Jiang, Yizhang; Deng, Zhaohong; Choi, Kup-Sze; Chung, Fu-Lai; Wang, Shitong A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification. (English) Zbl 1427.68266 Inf. Sci. 357, 39-60 (2016). MSC: 68T05 62H30 62H86 PDFBibTeX XMLCite \textit{Y. Jiang} et al., Inf. Sci. 357, 39--60 (2016; Zbl 1427.68266) Full Text: DOI
Zhang, Zhancheng; Luo, Xiaoqing; Chung, Fu-Lai; Wang, Shitong A local and global classification machine with collaborative mechanism. (English) Zbl 1425.68363 PAA, Pattern Anal. Appl. 19, No. 2, 385-396 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} et al., PAA, Pattern Anal. Appl. 19, No. 2, 385--396 (2016; Zbl 1425.68363) Full Text: DOI
Huang, Chengquan; Chung, Fu-lai; Wang, Shitong Multi-view L2-SVM and its multi-view core vector machine. (English) Zbl 1414.68060 Neural Netw. 75, 110-125 (2016). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Huang} et al., Neural Netw. 75, 110--125 (2016; Zbl 1414.68060) Full Text: DOI
Dong, Aimei; Chung, Fu-lai; Wang, Shitong Semi-supervised classification method through oversampling and common hidden space. (English) Zbl 1398.68434 Inf. Sci. 349-350, 216-228 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{A. Dong} et al., Inf. Sci. 349--350, 216--228 (2016; Zbl 1398.68434) Full Text: DOI
Hang, Wenlong; Chung, Fu-lai; Wang, Shitong Transfer affinity propagation-based clustering. (English) Zbl 1398.68438 Inf. Sci. 348, 337-356 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{W. Hang} et al., Inf. Sci. 348, 337--356 (2016; Zbl 1398.68438) Full Text: DOI
Wang, Jun; Deng, Zhaohong; Choi, Kup-Sze; Jiang, Yizhang; Luo, Xiaoqing; Chung, Fu-Lai; Wang, Shitong Distance metric learning for soft subspace clustering in composite kernel space. (English) Zbl 1394.68317 Pattern Recognition 52, 113-134 (2016). MSC: 68T05 62H30 62H86 PDFBibTeX XMLCite \textit{J. Wang} et al., Pattern Recognition 52, 113--134 (2016; Zbl 1394.68317) Full Text: DOI
Hu, Wenjun; Wang, Shitong; Chung, Fu-lai; Liu, Yong; Ying, Wenhao Privacy preserving and fast decision for novelty detection using support vector data description. (English) Zbl 1382.68194 Soft Comput. 19, No. 5, 1171-1186 (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{W. Hu} et al., Soft Comput. 19, No. 5, 1171--1186 (2015; Zbl 1382.68194) Full Text: DOI
Wang, Jun; Chung, Fu-Lai; Wang, Shitong; Deng, Zhaohong Double indices-induced FCM clustering and its integration with fuzzy subspace clustering. (English) Zbl 1328.62391 PAA, Pattern Anal. Appl. 17, No. 3, 549-566 (2014). MSC: 62H30 62H86 68T10 PDFBibTeX XMLCite \textit{J. Wang} et al., PAA, Pattern Anal. Appl. 17, No. 3, 549--566 (2014; Zbl 1328.62391) Full Text: DOI
Gao, Jun; Chung, Fulai; Wang, Shitong MSAFC: matrix subspace analysis with fuzzy clustering ability. (English) Zbl 1326.68221 Soft Comput. 18, No. 6, 1143-1163 (2014). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{J. Gao} et al., Soft Comput. 18, No. 6, 1143--1163 (2014; Zbl 1326.68221) Full Text: DOI
Wang, Jun; Wang, Shitong; Chung, Fulai; Deng, Zhaohong Fuzzy partition based soft subspace clustering and its applications in high dimensional data. (English) Zbl 1320.68150 Inf. Sci. 246, 133-154 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Wang} et al., Inf. Sci. 246, 133--154 (2013; Zbl 1320.68150) Full Text: DOI
Hu, Wenjun; Chung, Fu-Lai; Wang, Shitong; Ying, Wenhao Scaling up minimum enclosing ball with total soft margin for training on large datasets. (English) Zbl 1258.68114 Neural Netw. 36, 120-128 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{W. Hu} et al., Neural Netw. 36, 120--128 (2012; Zbl 1258.68114) Full Text: DOI
Hu, Wenjun; Chung, Fu-Lai; Wang, Shitong The maximum vector-angular margin classifier and its fast training on large datasets using a core vector machine. (English) Zbl 1250.68225 Neural Netw. 27, 60-73 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{W. Hu} et al., Neural Netw. 27, 60--73 (2012; Zbl 1250.68225) Full Text: DOI
Tao, Jianwen; Chung, Fu-Lai; Wang, Shitong On minimum distribution discrepancy support vector machine for domain adaptation. (English) Zbl 1242.68252 Pattern Recognition 45, No. 11, 3962-3984 (2012). MSC: 68T05 68T10 62H30 PDFBibTeX XMLCite \textit{J. Tao} et al., Pattern Recognition 45, No. 11, 3962--3984 (2012; Zbl 1242.68252) Full Text: DOI
Wang, Xiaoming; Chung, Fu-Lai; Wang, Shitong Theoretical analysis for solution of support vector data description. (English) Zbl 1217.68190 Neural Netw. 24, No. 4, 360-369 (2011). MSC: 68T05 90C25 PDFBibTeX XMLCite \textit{X. Wang} et al., Neural Netw. 24, No. 4, 360--369 (2011; Zbl 1217.68190) Full Text: DOI
Wang, Xiaoming; Chung, Fu-Lai; Wang, Shitong On minimum class locality preserving variance support vector machine. (English) Zbl 1213.68510 Pattern Recognition 43, No. 8, 2753-2762 (2010). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Wang} et al., Pattern Recognition 43, No. 8, 2753--2762 (2010; Zbl 1213.68510) Full Text: DOI
Deng, Zhaohong; Choi, Kup-Sze; Chung, Fu-Lai; Wang, Shitong Enhanced soft subspace clustering integrating within-cluster and between-cluster information. (English) Zbl 1187.68445 Pattern Recognition 43, No. 3, 767-781 (2010). MSC: 68T10 PDFBibTeX XMLCite \textit{Z. Deng} et al., Pattern Recognition 43, No. 3, 767--781 (2010; Zbl 1187.68445) Full Text: DOI
Xie, Zhenping; Wang, Shitong; Chung, F. L. An enhanced possibilistic c-means clustering algorithm EPCM. (English) Zbl 1133.68416 Soft Comput. 12, No. 6, 593-611 (2008). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{Z. Xie} et al., Soft Comput. 12, No. 6, 593--611 (2008; Zbl 1133.68416) Full Text: DOI
Wang, Shitong; Chung, Fu-Lai; Xiong, Fusong A novel image thresholding method based on Parzen window estimate. (English) Zbl 1119.68218 Pattern Recognition 41, No. 1, 117-129 (2008). MSC: 68U10 PDFBibTeX XMLCite \textit{S. Wang} et al., Pattern Recognition 41, No. 1, 117--129 (2008; Zbl 1119.68218) Full Text: DOI