Sabri, Mohammed; Verde, Rosanna; Balzanella, Antonio; Maturo, Fabrizio; Tairi, Hamid; Yahyaouy, Ali; Riffi, Jamal A novel classification algorithm based on the synergy between dynamic clustering with adaptive distances and K-nearest neighbors. (English) Zbl 07913830 J. Classif. 41, No. 2, 264-288 (2024). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Xiang, Si-Jia; Li, Heng-Chao; Yang, Jing-Hua; Feng, Xin-Ru Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization. (English) Zbl 07854162 Inf. Sci. 667, Article ID 120458, 18 p. (2024). MSC: 68-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Xiao, Yanshan; Chen, Junfeng; Liu, Bo; Zhao, Liang; Kong, Xiangjun; Hao, Zhifeng A new multi-view multi-label model with privileged information learning. (English) Zbl 07791062 Inf. Sci. 656, Article ID 119911, 21 p. (2024). MSC: 68-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Han, Qingqi; Hu, Liang; Gao, Wanfu Feature relevance and redundancy coefficients for multi-view multi-label feature selection. (English) Zbl 07759675 Inf. Sci. 652, Article ID 119747, 19 p. (2024). MSC: 68-XX 94-XX × Cite Format Result Cite Review PDF Full Text: DOI
Guo, Xinyao; Li, Lin; Dang, Chuangyin; Liang, Jiye; Wei, Wei Multiple metric learning via local metric fusion. (English) Zbl 07834477 Inf. Sci. 621, 341-353 (2023). MSC: 68-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Bo; Peng, Tiantian; Xiao, Yanshan; Zhao, Shilei; Sun, Peng; Li, Xiaokai; Zheng, Zhiyu; Huang, Yongsheng Self-paced multi-view positive and unlabeled graph learning with auxiliary information. (English) Zbl 1541.68320 Inf. Sci. 642, Article ID 119146, 13 p. (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Huajun; Li, Genghui; Wang, Zhenkun Fast SVM classifier for large-scale classification problems. (English) Zbl 07833420 Inf. Sci. 642, Article ID 119136, 23 p. (2023). MSC: 68-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Huiru; Zhu, Jiayi; Feng, Feng Elastic net twin support vector machine and its safe screening rules. (English) Zbl 07832142 Inf. Sci. 635, 99-125 (2023). MSC: 68-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Li, Chenglu; Che, Hangjun; Leung, Man-Fai; Liu, Cheng; Yan, Zheng Robust multi-view non-negative matrix factorization with adaptive graph and diversity constraints. (English) Zbl 07832124 Inf. Sci. 634, 587-607 (2023). MSC: 68-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhu, Fa; Chen, Xingchi; Gao, Xizhan; Ye, Weidu; Zhao, Hai; Vasilakos, Athanasios V. Constraint-weighted support vector ordinal regression to resist constraint noises. (English) Zbl 07752512 Inf. Sci. 649, Article ID 119644, 17 p. (2023). MSC: 68T05 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Jiang, Bingbing; Xiang, Junhao; Wu, Xingyu; Wang, Yadi; Chen, Huanhuan; Cao, Weiwei; Sheng, Weiguo Robust multi-view learning via adaptive regression. (English) Zbl 07825484 Inf. Sci. 610, 916-937 (2022). MSC: 68T05 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Bo; Huang, Ruiguang; Xiao, Yanshan; Liu, Junrui; Wang, Kai; Li, Liangjiao; Chen, Qihang Adaptive robust AdaBoost-based twin support vector machine with Universum data. (English) Zbl 1541.68318 Inf. Sci. 609, 1334-1352 (2022). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Pang, Xinying; Zhang, Ying; Xu, Yitian A novel multi-task twin-hypersphere support vector machine for classification. (English) Zbl 07810815 Inf. Sci. 598, 37-56 (2022). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF 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: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI OA License
Peng, Siyuan; Yang, Zhijing; Ling, Bingo Wing-Kuen; Chen, Badong; Lin, Zhiping Dual semi-supervised convex nonnegative matrix factorization for data representation. (English) Zbl 1532.68083 Inf. Sci. 585, 571-593 (2022). MSC: 68T05 62H30 68T09 65F15 65F25 15A23 × Cite Format Result Cite Review PDF Full Text: DOI
Feng, Panpan; Fu, Jie; Ge, Zhaoyang; Wang, Haiyan; Zhou, Yanjie; Zhou, Bing; Wang, Zongmin Unsupervised semantic-aware adaptive feature fusion network for arrhythmia detection. (English) Zbl 1531.92048 Inf. Sci. 582, 509-528 (2022). MSC: 92C55 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Hu, Zhanxuan; Wu, Danyang; Nie, Feiping; Wang, Rong Generalization bottleneck in deep metric learning. (English) Zbl 1535.68293 Inf. Sci. 581, 249-261 (2021). MSC: 68T07 68T09 × Cite Format Result Cite Review PDF 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 1531.68108 Inf. Sci. 570, 795-814 (2021). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv