Zhang, Wei; Deng, Zhaohong; Lou, Qiongdan; Zhang, Te; Choi, Kup-Sze; Wang, Shitong Takagi-Sugeno-Kang fuzzy system towards label-scarce incomplete multi-view data classification. (English) Zbl 07735601 Inf. Sci. 647, Article ID 119466, 19 p. (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{W. Zhang} et al., Inf. Sci. 647, Article ID 119466, 19 p. (2023; Zbl 07735601) Full Text: DOI
Zhou, Ta; Deng, Zhaohong; Jiang, Yizhang; Wang, Shitong Fuzzy classification method for small-and medium-scale datasets. (Chinese. English summary) Zbl 1449.62149 J. Softw. 30, No. 12, 3637-3650 (2019). MSC: 62H30 68T05 03E72 62H86 PDFBibTeX XMLCite \textit{T. Zhou} et al., J. Softw. 30, No. 12, 3637--3650 (2019; Zbl 1449.62149) Full Text: DOI
Zhang, Yuanpeng; Zhou, Jie; Deng, Zhaohong; Chung, Fulai; Jiang, Yizhang; Hang, Wenlong; Wang, Shitong Multi-view fuzzy clustering approach based on medoid invariant constraint. (Chinese. English summary) Zbl 1438.62116 J. Softw. 30, No. 2, 282-301 (2019). MSC: 62H30 68T10 03E72 62H86 PDFBibTeX XMLCite \textit{Y. Zhang} et al., J. Softw. 30, No. 2, 282--301 (2019; Zbl 1438.62116) Full Text: DOI
Deng, Zhaohong; Chen, Junyong; Zhang, Te; Cao, Longbing; Wang, Shitong Generalized hidden-mapping minimax probability machine for the training and reliability learning of several classical intelligent models. (English) Zbl 1440.68205 Inf. Sci. 436-437, 302-319 (2018). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Deng} et al., Inf. Sci. 436--437, 302--319 (2018; Zbl 1440.68205) Full Text: DOI
Qian, Pengjiang; Xi, Chen; Xu, Min; Jiang, Yizhang; Su, Kuan-Hao; Wang, Shitong; Muzic, Raymond F. SSC-EKE: semi-supervised classification with extensive knowledge exploitation. (English) Zbl 1436.68312 Inf. Sci. 422, 51-76 (2018). MSC: 68T05 46E22 62H30 PDFBibTeX XMLCite \textit{P. Qian} et al., Inf. Sci. 422, 51--76 (2018; Zbl 1436.68312) Full Text: DOI Link
Liu, Jiefang; Jiang, Yizhang; Wang, Jun; Deng, Zhaohong; Wang, Shitong Single pass Bayesian fuzzy clustering. (Chinese. English summary) Zbl 1424.62105 J. Softw. 29, No. 9, 2664-2680 (2018). MSC: 62H30 68T10 03E72 62H86 62F15 PDFBibTeX XMLCite \textit{J. Liu} et al., J. Softw. 29, No. 9, 2664--2680 (2018; Zbl 1424.62105) Full Text: DOI
Bian, Zekang; Wang, Shitong Similarity-learning based multi-source transfer learning algorithm. (Chinese. English summary) Zbl 1399.68081 Control Decis. 32, No. 11, 1941-1948 (2017). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Bian} and \textit{S. Wang}, Control Decis. 32, No. 11, 1941--1948 (2017; Zbl 1399.68081) Full Text: DOI
Gu, Xiaoqing; Jiang, Yizhang; Wang, Shitong Zero-order TSK-type fuzzy system for imbalanced data classification. (Chinese. English summary) Zbl 1399.68097 Acta Autom. Sin. 43, No. 10, 1773-1788 (2017). MSC: 68T05 68T37 PDFBibTeX XMLCite \textit{X. Gu} et al., Acta Autom. Sin. 43, No. 10, 1773--1788 (2017; Zbl 1399.68097) Full Text: DOI
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
Wang, Jun; Deng, Zhaohong; Luo, Xiaoqing; Jiang, Yizhang; Wang, Shitong Scalable learning method for feedforward neural networks using minimal-enclosing-ball approximation. (English) Zbl 1414.68084 Neural Netw. 78, 51-64 (2016). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Wang} et al., Neural Netw. 78, 51--64 (2016; Zbl 1414.68084) 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
Chen, Aiguo; Wang, Shitong Fuzzy clustering algorithm based on multiple medoids for large-scale data. (Chinese. English summary) Zbl 1389.62105 Control Decis. 31, No. 12, 2122-2130 (2016). MSC: 62H86 62H30 68T10 03E72 PDFBibTeX XMLCite \textit{A. Chen} and \textit{S. Wang}, Control Decis. 31, No. 12, 2122--2130 (2016; Zbl 1389.62105) Full Text: DOI
Hang, Wenlong; Jiang, Yizhang; Liu, Jiefang; Wang, Shitong Transfer affinity propagation clustering algorithm. (Chinese. English summary) Zbl 1374.68386 J. Softw. 27, No. 11, 2796-2813 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{W. Hang} et al., J. Softw. 27, No. 11, 2796--2813 (2016; Zbl 1374.68386) Full Text: DOI
Wang, Jun; Liu, Huan; Jiang, Yizhang; Deng, Zhaohong; Wang, Shitong Cascaded hidden space fuzzy \(C\) means clustering algorithm. (Chinese. English summary) Zbl 1374.68431 Control Decis. 31, No. 9, 1671-1677 (2016). MSC: 68T05 62H25 62H30 PDFBibTeX XMLCite \textit{J. Wang} et al., Control Decis. 31, No. 9, 1671--1677 (2016; Zbl 1374.68431) Full Text: DOI
Deng, Zhaohong; Zhang, Jiangbin; Jiang, Yizhang; Wang, Shitong Fuzzy subspace clustering based 0-order ridge regression TSK fuzzy system. (Chinese. English summary) Zbl 1363.68183 Control Decis. 31, No. 5, 882-888 (2016). MSC: 68T37 62H30 62J07 PDFBibTeX XMLCite \textit{Z. Deng} et al., Control Decis. 31, No. 5, 882--888 (2016; Zbl 1363.68183) Full Text: DOI
Deng, Zhaohong; Zhang, Dandan; Jiang, Yizhang; Liu, Jiefang; Wang, Shitong Multi-view fuzzy clustering algorithm based on partition adaptive-fusion. (Chinese. English summary) Zbl 1363.68113 Control Decis. 31, No. 4, 593-600 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Deng} et al., Control Decis. 31, No. 4, 593--600 (2016; Zbl 1363.68113) 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
Xie, Zhenping; Sun, Jun; Palade, Vasile; Wang, Shitong; Liu, Yuan Evolutionary sampling: a novel way of machine learning within a probabilistic framework. (English) Zbl 1360.68722 Inf. Sci. 299, 262-282 (2015). MSC: 68T05 62D05 68T20 PDFBibTeX XMLCite \textit{Z. Xie} et al., Inf. Sci. 299, 262--282 (2015; Zbl 1360.68722) Full Text: DOI
Ni, Tongguang; Chung, Fu-Lai; Wang, Shitong Support vector machine with manifold regularization and partially labeling privacy protection. (English) Zbl 1360.68702 Inf. Sci. 294, 390-407 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{T. Ni} et al., Inf. Sci. 294, 390--407 (2015; Zbl 1360.68702) Full Text: DOI
Qian, Pengjiang; Sun, Shouwei; Jiang, Yizhang; Wang, Shitong; Deng, Zhaohong Knowledge transfer based maximum entropy clustering. (Chinese. English summary) Zbl 1340.68111 Control Decis. 30, No. 6, 1000-1006 (2015). MSC: 68T10 68T05 68U10 PDFBibTeX XMLCite \textit{P. Qian} et al., Control Decis. 30, No. 6, 1000--1006 (2015; Zbl 1340.68111) Full Text: DOI
Hu, Wenjun; Choi, Kup-Sze; Wang, Peiliang; Jiang, Yunliang; Wang, Shitong Convex nonnegative matrix factorization with manifold regularization. (English) Zbl 1327.65052 Neural Netw. 63, 94-103 (2015). MSC: 65F05 15A23 68T05 05C50 PDFBibTeX XMLCite \textit{W. Hu} et al., Neural Netw. 63, 94--103 (2015; Zbl 1327.65052) Full Text: DOI
Zhang, Jingxiang; Wang, Shitong; Jiang, Yizhang; Ni, Tongguang A feature selection method based on the ISE kernel density estimation and random permutation for single or synthetic features. (Chinese. English summary) Zbl 1340.68091 Control Decis. 30, No. 5, 831-838 (2015). MSC: 68T05 62G07 68T10 PDFBibTeX XMLCite \textit{J. Zhang} et al., Control Decis. 30, No. 5, 831--838 (2015; Zbl 1340.68091) 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
Yu, Ping; Wang, Shitong A semi-supervised competitive agglomeration algorithm based on dot density and applications in image clustering. (Chinese. English summary) Zbl 1324.68161 J. Nanjing Univ., Nat. Sci. 50, No. 4, 447-456 (2014). MSC: 68T10 68T05 68U10 PDFBibTeX XMLCite \textit{P. Yu} and \textit{S. Wang}, J. Nanjing Univ., Nat. Sci. 50, No. 4, 447--456 (2014; Zbl 1324.68161) Full Text: DOI
Dong, Aimei; Wang, Shitong; Jiang, Yizhang; Huang, Chengquan Fast affinity learning algorithms for heterogeneous space large scale datasets using minimum enclosing ball. (Chinese. English summary) Zbl 1324.68083 Control Decis. 29, No. 9, 1553-1561 (2014). MSC: 68T05 65K05 90C20 PDFBibTeX XMLCite \textit{A. Dong} et al., Control Decis. 29, No. 9, 1553--1561 (2014; Zbl 1324.68083) Full Text: DOI
Ni, Tongguang; Wang, Shitong; Shi, Yingzhong; Zhang, Jingxiang A transfer learning machine based on group probabilities toward common data. (Chinese. English summary) Zbl 1324.68108 Control Decis. 29, No. 8, 1363-1371 (2014). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{T. Ni} et al., Control Decis. 29, No. 8, 1363--1371 (2014; Zbl 1324.68108) Full Text: DOI
Ni, Tongguang; Wang, Shitong A transfer support vector machine for learning from data with uncertain labels. (Chinese. English summary) Zbl 1324.68107 Control Decis. 29, No. 10, 1751-1757 (2014). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{T. Ni} and \textit{S. Wang}, Control Decis. 29, No. 10, 1751--1757 (2014; Zbl 1324.68107) Full Text: DOI
Jiang, Yizhang; Deng, Zhaohong; Wang, Jun; Qian, Pengjiang; Wang, Shitong A collaborative partition multi-view fuzzy clustering algorithm using entropy weighting. (Chinese. English summary) Zbl 1324.68099 J. Softw. 25, No. 10, 2293-2311 (2014). MSC: 68T05 68T10 94A17 PDFBibTeX XMLCite \textit{Y. Jiang} et al., J. Softw. 25, No. 10, 2293--2311 (2014; Zbl 1324.68099) Full Text: DOI
Dong, Aimei; Wang, Shitong A shared latent subspace transfer learning algorithm using SVM. (Chinese. English summary) Zbl 1324.68082 Acta Autom. Sin. 40, No. 10, 2276-2287 (2014). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Dong} and \textit{S. Wang}, Acta Autom. Sin. 40, No. 10, 2276--2287 (2014; Zbl 1324.68082)
Jiang, Yizhang; Chung, Fu-Lai; Wang, Shitong Enhanced fuzzy partitions vs. data randomness in FCM. (English) Zbl 1305.62226 J. Intell. Fuzzy Syst. 27, No. 4, 1639-1648 (2014). MSC: 62H30 62H86 68T10 PDFBibTeX XMLCite \textit{Y. Jiang} et al., J. Intell. Fuzzy Syst. 27, No. 4, 1639--1648 (2014; Zbl 1305.62226) Full Text: DOI
Bi, Anqi; Wang, Shitong Transfer classification learning based on combination of both SVC and SVR’s constraints. (Chinese. English summary) Zbl 1313.68085 Control Decis. 29, No. 6, 1021-1026 (2014). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Bi} and \textit{S. Wang}, Control Decis. 29, No. 6, 1021--1026 (2014; Zbl 1313.68085) Full Text: DOI
Gao, Jun; Huang, Lili; Wang, Shitong A local sub-domains based maximum margin criterion. (Chinese. English summary) Zbl 1313.68160 Control Decis. 29, No. 5, 827-832 (2014). MSC: 68T10 62H30 PDFBibTeX XMLCite \textit{J. Gao} et al., Control Decis. 29, No. 5, 827--832 (2014; Zbl 1313.68160) 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
Ni, Tongguang; Wang, Shitong; Deng, Zhaohong; Wang, Jun A classification method based on the similarity criterion and counterexample information for evolutionary data streams. (Chinese. English summary) Zbl 1299.68071 Control Decis. 28, No. 11, 1667-1673 (2013). MSC: 68T05 68P15 PDFBibTeX XMLCite \textit{T. Ni} et al., Control Decis. 28, No. 11, 1667--1673 (2013; Zbl 1299.68071)
Ying, Wenhao; Wang, Shitong; Deng, Zhaohong; Wang, Jun Support vector machine for domain adaptation based on class distribution. (Chinese. English summary) Zbl 1299.68088 Acta Autom. Sin. 39, No. 8, 1273-1288 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{W. Ying} et al., Acta Autom. Sin. 39, No. 8, 1273--1288 (2013; Zbl 1299.68088) Full Text: DOI
Gu, Xin; Wang, Shitong; Xu, Min Minimum enclosing ball for domain adaptation. (Chinese. English summary) Zbl 1289.68079 Control Decis. 28, No. 2, 177-182, 187 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Gu} et al., Control Decis. 28, No. 2, 177--182, 187 (2013; Zbl 1289.68079)
Tao, Jianwen; Chung, Fulai; Wang, Shitong A kernel learning framework for domain adaptation learning. (English) Zbl 1270.68254 Sci. China, Inf. Sci. 55, No. 9, 1983-2007 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Tao} et al., Sci. China, Inf. Sci. 55, No. 9, 1983--2007 (2012; Zbl 1270.68254) Full Text: DOI Link
Zhang, Rong; Deng, Zhaohong; Wang, Shitong; Choi, Kup-Sze; Qian, Pengjiang Robust single hidden layer feed-forward neural network modeling for small datasets. (Chinese. English summary) Zbl 1274.68366 Control Decis. 27, No. 9, 1308-1312, 1319 (2012). MSC: 68T05 92B20 PDFBibTeX XMLCite \textit{R. Zhang} et al., Control Decis. 27, No. 9, 1308--1312, 1319 (2012; Zbl 1274.68366)
Tao, Jianwen; Wang, Shitong A local learning based support vector machine. (Chinese. English summary) Zbl 1274.68355 Control Decis. 27, No. 10, 1510-1515 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Tao} and \textit{S. Wang}, Control Decis. 27, No. 10, 1510--1515 (2012; Zbl 1274.68355)
Tao, Jianwen; Wang, Shitong Kernel support vector machine for domain adaptation. (Chinese. English summary) Zbl 1274.68354 Acta Autom. Sin. 38, No. 5, 797-811 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Tao} and \textit{S. Wang}, Acta Autom. Sin. 38, No. 5, 797--811 (2012; Zbl 1274.68354) Full Text: DOI
Hu, Wenjun; Wang, Shitong; Wang, Juan; Ying, Wenhao Fast learning of generalized minimum enclosing ball for large datasets. (Chinese. English summary) Zbl 1274.68317 Acta Autom. Sin. 38, No. 11, 1831-1840 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{W. Hu} et al., Acta Autom. Sin. 38, No. 11, 1831--1840 (2012; Zbl 1274.68317) Full Text: DOI
Jiang, Yizhang; Deng, Zhaohong; Wang, Shitong A Mamdani-Larsen type transfer learning fuzzy system. (Chinese. English summary) Zbl 1274.68322 Acta Autom. Sin. 38, No. 9, 1393-1409 (2012). MSC: 68T05 93C42 PDFBibTeX XMLCite \textit{Y. Jiang} et al., Acta Autom. Sin. 38, No. 9, 1393--1409 (2012; Zbl 1274.68322) 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
Zhang, Zhancheng; Choi, Kup-Sze; Luo, Xiaoqing; Wang, Shitong Generalized locality preserving maxi-min margin machine. (English) Zbl 1258.68131 Neural Netw. 36, 18-24 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Neural Netw. 36, 18--24 (2012; Zbl 1258.68131) Full Text: DOI
Wang, Jun; Wang, Shitong; Deng, Zhaohong Survey on challenges in clustering analysis research. (Chinese. English summary) Zbl 1265.68201 Control Decis. 27, No. 3, 321-328 (2012). MSC: 68T10 68T05 PDFBibTeX XMLCite \textit{J. Wang} et al., Control Decis. 27, No. 3, 321--328 (2012; Zbl 1265.68201)
Tao, Jianwen; Wang, Shitong Locality-preserving maximum information variance \(v\)-support vector machines. (Chinese. English summary) Zbl 1265.68163 Acta Autom. Sin. 38, No. 1, 97-108 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Tao} and \textit{S. Wang}, Acta Autom. Sin. 38, No. 1, 97--108 (2012; Zbl 1265.68163) 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, Jun; Chung, Fuli; Wang, Shitong; Deng, Zhaohong A novel discord detector for periodic time series based on weighted spherical single means with phase shift. (Chinese. English summary) Zbl 1265.68046 Acta Autom. Sin. 37, No. 8, 984-992 (2011). MSC: 68P10 62M10 68T05 68T10 PDFBibTeX XMLCite \textit{J. Wang} et al., Acta Autom. Sin. 37, No. 8, 984--992 (2011; Zbl 1265.68046)
Qian, Pengjiang; Wang, Shitong; Deng, Zhaohong Fast adaptive similarity-based clustering using sparse Parzen window density estimation. (Chinese. English summary) Zbl 1240.68273 Acta Autom. Sin. 37, No. 2, 179-187 (2011). MSC: 68T10 62H30 62G07 PDFBibTeX XMLCite \textit{P. Qian} et al., Acta Autom. Sin. 37, No. 2, 179--187 (2011; Zbl 1240.68273)
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
He, Yang-cheng; Wang, Shi-tong; Jiang, Nan Weighted fuzzy clustering algorithm for relational data with multiple medoids. (Chinese. English summary) Zbl 1247.68229 J. Comput. Appl. 30, No. 12, 3380-3384 (2010). MSC: 68T10 68W05 PDFBibTeX XMLCite \textit{Y.-c. He} et al., J. Comput. Appl. 30, No. 12, 3380--3384 (2010; Zbl 1247.68229) Full Text: DOI
Wang, Jun; Wang, Shitong; Wang, Xiaoming A two-indices fuzzy subspace clustering algorithm based on feature-weighted distance. (Chinese. English summary) Zbl 1240.68278 Control Decis. 25, No. 8, 1207-1210 (2010). MSC: 68T10 68T20 PDFBibTeX XMLCite \textit{J. Wang} et al., Control Decis. 25, No. 8, 1207--1210 (2010; Zbl 1240.68278)
Song, Yudan; Wang, Shitong A minimum within-class variance SVM with absent features. (Chinese. English summary) Zbl 1240.68210 J. Shandong Univ., Nat. Sci. 45, No. 7, 102-107, 113 (2010). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{Y. Song} and \textit{S. Wang}, J. Shandong Univ., Nat. Sci. 45, No. 7, 102--107, 113 (2010; Zbl 1240.68210)
Hui, Xu; Pu, Linchao; Chung, Fu-Lai; Wang, Shitong Analyzing noisy gene experimental data using uncertainty support vector domain description. (English) Zbl 1222.92057 Biostat. Bioinform. Biomath. 1, No. 2, 115-127 (2010). MSC: 92D10 92C50 68T10 68U99 PDFBibTeX XMLCite \textit{X. Hui} et al., Biostat. Bioinform. Biomath. 1, No. 2, 115--127 (2010; Zbl 1222.92057)
Wang, Xiaoming; Wang, Shitong Minimum variance support vector regression. (Chinese. English summary) Zbl 1224.68097 Control Decis. 25, No. 4, 556-561 (2010). MSC: 68T05 68T10 68Q32 PDFBibTeX XMLCite \textit{X. Wang} and \textit{S. Wang}, Control Decis. 25, No. 4, 556--561 (2010; Zbl 1224.68097)
Xie, Zhenping; Liu, Jihong; Wang, Shitong A RBF network learning algorithm using robust least-squares. (Chinese. English summary) Zbl 1224.68100 Control Decis. 25, No. 4, 502-506, 514 (2010). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Xie} et al., Control Decis. 25, No. 4, 502--506, 514 (2010; Zbl 1224.68100)
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
Kong, Yi-Qing; Wang, Shi-Tong Feature selection and semisupervised fuzzy clustering. (English) Zbl 1275.68118 Fuzzy Inf. Eng. 1, No. 2, 179-190 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y.-Q. Kong} and \textit{S.-T. Wang}, Fuzzy Inf. Eng. 1, No. 2, 179--190 (2009; Zbl 1275.68118) Full Text: DOI
Kong, Yi-Qing; Wang, Shi-Tong Weighted semi-supervised fuzzy clustering. (English) Zbl 1211.68133 Cao, Bing-yuan (ed.) et al., Fuzzy information and engineering. Vol. 1. Proceedings of the third annual conference on fuzzy information and engineering (ACFIE 2008), Haikou, China, December 5–10, 2008. Berlin: Springer (ISBN 978-3-540-88913-7/pbk; 978-3-540-88914-4/ebook). Advances in Soft Computing 54, 465-470 (2009). MSC: 68P05 68T05 PDFBibTeX XMLCite \textit{Y.-Q. Kong} and \textit{S.-T. Wang}, Adv. Soft Comput. 54, 465--470 (2009; Zbl 1211.68133) Full Text: DOI
Gao, Jun; Wang, Shitong A fuzzy maximum scatter difference discriminant criterion based clustering algorithm. (Chinese. English summary) Zbl 1212.68324 J. Softw. 20, No. 11, 2939-2949 (2009). MSC: 68T37 68T10 68W05 PDFBibTeX XMLCite \textit{J. Gao} and \textit{S. Wang}, J. Softw. 20, No. 11, 2939--2949 (2009; Zbl 1212.68324) Full Text: DOI
Gao, Jun; Wang, Shitong A fuzzy clustering algorithm with ranking features and identifying noise simultaneously. (Chinese. English summary) Zbl 1212.68196 Acta Autom. Sin. 35, No. 2, 145-153 (2009). MSC: 68T10 68T37 PDFBibTeX XMLCite \textit{J. Gao} and \textit{S. Wang}, Acta Autom. Sin. 35, No. 2, 145--153 (2009; Zbl 1212.68196) Full Text: DOI
Zhang, Qinli; Wang, Shitong Mamdani-Larsen fuzzy system based on expectation maximization algorithm and its applications to time series prediction. (Chinese. English summary) Zbl 1199.68253 Acta Phys. Sin. 58, No. 1, 107-112 (2009). MSC: 68T05 62M10 03E72 PDFBibTeX XMLCite \textit{Q. Zhang} and \textit{S. Wang}, Acta Phys. Sin. 58, No. 1, 107--112 (2009; Zbl 1199.68253)
Xie, Xin-Xi; Wang, Shi-Tong Affinity propagation clustering for symbolic interval data based on mutual distances. (Chinese. English summary) Zbl 1180.68237 J. Comput. Appl. 28, No. 6, 1441-1443 (2008). MSC: 68T10 PDFBibTeX XMLCite \textit{X.-X. Xie} and \textit{S.-T. Wang}, J. Comput. Appl. 28, No. 6, 1441--1443 (2008; Zbl 1180.68237) Full Text: DOI
Qiao, Xiao-fang; Wu, Xiao-jun; Wang, Shi-tong; Yang, Jing-yu An improved algorithm of face detection. (Chinese. English summary) Zbl 1173.94329 J. Comput. Appl. 28, No. 4, 986-989 (2008). MSC: 94A08 68T10 94A13 PDFBibTeX XMLCite \textit{X.-f. Qiao} et al., J. Comput. Appl. 28, No. 4, 986--989 (2008; Zbl 1173.94329) Full Text: DOI
Zhang, Kun; Wang, Shi-Tong Improved order-invariant watershed algorithm for image segmentation. (Chinese. English summary) Zbl 1173.94346 J. Comput. Appl. 28, No. 4, 969-972 (2008). MSC: 94A08 68T10 68U10 PDFBibTeX XMLCite \textit{K. Zhang} and \textit{S.-T. Wang}, J. Comput. Appl. 28, No. 4, 969--972 (2008; Zbl 1173.94346) Full Text: DOI
Zhang, Qinli; Wang, Shitong; Guo, Qi Hyper-ellipsoid support vector machine classifiers. (Chinese. English summary) Zbl 1174.68529 Control Decis. 23, No. 6, 626-630, 636 (2008). MSC: 68T05 PDFBibTeX XMLCite \textit{Q. Zhang} et al., Control Decis. 23, No. 6, 626--630, 636 (2008; Zbl 1174.68529)
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
Deng, Zhaohong; Chung, Fu-Lai; Wang, Shitong FRSDE: Fast reduced set density estimator using minimal enclosing ball approximation. (English) Zbl 1131.68086 Pattern Recognition 41, No. 4, 1363-1372 (2008). MSC: 68T10 68T05 PDFBibTeX XMLCite \textit{Z. Deng} et al., Pattern Recognition 41, No. 4, 1363--1372 (2008; Zbl 1131.68086) Full Text: DOI
Kong, Yiqing; Wang, Shitong Semisupervised learning of Bayesian classification. (English) Zbl 1123.68362 J. Guangxi Norm. Univ., Nat. Sci. 24, No. 4, 99-102 (2006). MSC: 68T10 PDFBibTeX XMLCite \textit{Y. Kong} and \textit{S. Wang}, J. Guangxi Norm. Univ., Nat. Sci. 24, No. 4, 99--102 (2006; Zbl 1123.68362)
Gu, Limin; Wu, Xiaojun; Wang, Shitong; Yang, Jingyu A fuzzy feature extraction analysis and application in face recognition. (Chinese. English summary) Zbl 1122.68533 J. Jiangsu Univ. Sci. Technol., Nat. Sci. 20, No. 5, 58-61 (2006). MSC: 68T10 PDFBibTeX XMLCite \textit{L. Gu} et al., J. Jiangsu Univ. Sci. Technol., Nat. Sci. 20, No. 5, 58--61 (2006; Zbl 1122.68533)
Chung, Fu-lai; Wang, Shitong; Deng, Zhaohong; Shu, Chen; Hu, D. Clustering analysis of gene expression data based on semi-supervised visual clustering algorithm. (English) Zbl 1114.68461 Soft Comput. 10, No. 11, 981-993 (2006). MSC: 68T05 92D10 PDFBibTeX XMLCite \textit{F.-l. Chung} et al., Soft Comput. 10, No. 11, 981--993 (2006; Zbl 1114.68461) Full Text: DOI
Wang, Shitong; Chung, Korris F. L.; Deng, Zhaohong; Hu, Dewen; Wu, Xisheng Robust maximum entropy clustering algorithm with its labeling for outliers. (English) Zbl 1096.68728 Soft Comput. 10, No. 7, 555-563 (2006). MSC: 68T10 PDFBibTeX XMLCite \textit{S. Wang} et al., Soft Comput. 10, No. 7, 555--563 (2006; Zbl 1096.68728) Full Text: DOI
Fu, Duan; Wang, Shitong; Hu, Dewen Research on improved fuzzy cellular neural networks and their application. (Chinese. English summary) Zbl 1106.68382 Control Decis. 21, No. 1, 114-117 (2006). MSC: 68T05 PDFBibTeX XMLCite \textit{D. Fu} et al., Control Decis. 21, No. 1, 114--117 (2006; Zbl 1106.68382)
Hu, Kaijun; Wu, Xisheng; Wang, Shitong Kernelized associative autonomous recurrent network. (Chinese. English summary) Zbl 1115.68476 Control Decis. 20, No. 11, 1235-1240 (2005). MSC: 68T05 PDFBibTeX XMLCite \textit{K. Hu} et al., Control Decis. 20, No. 11, 1235--1240 (2005; Zbl 1115.68476)
Wang, Shitong; Zhu, Jiagang; Chung, F. L.; Lin, Qing; Hu, Dewen Theoretically optimal parameter choices for support vector regression machines with noisy input. (English) Zbl 1101.68790 Soft Comput. 9, No. 10, 732-741 (2005). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Wang} et al., Soft Comput. 9, No. 10, 732--741 (2005; Zbl 1101.68790) Full Text: DOI Link
Deng, Zhaohong; Wang, Shitong Robust fuzzy clustering neural networks. (Chinese. English summary) Zbl 1111.68612 J. Softw. 16, No. 8, 1415-1422 (2005). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Deng} and \textit{S. Wang}, J. Softw. 16, No. 8, 1415--1422 (2005; Zbl 1111.68612)
Shen, Hong-bin; Wang, Shi-tong; Yang, Jie Fuzzy taxonomic, quantitative database and mining generalized association rules. (English) Zbl 1103.68724 Tsumoto, Shusaku (ed.) et al., Rough sets and current trends in computing. 4th international conference, RSCTC 2004, Uppsala, Sweden, June 1–5, 2004. Proceedings. Berlin: Springer (ISBN 3-540-22177-8/pbk). Lecture Notes in Computer Science 3066. Lecture Notes in Artificial Intelligence, 610-617 (2004). MSC: 68T05 68P15 68T37 PDFBibTeX XMLCite \textit{H.-b. Shen} et al., Lect. Notes Comput. Sci. 3066, 610--617 (2004; Zbl 1103.68724) Full Text: DOI
Zhu, Jiagang; Wang, Shitong; Yang, Jingyu On the choice of the parameter \(r\) in robust \(r\)-support vector regression. (Chinese. English summary) Zbl 1109.68563 Control Decis. 19, No. 12, 1383-1386 (2004). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Zhu} et al., Control Decis. 19, No. 12, 1383--1386 (2004; Zbl 1109.68563)
Wu, Xiao-Jun; Kittler, Josef; Yang, Jing-Yu; Wang, Shi-Tong An analytical algorithm for determining the generalized optimal set of discriminant vectors. (English) Zbl 1072.68556 Pattern Recognition 37, No. 9, 1949-1952 (2004). MSC: 68T10 PDFBibTeX XMLCite \textit{X.-J. Wu} et al., Pattern Recognition 37, No. 9, 1949--1952 (2004; Zbl 1072.68556) Full Text: DOI
Shen, Hongbin; Wang, Shitong; Wu, Xiaojun Fuzzy kernel clustering with outliers. (Chinese. English summary) Zbl 1107.68467 J. Softw. 15, No. 7, 1021-1029 (2004). MSC: 68T10 PDFBibTeX XMLCite \textit{H. Shen} et al., J. Softw. 15, No. 7, 1021--1029 (2004; Zbl 1107.68467)
Wu, Xiaojun; Yang, Jingyu; Wang, Shitong; Guo, Yuefei; Cao, Qiying A new algorithm for generalized optimal discriminant vectors. (English) Zbl 1005.68144 J. Comput. Sci. Technol. 17, No. 3, 324-330 (2002). MSC: 68T10 PDFBibTeX XMLCite \textit{X. Wu} et al., J. Comput. Sci. Technol. 17, No. 3, 324--330 (2002; Zbl 1005.68144) Full Text: DOI
Huang, Liming; Wu, Xiaojun; Wang, Shitong A study on fuzzy clustering based on multistage FCM algorithm. (Chinese. English summary) Zbl 0949.68563 J. Nanjing Norm. Univ., Nat. Sci. Ed. 22, No. 4, 19-22 (1999). MSC: 68T10 PDFBibTeX XMLCite \textit{L. Huang} et al., J. Nanjing Norm. Univ., Nat. Sci. Ed. 22, No. 4, 19--22 (1999; Zbl 0949.68563)
Wang, Shitong; Gammermann, A. Description of learning space based on interval fuzzy sets and fuzzy inductive learning algorithm ILA. (English) Zbl 0938.68784 Fuzzy Sets Syst. 103, No. 1, 83-89 (1999). MSC: 68T05 68W05 PDFBibTeX XMLCite \textit{S. Wang} and \textit{A. Gammermann}, Fuzzy Sets Syst. 103, No. 1, 83--89 (1999; Zbl 0938.68784) Full Text: DOI
Wang, Shitong Normalized exponential neural networks. (English) Zbl 0903.68156 J. Comput. Sci. Technol. 13, No. 4, 375-383 (1998). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Wang}, J. Comput. Sci. Technol. 13, No. 4, 375--383 (1998; Zbl 0903.68156) Full Text: DOI
Wang, Shitong; Scott, E.; Gamermann, A. Extract rules by using rough set and knowledge-based NN. (English) Zbl 0899.68085 J. Comput. Sci. Technol. 13, No. 3, 279-284 (1998). MSC: 68T05 68T27 PDFBibTeX XMLCite \textit{S. Wang} et al., J. Comput. Sci. Technol. 13, No. 3, 279--284 (1998; Zbl 0899.68085) Full Text: DOI
Wang, Shitong; Chen, Jianfu Backward fuzzy heuristic search algorithm FBHAO\(^*\) for fuzzy general and/or graph. (English) Zbl 0802.68142 Fuzzy Sets Syst. 60, No. 1, 67-75 (1993). MSC: 68T20 68R10 PDFBibTeX XMLCite \textit{S. Wang} and \textit{J. Chen}, Fuzzy Sets Syst. 60, No. 1, 67--75 (1993; Zbl 0802.68142) Full Text: DOI