Zhenxin; Chen, Degang; Che, Xiaoya Multi-kernel learning for multi-label classification with local Rademacher complexity. (English) Zbl 07735598 Inf. Sci. 647, Article ID 119462, 20 p. (2023). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Wang} et al., Inf. Sci. 647, Article ID 119462, 20 p. (2023; Zbl 07735598) Full Text: DOI
Li, Zhenglai; Tang, Chang; Zheng, Xiao; Wan, Zhiguo; Sun, Kun; Zhang, Wei; Zhu, Xinzhong Mutual structure learning for multiple kernel clustering. (English) Zbl 07735583 Inf. Sci. 647, Article ID 119445, 15 p. (2023). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Li} et al., Inf. Sci. 647, Article ID 119445, 15 p. (2023; Zbl 07735583) Full Text: DOI
Cui, Haizhou; Dong, Songwei; Hu, Jiayi; Chen, Mengqi; Hou, Bodong; Zhang, Jingshun; Zhang, Botong; Xian, Jitong; Chen, Faan A hybrid MCDM model with Monte Carlo simulation to improve decision-making stability and reliability. (English) Zbl 1521.90083 Inf. Sci. 647, Article ID 119439, 30 p. (2023). MSC: 90B50 91B06 62H30 90B25 PDFBibTeX XMLCite \textit{H. Cui} et al., Inf. Sci. 647, Article ID 119439, 30 p. (2023; Zbl 1521.90083) Full Text: DOI
Wang, Sheng; Chen, Liyong; Zheng, Ning; Li, Lingling; Peng, Furong; Lu, Jianfeng Shared and individual representation learning with feature diversity for deep multiview clustering. (English) Zbl 07735571 Inf. Sci. 647, Article ID 119426, 17 p. (2023). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Wang} et al., Inf. Sci. 647, Article ID 119426, 17 p. (2023; Zbl 07735571) Full Text: DOI
El Hajjar, S.; Dornaika, F.; Abdallah, F. One-step multi-view spectral clustering with cluster label correlation graph. (English) Zbl 07810475 Inf. Sci. 592, 97-111 (2022). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. El Hajjar} et al., Inf. Sci. 592, 97--111 (2022; Zbl 07810475) Full Text: DOI
Peng, Chong; Zhang, Zhilu; Chen, Chenglizhao; Kang, Zhao; Cheng, Qiang Two-dimensional semi-nonnegative matrix factorization for clustering. (English) Zbl 07810456 Inf. Sci. 590, 106-141 (2022). MSC: 62H30 15A23 PDFBibTeX XMLCite \textit{C. Peng} et al., Inf. Sci. 590, 106--141 (2022; Zbl 07810456) Full Text: DOI arXiv
Ma, Xuanlong; Yan, Xueming; Liu, Jingfa; Zhong, Guo Simultaneous multi-graph learning and clustering for multiview data. (English) Zbl 07800166 Inf. Sci. 593, 472-487 (2022). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{X. Ma} et al., Inf. Sci. 593, 472--487 (2022; Zbl 07800166) Full Text: DOI
Peng, Siyuan; Yang, Zhijing; Ling, Bingo Wing-Kuen; Chen, Badong; Lin, Zhiping Dual semi-supervised convex nonnegative matrix factorization for data representation. (English) Zbl 07800138 Inf. Sci. 585, 571-593 (2022). MSC: 68T05 62H30 68T09 65F15 65F25 15A23 PDFBibTeX XMLCite \textit{S. Peng} et al., Inf. Sci. 585, 571--593 (2022; Zbl 07800138) Full Text: DOI
Gao, Yang; Yu, Xiangzhan; Zhang, Hongli Graph clustering using triangle-aware measures in large networks. (English) Zbl 07798602 Inf. Sci. 584, 618-632 (2022). MSC: 62H30 05C82 PDFBibTeX XMLCite \textit{Y. Gao} et al., Inf. Sci. 584, 618--632 (2022; Zbl 07798602) Full Text: DOI
Aradnia, Amir; Haeri, Maryam Amir; Ebadzadeh, Mohammad Mehdi Adaptive explicit kernel Minkowski weighted K-means. (English) Zbl 07798596 Inf. Sci. 584, 503-518 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Aradnia} et al., Inf. Sci. 584, 503--518 (2022; Zbl 07798596) Full Text: DOI arXiv
Song, Moxian; Sun, Chenxi; Cai, Derun; Hong, Shenda; Li, Hongyan Classifying vaguely labeled data based on evidential fusion. (English) Zbl 07798558 Inf. Sci. 583, 159-173 (2022). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{M. Song} et al., Inf. Sci. 583, 159--173 (2022; Zbl 07798558) Full Text: DOI
Durgut, Rafet; Aydin, Mehmet Emin; Atli, Ibrahim Adaptive operator selection with reinforcement learning. (English) Zbl 07791407 Inf. Sci. 581, 773-790 (2021). MSC: 68T05 65J15 62H30 PDFBibTeX XMLCite \textit{R. Durgut} et al., Inf. Sci. 581, 773--790 (2021; Zbl 07791407) Full Text: DOI
Zheng, Xichen; Ren, Chengsen; Yang, Yiyang; Gong, Zhiguo; Chen, Xiang; Hao, Zhifeng QuickDSC: clustering by quick density subgraph estimation. (English) Zbl 07791387 Inf. Sci. 581, 403-427 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{X. Zheng} et al., Inf. Sci. 581, 403--427 (2021; Zbl 07791387) Full Text: DOI
Lee, Woojin; Ko, Hyungjin; Byun, Junyoung; Yoon, Taeho; Lee, Jaewook Fair clustering with fair correspondence distribution. (English) Zbl 07791373 Inf. Sci. 581, 155-178 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{W. Lee} et al., Inf. Sci. 581, 155--178 (2021; Zbl 07791373) Full Text: DOI
Yu, Shuang; Li, Xiongfei; Feng, Yuncong; Zhang, Xiaoli; Chen, Shiping An instance-oriented performance measure for classification. (English) Zbl 07786218 Inf. Sci. 580, 598-619 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{S. Yu} et al., Inf. Sci. 580, 598--619 (2021; Zbl 07786218) Full Text: DOI
Rezvani, Salim; Wang, Xizhao Class imbalance learning using fuzzy ART and intuitionistic fuzzy twin support vector machines. (English) Zbl 07779157 Inf. Sci. 578, 659-682 (2021). MSC: 68T05 62H30 62H86 PDFBibTeX XMLCite \textit{S. Rezvani} and \textit{X. Wang}, Inf. Sci. 578, 659--682 (2021; Zbl 07779157) Full Text: DOI
Sewwandi, M. A. N. D.; Li, Yuefeng; Zhang, Jinglan Automated granule discovery in continuous data for feature selection. (English) Zbl 07779139 Inf. Sci. 578, 323-343 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{M. A. N. D. Sewwandi} et al., Inf. Sci. 578, 323--343 (2021; Zbl 07779139) Full Text: DOI
Salehi, Fariba; Keyvanpour, Mohammad Reza; Sharifi, Arash GT2-CFC: general type-2 collaborative fuzzy clustering method. (English) Zbl 07779138 Inf. Sci. 578, 297-322 (2021). MSC: 62H30 62H86 PDFBibTeX XMLCite \textit{F. Salehi} et al., Inf. Sci. 578, 297--322 (2021; Zbl 07779138) Full Text: DOI
Wei, Dong; Shen, Xiaobo; Sun, Quansen; Gao, Xizhan; Ren, Zhenwen Adaptive graph guided concept factorization on Grassmann manifold. (English) Zbl 07775806 Inf. Sci. 576, 725-742 (2021). MSC: 68T09 62H30 62H35 62R07 62R30 PDFBibTeX XMLCite \textit{D. Wei} et al., Inf. Sci. 576, 725--742 (2021; Zbl 07775806) Full Text: DOI
Nguyen, Dang; Gupta, Sunil; Rana, Santu; Shilton, Alistair; Venkatesh, Svetha Fairness improvement for black-box classifiers with Gaussian process. (English) Zbl 07775796 Inf. Sci. 576, 542-556 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{D. Nguyen} et al., Inf. Sci. 576, 542--556 (2021; Zbl 07775796) Full Text: DOI
Su, Yuting; Xu, Junyu; Hong, Daozheng; Fan, Fugui; Zhang, Jing; Jing, Peiguang Deep low-rank matrix factorization with latent correlation estimation for micro-video multi-label classification. (English) Zbl 1528.62034 Inf. Sci. 575, 587-598 (2021). MSC: 62H30 15A23 68T05 PDFBibTeX XMLCite \textit{Y. Su} et al., Inf. Sci. 575, 587--598 (2021; Zbl 1528.62034) Full Text: DOI
Chen, Yunjie; Cheng, Ning; Cai, Mao; Cao, Chunzheng; Yang, Jianwei; Zhang, Zhichao A spatially constrained asymmetric Gaussian mixture model for image segmentation. (English) Zbl 07775640 Inf. Sci. 575, 41-65 (2021). MSC: 68U10 62H30 PDFBibTeX XMLCite \textit{Y. Chen} et al., Inf. Sci. 575, 41--65 (2021; Zbl 07775640) Full Text: DOI
Mishra, Gaurav; Kar, Amit Kumar; Mishra, Amaresh Chandra; Mohanty, Sraban Kumar; Panda, M. K. SEND: a novel dissimilarity metric using ensemble properties of the feature space for clustering numerical data. (English) Zbl 07775611 Inf. Sci. 574, 279-296 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{G. Mishra} et al., Inf. Sci. 574, 279--296 (2021; Zbl 07775611) Full Text: DOI
He, Zhenying; Wang, Lu; Lu, Chang; Jing, Yinan; Zhang, Kai; Han, Weili; Li, Jianxin; Liu, Chengfei; Wang, X. Sean Efficiently answering top-k frequent term queries in temporal-categorical range. (English) Zbl 07775609 Inf. Sci. 574, 238-258 (2021). MSC: 68P15 62H30 68P20 PDFBibTeX XMLCite \textit{Z. He} et al., Inf. Sci. 574, 238--258 (2021; Zbl 07775609) Full Text: DOI
Li, Yanmeng; Sun, Huaijiang; Yan, Wenzhu; Cui, Qiongjie R-CTSVM+: robust capped \(\mathrm{L}_1\)-norm twin support vector machine with privileged information. (English) Zbl 07775597 Inf. Sci. 574, 12-32 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Li} et al., Inf. Sci. 574, 12--32 (2021; Zbl 07775597) Full Text: DOI
Guo, Li; Zhang, Xiaoqian; Liu, Zhigui; Xue, Xuqian; Wang, Qian; Zheng, Shijian Robust subspace clustering based on automatic weighted multiple kernel learning. (English) Zbl 07775536 Inf. Sci. 573, 453-474 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{L. Guo} et al., Inf. Sci. 573, 453--474 (2021; Zbl 07775536) Full Text: DOI
Xue, Yangtao; Zhang, Li Laplacian pair-weight vector projection for semi-supervised learning. (English) Zbl 07775509 Inf. Sci. 573, 1-19 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Xue} and \textit{L. Zhang}, Inf. Sci. 573, 1--19 (2021; Zbl 07775509) Full Text: DOI
Denœux, Thierry NN-EVCLUS: neural network-based evidential clustering. (English) Zbl 1528.68372 Inf. Sci. 572, 297-330 (2021). MSC: 68T37 62H30 68T05 PDFBibTeX XMLCite \textit{T. Denœux}, Inf. Sci. 572, 297--330 (2021; Zbl 1528.68372) Full Text: DOI arXiv
Rastin, Niloofar; Taheri, Mohammad; Jahromi, Mansoor Zolghadri A stacking weighted \(k\)-nearest neighbour with thresholding. (English) Zbl 07769027 Inf. Sci. 571, 605-622 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{N. Rastin} et al., Inf. Sci. 571, 605--622 (2021; Zbl 07769027) Full Text: DOI
Dinh, Duy-Tai; Huynh, Van-Nam; Sriboonchitta, Songsak Clustering mixed numerical and categorical data with missing values. (English) Zbl 07769018 Inf. Sci. 571, 418-442 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{D.-T. Dinh} et al., Inf. Sci. 571, 418--442 (2021; Zbl 07769018) Full Text: DOI
Du, Mingjing; Wang, Ru; Ji, Ru; Wang, Xia; Dong, Yongquan ROBP a robust border-peeling clustering using Cauchy kernel. (English) Zbl 07769016 Inf. Sci. 571, 375-400 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{M. Du} et al., Inf. Sci. 571, 375--400 (2021; Zbl 07769016) Full Text: DOI
Prasad, Subhash Chandra; Balasundaram, S. On Lagrangian L2-norm pinball twin bounded support vector machine via unconstrained convex minimization. (English) Zbl 07769011 Inf. Sci. 571, 279-302 (2021). MSC: 68T05 62H30 90C90 PDFBibTeX XMLCite \textit{S. C. Prasad} and \textit{S. Balasundaram}, Inf. Sci. 571, 279--302 (2021; Zbl 07769011) Full Text: DOI
Peng, Yong; Zhu, Xin; Nie, Feiping; Kong, Wanzeng; Ge, Yuan Fuzzy graph clustering. (English) Zbl 07768998 Inf. Sci. 571, 38-49 (2021). MSC: 68R10 05C50 05C72 62H30 PDFBibTeX XMLCite \textit{Y. Peng} et al., Inf. Sci. 571, 38--49 (2021; Zbl 07768998) Full Text: DOI
Zhang, Yiling; Wang, Hao; Yang, Yan; Zhou, Wei; Li, Tianrui; Ouyang, Xiaocao; Chen, Hongyang Deep matrix factorization with knowledge transfer for lifelong clustering and semi-supervised clustering. (English) Zbl 07768991 Inf. Sci. 570, 795-814 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Inf. Sci. 570, 795--814 (2021; Zbl 07768991) Full Text: DOI
Ren, Zhenwen; Li, Xingfeng; Mukherjee, Mithun; Huang, Yuqing; Sun, Quansen; Huang, Zhen Robust multi-view graph clustering in latent energy-preserving embedding space. (English) Zbl 07768938 Inf. Sci. 569, 582-595 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Ren} et al., Inf. Sci. 569, 582--595 (2021; Zbl 07768938) Full Text: DOI
Nath, Keshab; Shanmugam, Ram; Varadaranjan, Vijayakumar ma-CODE: a multi-phase approach on community detection in evolving networks. (English) Zbl 07768924 Inf. Sci. 569, 326-343 (2021). MSC: 68T10 05C82 62H30 68R10 91D30 PDFBibTeX XMLCite \textit{K. Nath} et al., Inf. Sci. 569, 326--343 (2021; Zbl 07768924) Full Text: DOI
Zhou, Qing; Hao, Jin-Kao; Wu, Qinghua Responsive threshold search based memetic algorithm for balanced minimum sum-of-squares clustering. (English) Zbl 07768917 Inf. Sci. 569, 184-204 (2021). MSC: 68T10 62H30 68T05 68T20 PDFBibTeX XMLCite \textit{Q. Zhou} et al., Inf. Sci. 569, 184--204 (2021; Zbl 07768917) Full Text: DOI
Gu, Xiaowei; Li, Miqing A multi-granularity locally optimal prototype-based approach for classification. (English) Zbl 07768916 Inf. Sci. 569, 157-183 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{X. Gu} and \textit{M. Li}, Inf. Sci. 569, 157--183 (2021; Zbl 07768916) Full Text: DOI
Zhang, Zuo-wei; Liu, Zhe; Ma, Zong-fa; He, Ji-huan; Zhu, Xing-yu Evidence integration credal classification algorithm versus missing data distributions. (English) Zbl 07768909 Inf. Sci. 569, 39-54 (2021). MSC: 68T10 62D10 62H30 PDFBibTeX XMLCite \textit{Z.-w. Zhang} et al., Inf. Sci. 569, 39--54 (2021; Zbl 07768909) Full Text: DOI
Guo, Jia-Nan; Mao, Xian-Ling; Lin, Shu-Yang; Wei, Wei; Huang, Heyan Deep kernel supervised hashing for node classification in structural networks. (English) Zbl 1528.68355 Inf. Sci. 569, 1-12 (2021). MSC: 68T07 62H30 68R10 PDFBibTeX XMLCite \textit{J.-N. Guo} et al., Inf. Sci. 569, 1--12 (2021; Zbl 1528.68355) Full Text: DOI arXiv
Guo, Shunxin; Zhao, Hong; Yang, Wenyuan Hierarchical feature selection with multi-granularity clustering structure. (English) Zbl 1527.68176 Inf. Sci. 568, 448-462 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Guo} et al., Inf. Sci. 568, 448--462 (2021; Zbl 1527.68176) Full Text: DOI
Yu, Xiao; Liu, Hui; Wu, Yan; Zhang, Caiming Fine-grained similarity fusion for multi-view spectral clustering. (English) Zbl 1527.68201 Inf. Sci. 568, 350-368 (2021). MSC: 68T05 62H30 68T45 PDFBibTeX XMLCite \textit{X. Yu} et al., Inf. Sci. 568, 350--368 (2021; Zbl 1527.68201) Full Text: DOI
Hussain, Syed Fawad; Maab, Iffat Clustering probabilistic graphs using neighbourhood paths. (English) Zbl 1527.68181 Inf. Sci. 568, 216-238 (2021). MSC: 68T05 62H30 68W50 PDFBibTeX XMLCite \textit{S. F. Hussain} and \textit{I. Maab}, Inf. Sci. 568, 216--238 (2021; Zbl 1527.68181) Full Text: DOI
Hu, Weibo; Chen, Chuan; Ye, Fanghua; Zheng, Zibin; Du, Yunfei Learning deep discriminative representations with pseudo supervision for image clustering. (English) Zbl 1527.68182 Inf. Sci. 568, 199-215 (2021). MSC: 68T05 62H30 62H35 68T45 PDFBibTeX XMLCite \textit{W. Hu} et al., Inf. Sci. 568, 199--215 (2021; Zbl 1527.68182) Full Text: DOI
Zhong, Weichan; Chen, Xiaojun; Nie, Feiping; Huang, Joshua Zhexue Adaptive discriminant analysis for semi-supervised feature selection. (English) Zbl 1527.68203 Inf. Sci. 566, 178-194 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{W. Zhong} et al., Inf. Sci. 566, 178--194 (2021; Zbl 1527.68203) Full Text: DOI
Pramanik, Anima; Sarkar, Sobhan; Maiti, J.; Mitra, Pabitra RT-GSOM: rough tolerance growing self-organizing map. (English) Zbl 1527.68191 Inf. Sci. 566, 19-37 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{A. Pramanik} et al., Inf. Sci. 566, 19--37 (2021; Zbl 1527.68191) Full Text: DOI
Li, Junnan; Zhu, Qingsheng; Wu, Quanwang; Fan, Zhu A novel oversampling technique for class-imbalanced learning based on SMOTE and natural neighbors. (English) Zbl 1527.68185 Inf. Sci. 565, 438-455 (2021). MSC: 68T05 62D05 62H30 PDFBibTeX XMLCite \textit{J. Li} et al., Inf. Sci. 565, 438--455 (2021; Zbl 1527.68185) Full Text: DOI
Tarkhaneh, Omid; Nguyen, Thanh Thi; Mazaheri, Samaneh A novel wrapper-based feature subset selection method using modified binary differential evolution algorithm. (English) Zbl 1527.68194 Inf. Sci. 565, 278-305 (2021). MSC: 68T05 62H30 68T20 68W50 PDFBibTeX XMLCite \textit{O. Tarkhaneh} et al., Inf. Sci. 565, 278--305 (2021; Zbl 1527.68194) Full Text: DOI
Wang, Wenyang; Sun, Dongchu The improved AdaBoost algorithms for imbalanced data classification. (English) Zbl 1527.68199 Inf. Sci. 563, 358-374 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{W. Wang} and \textit{D. Sun}, Inf. Sci. 563, 358--374 (2021; Zbl 1527.68199) Full Text: DOI
Wang, Haiyan; Han, Guoqiang; Li, Junyu; Zhang, Bin; Chen, Jiazhou; Hu, Yu; Han, Chu; Cai, Hongmin Learning task-driving affinity matrix for accurate multi-view clustering through tensor subspace learning. (English) Zbl 1527.68197 Inf. Sci. 563, 290-308 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{H. Wang} et al., Inf. Sci. 563, 290--308 (2021; Zbl 1527.68197) Full Text: DOI
Li, Yuanrui; Zhao, Qiuhong; Luo, Kaiping Multi-objective soft subspace clustering in the composite kernel space. (English) Zbl 1527.68186 Inf. Sci. 563, 23-39 (2021). MSC: 68T05 62H30 68W50 90C90 PDFBibTeX XMLCite \textit{Y. Li} et al., Inf. Sci. 563, 23--39 (2021; Zbl 1527.68186) Full Text: DOI
Kusunoki, Yoshifumi; Błaszczyński, Jerzy; Inuiguchi, Masahiro; Słowiński, Roman Empirical risk minimization for dominance-based rough set approaches. (English) Zbl 1523.68097 Inf. Sci. 567, 395-417 (2021). MSC: 68T37 62H30 68T05 PDFBibTeX XMLCite \textit{Y. Kusunoki} et al., Inf. Sci. 567, 395--417 (2021; Zbl 1523.68097) Full Text: DOI
Shi, Qing; Chen, Feng; Li, Xinyu; Duan, Shukai Distributed adaptive clustering learning over time-varying multitask networks. (English) Zbl 1524.68298 Inf. Sci. 567, 278-297 (2021). MSC: 68T05 62H30 68W15 PDFBibTeX XMLCite \textit{Q. Shi} et al., Inf. Sci. 567, 278--297 (2021; Zbl 1524.68298) Full Text: DOI
Liu, Dun The effectiveness of three-way classification with interpretable perspective. (English) Zbl 1523.68065 Inf. Sci. 567, 237-255 (2021). MSC: 68T05 62H30 68T37 PDFBibTeX XMLCite \textit{D. Liu}, Inf. Sci. 567, 237--255 (2021; Zbl 1523.68065) Full Text: DOI
Wang, Shiping; Wang, Zhewen; Guo, Wenzhong Accelerated manifold embedding for multi-view semi-supervised classification. (English) Zbl 1523.68073 Inf. Sci. 562, 438-451 (2021). MSC: 68T05 62H30 62R30 PDFBibTeX XMLCite \textit{S. Wang} et al., Inf. Sci. 562, 438--451 (2021; Zbl 1523.68073) Full Text: DOI
Zou, Haodong; Duan, Zhen; Guo, Xinru; Zhao, Shu; Chen, Jie; Zhang, Yanping; Tang, Jie On embedding sequence correlations in attributed network for semi-supervised node classification. (English) Zbl 1523.68085 Inf. Sci. 562, 385-397 (2021). MSC: 68T07 62H30 PDFBibTeX XMLCite \textit{H. Zou} et al., Inf. Sci. 562, 385--397 (2021; Zbl 1523.68085) Full Text: DOI
Peng, Chong; Zhang, Zhilu; Kang, Zhao; Chen, Chenglizhao; Cheng, Qiang Nonnegative matrix factorization with local similarity learning. (English) Zbl 1523.68068 Inf. Sci. 562, 325-346 (2021). MSC: 68T05 15A23 62H30 PDFBibTeX XMLCite \textit{C. Peng} et al., Inf. Sci. 562, 325--346 (2021; Zbl 1523.68068) Full Text: DOI arXiv
Zeng, Huanze; Chen, Argon Binary multi-layer classifier. (English) Zbl 1523.68075 Inf. Sci. 562, 220-239 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{H. Zeng} and \textit{A. Chen}, Inf. Sci. 562, 220--239 (2021; Zbl 1523.68075) Full Text: DOI
Ju, Fujiao; Sun, Yanfeng; Gao, Junbin; Hu, Yongli; Yin, Baocai Kronecker-decomposable robust probabilistic tensor discriminant analysis. (English) Zbl 1523.62056 Inf. Sci. 561, 196-210 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{F. Ju} et al., Inf. Sci. 561, 196--210 (2021; Zbl 1523.62056) Full Text: DOI
Kulczycki, Piotr; Franus, Krystian Methodically unified procedures for a conditional approach to outlier detection, clustering, and classification. (English) Zbl 1484.62078 Inf. Sci. 560, 504-527 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{P. Kulczycki} and \textit{K. Franus}, Inf. Sci. 560, 504--527 (2021; Zbl 1484.62078) Full Text: DOI
d’Errico, Maria; Facco, Elena; Laio, Alessandro; Rodriguez, Alex Automatic topography of high-dimensional data sets by non-parametric density peak clustering. (English) Zbl 1484.62075 Inf. Sci. 560, 476-492 (2021). MSC: 62H30 62G07 PDFBibTeX XMLCite \textit{M. d'Errico} et al., Inf. Sci. 560, 476--492 (2021; Zbl 1484.62075) Full Text: DOI arXiv
Chauhan, Ram Surat; Ghosh, Debdas Erratum to: “Extended Karush-Kuhn-Tucker condition for constrained interval optimization problems and its application in support vector machines”. (English) Zbl 1484.90108 Inf. Sci. 559, 309-313 (2021). MSC: 90C30 62H30 90C46 90C70 PDFBibTeX XMLCite \textit{R. S. Chauhan} and \textit{D. Ghosh}, Inf. Sci. 559, 309--313 (2021; Zbl 1484.90108) Full Text: DOI
Zheng, Xiaohan; Zhang, Li; Yan, Leilei CTSVM: a robust twin support vector machine with correntropy-induced loss function for binary classification problems. (English) Zbl 1484.68201 Inf. Sci. 559, 22-45 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{X. Zheng} et al., Inf. Sci. 559, 22--45 (2021; Zbl 1484.68201) Full Text: DOI
Machicao, Jeaneth; Ngo, Quynh Quang; Molchanov, Vladimir; Linsen, Lars; Bruno, Odemir A visual analysis method of randomness for classifying and ranking pseudo-random number generators. (English) Zbl 1484.62028 Inf. Sci. 558, 1-20 (2021). MSC: 62F07 62H30 62M10 65C10 PDFBibTeX XMLCite \textit{J. Machicao} et al., Inf. Sci. 558, 1--20 (2021; Zbl 1484.62028) Full Text: DOI
Xia, Yuelong; Chen, Ke; Yang, Yun Multi-label classification with weighted classifier selection and stacked ensemble. (English) Zbl 1484.62084 Inf. Sci. 557, 421-442 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{Y. Xia} et al., Inf. Sci. 557, 421--442 (2021; Zbl 1484.62084) Full Text: DOI Link
Ma, Yan; Lin, Hongren; Wang, Yan; Huang, Hui; He, Xiaofu A multi-stage hierarchical clustering algorithm based on centroid of tree and cut edge constraint. (English) Zbl 1484.62082 Inf. Sci. 557, 194-219 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{Y. Ma} et al., Inf. Sci. 557, 194--219 (2021; Zbl 1484.62082) Full Text: DOI
Liu, Nana; Xu, Zeshui; Zeng, Xiao-Jun; Ren, Peijia An agglomerative hierarchical clustering algorithm for linear ordinal rankings. (English) Zbl 1484.62080 Inf. Sci. 557, 170-193 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{N. Liu} et al., Inf. Sci. 557, 170--193 (2021; Zbl 1484.62080) Full Text: DOI
Kuo, R. J.; Zheng, Y. R.; Nguyen, Thi Phuong Quyen Metaheuristic-based possibilistic fuzzy \(k\)-modes algorithms for categorical data clustering. (English) Zbl 1484.62079 Inf. Sci. 557, 1-15 (2021). MSC: 62H30 62H86 68W50 PDFBibTeX XMLCite \textit{R. J. Kuo} et al., Inf. Sci. 557, 1--15 (2021; Zbl 1484.62079) Full Text: DOI
Wu, Yanping; Zhang, Yinghui; Wang, Hongjun; Deng, Ping; Li, Tianrui Enhanced clustering embedded in curvilinear distance analysis guided by pairwise constraints. (English) Zbl 1484.62083 Inf. Sci. 556, 111-127 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{Y. Wu} et al., Inf. Sci. 556, 111--127 (2021; Zbl 1484.62083) Full Text: DOI
de A. T. de Carvalho, Francisco; de A. Lima Neto, Eufrásio; da Silva, Kassio C. F. A clusterwise nonlinear regression algorithm for interval-valued data. (English) Zbl 1484.62089 Inf. Sci. 555, 357-385 (2021). MSC: 62J02 62H30 PDFBibTeX XMLCite \textit{F. de A. T. de Carvalho} et al., Inf. Sci. 555, 357--385 (2021; Zbl 1484.62089) Full Text: DOI
Chen, Ling; Chen, Donghui; Yang, Fan; Sun, Jianling A deep multi-task representation learning method for time series classification and retrieval. (English) Zbl 1484.62110 Inf. Sci. 555, 17-32 (2021). MSC: 62M10 62H30 68T07 PDFBibTeX XMLCite \textit{L. Chen} et al., Inf. Sci. 555, 17--32 (2021; Zbl 1484.62110) Full Text: DOI
Wang, Ran; Ye, Suhe; Li, Ke; Kwong, Sam Bayesian network based label correlation analysis for multi-label classifier chain. (English) Zbl 1484.68198 Inf. Sci. 554, 256-275 (2021). MSC: 68T05 62H22 62H30 PDFBibTeX XMLCite \textit{R. Wang} et al., Inf. Sci. 554, 256--275 (2021; Zbl 1484.68198) Full Text: DOI arXiv
Chen, Baiyun; Xia, Shuyin; Chen, Zizhong; Wang, Binggui; Wang, Guoyin RSMOTE: a self-adaptive robust SMOTE for imbalanced problems with label noise. (English) Zbl 1483.68283 Inf. Sci. 553, 397-428 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{B. Chen} et al., Inf. Sci. 553, 397--428 (2021; Zbl 1483.68283) Full Text: DOI
Zhang, Ping; Gao, Wanfu; Hu, Juncheng; Li, Yonghao Multi-label feature selection based on the division of label topics. (English) Zbl 1483.68329 Inf. Sci. 553, 129-153 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{P. Zhang} et al., Inf. Sci. 553, 129--153 (2021; Zbl 1483.68329) Full Text: DOI
Ortega, Fernando; Lara-Cabrera, Raúl; González-Prieto, Ángel; Bobadilla, Jesús Providing reliability in recommender systems through Bernoulli matrix factorization. (English) Zbl 1483.68398 Inf. Sci. 553, 110-128 (2021). MSC: 68T35 15A23 62H30 PDFBibTeX XMLCite \textit{F. Ortega} et al., Inf. Sci. 553, 110--128 (2021; Zbl 1483.68398) Full Text: DOI arXiv
Barella, Victor H.; Garcia, Luís P. F.; de Souto, Marcilio C. P.; Lorena, Ana C.; de Carvalho, André C. P. L. F. Assessing the data complexity of imbalanced datasets. (English) Zbl 1483.68275 Inf. Sci. 553, 83-109 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{V. H. Barella} et al., Inf. Sci. 553, 83--109 (2021; Zbl 1483.68275) Full Text: DOI
Zhang, Xiaofeng; Sun, Yujuan; Liu, Hui; Hou, Zhongjun; Zhao, Feng; Zhang, Caiming Improved clustering algorithms for image segmentation based on non-local information and back projection. (English) Zbl 1483.68478 Inf. Sci. 550, 129-144 (2021). MSC: 68U10 62H30 62H35 62H86 PDFBibTeX XMLCite \textit{X. Zhang} et al., Inf. Sci. 550, 129--144 (2021; Zbl 1483.68478) Full Text: DOI
Zhang, Chen; Tang, Zhuo; Zuo, Youfei; Li, Kenli; Li, Keqin A robust generative classifier against transfer attacks based on variational auto-encoders. (English) Zbl 1483.68349 Inf. Sci. 550, 57-70 (2021). MSC: 68T07 62H30 94A60 PDFBibTeX XMLCite \textit{C. Zhang} et al., Inf. Sci. 550, 57--70 (2021; Zbl 1483.68349) Full Text: DOI
Peng, Xinjun; Xu, Dong; Chen, De Robust distribution-based nonnegative matrix factorizations for dimensionality reduction. (English) Zbl 1483.68313 Inf. Sci. 552, 244-260 (2021). MSC: 68T05 15A23 62H30 68T09 PDFBibTeX XMLCite \textit{X. Peng} et al., Inf. Sci. 552, 244--260 (2021; Zbl 1483.68313) Full Text: DOI
Zhou, Han; Yin, Hongpeng; Li, Yanxia; Chai, Yi Multiview clustering via exclusive non-negative subspace learning and constraint propagation. (English) Zbl 1484.62087 Inf. Sci. 552, 102-117 (2021). MSC: 62H30 68T05 PDFBibTeX XMLCite \textit{H. Zhou} et al., Inf. Sci. 552, 102--117 (2021; Zbl 1484.62087) Full Text: DOI
Zhang, Zichen; Ding, Shifei; Sun, Yuting MBSVR: multiple birth support vector regression. (English) Zbl 1483.68331 Inf. Sci. 552, 65-79 (2021). MSC: 68T05 62H30 62J02 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Inf. Sci. 552, 65--79 (2021; Zbl 1483.68331) Full Text: DOI
Zhang, Ying; Zhou, Baohang; Ding, Xiaoke; Ouyang, Jiawei; Cai, Xiangrui; Gao, Jinyang; Yuan, Xiaojie Adversarially learned one-class novelty detection with confidence estimation. (English) Zbl 1483.68330 Inf. Sci. 552, 48-64 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Inf. Sci. 552, 48--64 (2021; Zbl 1483.68330) Full Text: DOI
Zhou, Fan; Qi, Xiuxiu; Xiao, Chunjing; Wang, Jiahao Metarisk: semi-supervised few-shot operational risk classification in banking industry. (English) Zbl 1486.91088 Inf. Sci. 552, 1-16 (2021). MSC: 91G45 91G70 62H30 68T05 PDFBibTeX XMLCite \textit{F. Zhou} et al., Inf. Sci. 552, 1--16 (2021; Zbl 1486.91088) Full Text: DOI
Liu, Xinxin; Zhou, Yucan; Zhao, Hong Robust hierarchical feature selection driven by data and knowledge. (English) Zbl 1484.62081 Inf. Sci. 551, 341-357 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{X. Liu} et al., Inf. Sci. 551, 341--357 (2021; Zbl 1484.62081) Full Text: DOI
Zhang, Xiaoqian; Ren, Zhenwen; Sun, Huaijiang; Bai, Keqiang; Feng, Xinghua; Liu, Zhigui Multiple kernel low-rank representation-based robust multi-view subspace clustering. (English) Zbl 1484.62085 Inf. Sci. 551, 324-340 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{X. Zhang} et al., Inf. Sci. 551, 324--340 (2021; Zbl 1484.62085) Full Text: DOI
Qin, Meng; Lei, Kai Dual-channel hybrid community detection in attributed networks. (English) Zbl 1483.68314 Inf. Sci. 551, 146-167 (2021). MSC: 68T05 05C82 15A23 62H30 68R10 PDFBibTeX XMLCite \textit{M. Qin} and \textit{K. Lei}, Inf. Sci. 551, 146--167 (2021; Zbl 1483.68314) Full Text: DOI
Ubukata, Seiki; Notsu, Akira; Honda, Katsuhiro Objective function-based rough membership C-means clustering. (English) Zbl 1475.62195 Inf. Sci. 548, 479-496 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{S. Ubukata} et al., Inf. Sci. 548, 479--496 (2021; Zbl 1475.62195) Full Text: DOI
Nápoles, Gonzalo; Jastrzȩbska, Agnieszka; Salgueiro, Yamisleydi Pattern classification with evolving long-term cognitive networks. (English) Zbl 1475.68330 Inf. Sci. 548, 461-478 (2021). MSC: 68T10 62H30 68T07 PDFBibTeX XMLCite \textit{G. Nápoles} et al., Inf. Sci. 548, 461--478 (2021; Zbl 1475.68330) Full Text: DOI
Seo, Jung Hyuk; Kim, Myoung Ho Finding influential communities in networks with multiple influence types. (English) Zbl 1475.62193 Inf. Sci. 548, 254-274 (2021). MSC: 62H30 05C82 PDFBibTeX XMLCite \textit{J. H. Seo} and \textit{M. H. Kim}, Inf. Sci. 548, 254--274 (2021; Zbl 1475.62193) Full Text: DOI
Fradi, A.; Feunteun, Y.; Samir, C.; Baklouti, M.; Bachoc, F.; Loubes, J.-M. Bayesian regression and classification using Gaussian process priors indexed by probability density functions. (English) Zbl 1479.62097 Inf. Sci. 548, 56-68 (2021). MSC: 62R30 62B11 62H30 62F15 60G15 PDFBibTeX XMLCite \textit{A. Fradi} et al., Inf. Sci. 548, 56--68 (2021; Zbl 1479.62097) Full Text: DOI arXiv
Guan, Boxin; Zhao, Yuhai; Yin, Ying; Li, Yuan A differential evolution based feature combination selection algorithm for high-dimensional data. (English) Zbl 1475.62187 Inf. Sci. 547, 870-886 (2021). MSC: 62H30 68W50 PDFBibTeX XMLCite \textit{B. Guan} et al., Inf. Sci. 547, 870--886 (2021; Zbl 1475.62187) Full Text: DOI
Zhou, Yu; Zhang, Wenjun; Kang, Junhao; Zhang, Xiao; Wang, Xu A problem-specific non-dominated sorting genetic algorithm for supervised feature selection. (English) Zbl 1475.62202 Inf. Sci. 547, 841-859 (2021). MSC: 62H30 68W50 90C29 90C59 PDFBibTeX XMLCite \textit{Y. Zhou} et al., Inf. Sci. 547, 841--859 (2021; Zbl 1475.62202) Full Text: DOI
Jiang, Feng; Yu, Xu; Du, Junwei; Gong, Dunwei; Zhang, Youqiang; Peng, Yanjun Ensemble learning based on approximate reducts and bootstrap sampling. (English) Zbl 1475.68275 Inf. Sci. 547, 797-813 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{F. Jiang} et al., Inf. Sci. 547, 797--813 (2021; Zbl 1475.68275) Full Text: DOI
Kumar Sharma, Krishna; Seal, Ayan Multi-view spectral clustering for uncertain objects. (English) Zbl 1479.62042 Inf. Sci. 547, 723-745 (2021). MSC: 62H30 62M15 68T05 PDFBibTeX XMLCite \textit{K. Kumar Sharma} and \textit{A. Seal}, Inf. Sci. 547, 723--745 (2021; Zbl 1479.62042) Full Text: DOI
Sun, Shiliang; Sun, Xuli; Liu, Qiuyang Multi-view Gaussian processes with posterior consistency. (English) Zbl 1479.62047 Inf. Sci. 547, 710-722 (2021). MSC: 62H30 60G15 68T05 PDFBibTeX XMLCite \textit{S. Sun} et al., Inf. Sci. 547, 710--722 (2021; Zbl 1479.62047) Full Text: DOI