Hongwei Yin, Hongpeng Chen, Wenjun Hu, Peng Zhou, Shitong Wang (2026). Contrast-driven incremental multi-view clustering with semantic distillation and adaptive graph fusion. Pattern Recognition.DOI
Jing Wu, Lantao Xing, Shitong Wang (2026). Adaptive dynamic average consensus with dynamic event-triggered communication. Journal of Control and Decision.DOI
Xinlei Bian, Erhao Zhou, Shitong Wang (2026). A Fully Interpretable Takagi-Sugeno-Kang Fuzzy Image Compression Method Based on Gaussian Mixture Model. Lecture notes in computer science.DOI
C. Tan, Jiayi Hu, Jian Li, Min-Min Miao, Wenjun Hu, Shitong Wang (2025). DTS-MixNet: Dynamic Spatiotemporal Graph Mixed Network for Anomaly Detection in Multivariate Time Series. Big Data and Cognitive Computing.DOI
Chuang Wang, Xin Ning, Peng-Jiang Qian, Wenjun Hu, Jian-Lin Yao, E. Y. K. Ng, K. Lai, Shitong Wang (2025). Distribution entropy regularized multimodal subspace support vector data description for anomaly detection. Pattern Recognition.DOI
Wei Zhang, Ziqi Zhang, Hailong Yang, Te Zhang, Shu Jiang, Ning Qiao, Zhaohong Deng, Xiaoyong Pan, Hong‐Bin Shen, Dong‐Jun Yu, Shitong Wang (2025). m2ST: dual multi-scale graph clustering for spatially resolved transcriptomics. Bioinformatics.DOI
Jin Zhang, Zekang Bian, Shitong Wang (2024). Shared style linear k nearest neighbor classification method. Expert Systems With Applications, Vol. 241.DOI
Wei Zhang, Xiuyu Huang, Andong Li, Te Zhang, Weiping Ding, Zhaohong Deng, Shitong Wang (2024). Dual Anchor Graph Fuzzy Clustering for Multiview Data. IEEE Transactions on Fuzzy Systems.DOI
Zizhu Fan, Yijing Huang, Chao Xi, Peng Cheng, Shitong Wang (2024). Semi-supervised fuzzy broad learning system based on mean-teacher model. Pattern Analysis and Applications.DOI
Fuping Hu, Zhaohong Deng, Guanjin Wang, Zhenping Xie, Kup‐Sze Choi, Shitong Wang (2023). Graph Fuzzy System for the Whole Graph Prediction: Concepts, Models, and Algorithms. IEEE Transactions on Fuzzy Systems.DOI
Xiaoming Wang, Shitong Wang, Yajun Du, Zengxi Huang (2023). Improved large margin classifier via bounding hyperellipsoid. Information Sciences.DOI
Hongtan Yang, Zhaohong Deng, Wei Zhang, Qunzhuo Wu, Kup‐Sze Choi, Shitong Wang (2023). End-to-End Multiview Fuzzy Clustering With Double Representation Learning and Visible-Hidden View Cooperation. IEEE Transactions on Fuzzy Systems.DOI
Qiongdan Lou, Wu Sun, Wěi Zhāng, Zhaohong Deng, Kup‐Sze Choi, Shitong Wang (2023). Rules-Based Heterogeneous Feature Transfer Learning Using Fuzzy Inference. IEEE Transactions on Fuzzy Systems.DOI
Andong Li, Zhaohong Deng, Wei Zhang, Zhiyong Xiao, Kup‐Sze Choi, Yueying Liu, Shudong Hu, Shitong Wang (2023). Multiview Transfer Representation Learning With TSK Fuzzy System for EEG Epilepsy Detection. IEEE Transactions on Fuzzy Systems.DOI
Xiang Ma, Liangzhe Chen, Zhaohong Deng, Peng Xu, Qisheng Yan, Kup‐Sze Choi, Shitong Wang (2023). Deep Image Feature Learning With Fuzzy Rules. IEEE Transactions on Emerging Topics in Computational Intelligence.DOI
Shitong Wang, Zhaojing Wu, Zheng-Guang Wu (2022). The regulation controller design for linear random systems with an uncertain exosystem. Systems & Control Letters, Vol. 161.DOI
Xingguang Pan, Lin Wang, Chengquan Huang, Shitong Wang, Haiqing Chen (2021). A novel weighted fuzzy c-means based on feature weight learning. Journal of Intelligent & Fuzzy Systems.DOI
Hui Li, Zhaohong Deng, Haitao Yang, Xiaoyong Pan, Zhisheng Wei, Hong‐Bin Shen, Kup‐Sze Choi, Lei Wang, Shitong Wang, Jing Wu (2021). circRNA-binding protein site prediction based on multi-view deep learning, subspace learning and multi-view classifier. Briefings in Bioinformatics.DOI
Wei Zhang, Zhaohong Deng, Te Zhang, Kup‐Sze Choi, Jun Wang, Shitong Wang (2021). Incomplete Multiple View Fuzzy Inference System With Missing View Imputation and Cooperative Learning. IEEE Transactions on Fuzzy Systems.DOI
Wei Zhang, Zhaohong Deng, Jun Wang, Kup‐Sze Choi, Te Zhang, Xiaoqing Luo, Hong‐Bin Shen, Wenhao Ying, Shitong Wang (2021). Transductive Multiview Modeling With Interpretable Rules, Matrix Factorization, and Cooperative Learning. IEEE Transactions on Cybernetics.DOI
Xiaoming Wang, Shitong Wang, Zengxi Huang, Yajun Du (2020). Condensing the solution of support vector machines via radius-margin bound. Applied Soft Computing.DOI
Zekang Bian, Chi‐Man Vong, Pak Kin Wong, Shitong Wang (2020). Fuzzy KNN Method With Adaptive Nearest Neighbors. IEEE Transactions on Cybernetics.DOI
Xiaoming Wang, Shitong Wang, Yajun Du, Zengxi Huang (2020). Minimum class variance multiple kernel learning. Knowledge-Based Systems.DOI
Bin Qin, Yusuke Nojima, Hisao Ishibuchi, Shitong Wang (2020). Realizing Deep High-Order TSK Fuzzy Classifier by Ensembling Interpretable Zero-Order TSK Fuzzy Subclassifiers. IEEE Transactions on Fuzzy Systems.DOI
Xingguang Pan, Shitong Wang (2020). Feature reduction fuzzy C-Means algorithm leveraging the marginal kurtosis measure. Journal of Intelligent & Fuzzy Systems.DOI
Suhang Gu, Shitong Wang, Guanjin Wang (2020). A novel stylistic classification method and its experimental study. Developments of Artificial Intelligence Technologies in Computation and Robotics.DOI
Haitao Yang, Zhaohong Deng, Xiaoyong Pan, Hong‐Bin Shen, Kup‐Sze Choi, Lei Wang, Shitong Wang, Jing Wu (2020). RNA-binding protein recognition based on multi-view deep feature and multi-label learning. Briefings in Bioinformatics.DOI
Xiongtao Zhang, Yusuke Nojima, Hisao Ishibuchi, Wenjun Hu, Shitong Wang (2020). Prediction by Fuzzy Clustering and KNN on Validation Data With Parallel Ensemble of Interpretable TSK Fuzzy Classifiers. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Peng Xu, Zhaohong Deng, Jun Wang, Qun Zhang, Kup‐Sze Choi, Shitong Wang (2020). Transfer Representation Learning With TSK Fuzzy System. IEEE Transactions on Fuzzy Systems.DOI
Runshan Xie, Shitong Wang (2020). Downsizing and enhancing broad learning systems by feature augmentation and residuals boosting. Complex & Intelligent Systems.DOI
Zekang Bian, Fu-Lai Chung, Shitong Wang (2020). Fuzzy Density Peaks Clustering. IEEE Transactions on Fuzzy Systems.DOI
Zhaohong Deng, Ruixiu Liu, Peng Xu, Kup‐Sze Choi, Wei Zhang, Xiaobin Tian, Te Zhang, Ling Liang, Bin Qin, Shitong Wang (2020). Multi-View Clustering With the Cooperation of Visible and Hidden Views. IEEE Transactions on Knowledge and Data Engineering.DOI
Suhang Gu, Yusuke Nojima, Hisao Ishibuchi, Shitong Wang (2020). Fuzzy Style K-Plane Clustering. IEEE Transactions on Fuzzy Systems.DOI
Jie Zhou, Zhibin Jiang, Fu-Lai Chung, Shitong Wang (2020). Formulating Ensemble Learning of SVMs Into a Single SVM Formulation by Negative Agreement Learning. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Jie Zhou, Zhibin Jiang, Shitong Wang (2019). Laplacian least learning machine with dynamic updating for imbalanced classification. Applied Soft Computing.DOI
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang (2019). Clustering by transmission learning from data density to label manifold with statistical diffusion. Knowledge-Based Systems.DOI
Xiongtao Zhang, Xingguang Pan, Shitong Wang (2019). Label Quality Improvement in Crowdsourcing with Ensemble TSK Fuzzy Classifier. IEEE International Conference on Intelligent Systems and Knowledge Engineering.DOI
Dingcheng Ji, Yizhang Jiang, Pengjiang Qian, Shitong Wang (2019). A Novel Doubly Reweighting Multisource Transfer Learning Framework. IEEE Transactions on Emerging Topics in Computational Intelligence.DOI
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang (2019). Takagi-sugeno-kang fuzzy systems with dynamic rule weights. Journal of Intelligent & Fuzzy Systems.DOI
Jun Wang, Defu Lin, Zhaohong Deng, Yizhang Jiang, Jihua Zhu, Lei Chen, Zuoyong Li, Lejun Gong, Shitong Wang (2019). Multitask TSK Fuzzy System Modeling by Jointly Reducing Rules and Consequent Parameters. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Pengjiang Qian, Yang‐Yang Chen, Jung‐Wen Kuo, Yudong Zhang, Yizhang Jiang, Kaifa Zhao, Rose Al Helo, Harry T. Friel, Atallah Baydoun, Feifei Zhou, Jin Uk Heo, Norbert E. Avril, Karin Anna Herrmann, Rodney J. Ellis, Bryan J. Traughber, Robert S. Jones, Shitong Wang, Kuan‐Hao Su, Raymond F. Muzic (2019). mDixon-Based Synthetic CT Generation for PET Attenuation Correction on Abdomen and Pelvis Jointly Using Transfer Fuzzy Clustering and Active Learning-Based Classification. IEEE Transactions on Medical Imaging.DOI
Zhibin Jiang, Zekang Bian, Shitong Wang (2019). Multi-view local linear KNN classification: theoretical and experimental studies on image classification. International Journal of Machine Learning and Cybernetics.DOI
Peng Xu, Zhaohong Deng, Kup‐Sze Choi, Longbing Cao, Shitong Wang (2019). Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data. Proceedings of the AAAI Conference on Artificial Intelligence.DOI
Zhibin Jiang, Jie Zhou, Yuanpeng Zhang, Shitong Wang (2019). A novel multi-view SVM based on consistent hidden density distributions between views for face recognition. Journal of Intelligent & Fuzzy Systems.DOI
Xiongtao Zhang, Fu-Lai Chung, Shitong Wang (2019). An Interpretable Fuzzy DBN-Based Classifier for Indoor User Movement Prediction in Ambient Assisted Living Applications. IEEE Transactions on Industrial Informatics.DOI
Suhang Gu, Yusuke Nojima, Hisao Ishibuchi, Shitong Wang (2019). A Novel Classification Method From the Perspective of Fuzzy Social Networks Based on Physical and Implicit Style Features of Data. IEEE Transactions on Fuzzy Systems.DOI
Bin Qin, Fu-Lai Chung, Shitong Wang (2019). Biologically Plausible Fuzzy-Knowledge-Out and Its Induced Wide Learning of Interpretable TSK Fuzzy Classifiers. IEEE Transactions on Fuzzy Systems.DOI
Zhibin Jiang, Fu-Lai Chung, Shitong Wang (2019). Recognition of Multiclass Epileptic EEG Signals Based on Knowledge and Label Space Inductive Transfer. IEEE Transactions on Neural Systems and Rehabilitation Engineering.DOI
Xiaoming Wang, Shitong Wang, Zengxi Huang, Yajun Du (2019). Structure regularized sparse coding for data representation. Knowledge-Based Systems.DOI
Xiaoqing Gu, Fu-Lai Chung, Shitong Wang (2019). Extreme vector machine for fast training on large data. International Journal of Machine Learning and Cybernetics.DOI
Wenlong Hang, Shuang Liang, Kup‐Sze Choi, Fu-Lai Chung, Shitong Wang (2019). Selective Transfer Classification Learning With Classification-Error-Based Consensus Regularization. IEEE Transactions on Emerging Topics in Computational Intelligence.DOI
Peng Xu, Zhaohong Deng, Chen Cui, Te Zhang, Kup‐Sze Choi, Suhang Gu, Jun Wang, Shitong Wang (2019). Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning. IEEE Transactions on Fuzzy Systems.DOI
Zhancheng Zhang, Fu-Lai Chung, Shitong Wang (2019). Collaborative classification mechanism for privacy-Preserving on horizontally partitioned data. Automatika.DOI
Suhang Gu, Fu-Lai Chung, Shitong Wang (2019). A Novel Deep Fuzzy Classifier by Stacking Adversarial Interpretable TSK Fuzzy Sub-classifiers with Smooth Gradient Information. IEEE Transactions on Fuzzy Systems.DOI
Jun Wang, Ying Zhang, Tao Yun Zhou, Zhaohong Deng, Huifang Huang, Shitong Wang, Jun Shi, Dinggang G. Shen (2019). Interpretable Feature Learning Using Multi-output Takagi-Sugeno-Kang Fuzzy System for Multi-center ASD Diagnosis. Lecture notes in computer science.DOI
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang (2018). A Multiview and Multiexemplar Fuzzy Clustering Approach: Theoretical Analysis and Experimental Studies. IEEE Transactions on Fuzzy Systems.DOI
Te Zhang, Zhaohong Deng, Dongrui Wu, Shitong Wang (2018). Multiview Fuzzy Logic System With the Cooperation Between Visible and Hidden Views. IEEE Transactions on Fuzzy Systems.DOI
Zekang Bian, Hisao Ishibuchi, Shitong Wang (2018). Joint Learning of Spectral Clustering Structure and Fuzzy Similarity Matrix of Data. IEEE Transactions on Fuzzy Systems.DOI
Defu Lin, Jun Wang, Jihua Zhu, Yifan Wang, Yizhang Jiang, Zhaohong Deng, Weiwei Li, Shitong Wang (2018). A Novel Takagi–Sugeno Fuzzy System Modeling Method with Joint Feature Selection and Rule Reduction. Proceedings of ... IEEE International Conference on Fuzzy Systems.DOI
Zhaohong Deng, Peng Xu, Lixiao Xie, Kup‐Sze Choi, Shitong Wang (2018). Transductive Joint-Knowledge-Transfer TSK FS for Recognition of Epileptic EEG Signals. IEEE Transactions on Neural Systems and Rehabilitation Engineering.DOI
Jun Wang, Qian Wang, Han Zhang, Jiawei Chen, Shitong Wang, Dinggang G. Shen (2018). Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns. IEEE Transactions on Cybernetics.DOI
Jun Wang, Huan Liu, Xiaohua Qian, Yizhang Jiang, Zhaohong Deng, Shitong Wang (2018). Cascaded Hidden Space Feature Mapping, Fuzzy Clustering, and Nonlinear Switching Regression on Large Datasets. IEEE Transactions on Fuzzy Systems.DOI
Xiaoqing Gu, Fu-Lai Chung, Shitong Wang (2018). Fast convex-hull vector machine for training on large-scale ncRNA data classification tasks. Knowledge-Based Systems.DOI
Xiaoqing Gu, Shitong Wang (2018). Bayesian Takagi–Sugeno–Kang Fuzzy Model and Its Joint Learning of Structure Identification and Parameter Estimation. IEEE Transactions on Industrial Informatics.DOI
Zhaohong Deng, Junyong Chen, Te Zhang, Longbing Cao, Shitong Wang (2018). Generalized Hidden-Mapping Minimax Probability Machine for the training and reliability learning of several classical intelligent models. Information Sciences.DOI
Pengjiang Qian, Jiaxu Zhou, Yizhang Jiang, Fan Liang, Kaifa Zhao, Shitong Wang, Kuan‐Hao Su, Raymond F. Muzic (2018). Multi-View Maximum Entropy Clustering by Jointly Leveraging Inter-View Collaborations and Intra-View-Weighted Attributes. IEEE Access.DOI
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang (2018). Fast Exemplar-Based Clustering by Gravity Enrichment Between Data Objects. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Ta Zhou, Hisao Ishibuchi, Shitong Wang (2017). Stacked-Structure-Based Hierarchical Takagi-Sugeno-Kang Fuzzy Classification Through Feature Augmentation. IEEE Transactions on Emerging Topics in Computational Intelligence.DOI
Xiongtao Zhang, Xingguang Pan, Shitong Wang (2017). Fuzzy DBN with rule-based knowledge representation and high interpretability. International Conference on Intelligent Systems and Knowledge Engineering (ISKE).DOI
Xingguang Pan, Xiongtao Zhang, Zhibin Jiang, Shitong Wang (2017). Anti-noise possibilistic clustering based on maximum entropy. International Conference on Intelligent Systems and Knowledge Engineering (ISKE).DOI
Pengjiang Qian, Xi Chen, Min Xu, Yizhang Jiang, Kuan‐Hao Su, Shitong Wang, Raymond F. Muzic (2017). SSC-EKE: Semi-supervised classification with extensive knowledge exploitation. Information Sciences.DOI
Chengquan Huang, Shitong Wang, Xingguang Pan, Anqi Bi (2017). v-soft margin multi-task learning logistic regression. International Journal of Machine Learning and Cybernetics.DOI
Yizhang Jiang, Dongrui Wu, Zhaohong Deng, Pengjiang Qian, Jun Wang, Guanjin Wang, Fu-Lai Chung, Kup‐Sze Choi, Shitong Wang (2017). Seizure Classification From EEG Signals Using Transfer Learning, Semi-Supervised Learning and TSK Fuzzy System. IEEE Transactions on Neural Systems and Rehabilitation Engineering.DOI
Yuanpeng Zhang, Hisao Ishibuchi, Shitong Wang (2017). Deep Takagi–Sugeno–Kang Fuzzy Classifier With Shared Linguistic Fuzzy Rules. IEEE Transactions on Fuzzy Systems.DOI
Te Zhang, Zhaohong Deng, Kup‐Sze Choi, Jiefang Liu, Shitong Wang (2017). Robust extreme learning fuzzy systems using ridge regression for small and noisy datasets. Proceedings of ... IEEE International Conference on Fuzzy Systems.DOI
Pengjiang Qian, Kaifa Zhao, Yizhang Jiang, Kuan‐Hao Su, Zhaohong Deng, Shitong Wang, Raymond F. Muzic (2017). Knowledge-leveraged transfer fuzzy C -Means for texture image segmentation with self-adaptive cluster prototype matching. Knowledge-Based Systems.DOI
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang (2017). Fast Reduced Set-Based Exemplar Finding and Cluster Assignment. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Jun Wang, Qian Wang, Jialin Peng, Dong Nie, Feng Zhao, Minjeong Kim, Han Zhang, Chong‐Yaw Wee, Shitong Wang, Dinggang G. Shen (2017). Multi‐task diagnosis for autism spectrum disorders using multi‐modality features: A multi‐center study. Human Brain Mapping.DOI
Jiefang Liu, Fu-Lai Chung, Shitong Wang (2017). Bayesian zero-order TSK fuzzy system modeling. Applied Soft Computing.DOI
Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Guanjin Wang, Pengjiang Qian, Kup‐Sze Choi, Shitong Wang (2017). Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System. IEEE Transactions on Fuzzy Systems.DOI
Jun Wang, Qian Wang, Shitong Wang, Dinggang G. Shen (2017). Sparse Multi-view Task-Centralized Learning for ASD Diagnosis. Lecture notes in computer science.DOI
Shitong Wang, Zhaojing Wu, Mingyue Cui (2016). Tracking controller design for random nonlinear TORA system. 《第28届中国控制与决策会议论文集(上)》.
Wenlong Hang, Kup‐Sze Choi, Shitong Wang (2016). Synchronization clustering based on central force optimization and its extension for large-scale datasets. Knowledge-Based Systems.DOI
Xiaoqing Gu, Fu-Lai Chung, Shitong Wang (2016). Bayesian Takagi–Sugeno–Kang Fuzzy Classifier. IEEE Transactions on Fuzzy Systems.DOI
Ta Zhou, Fu-Lai Chung, Shitong Wang (2016). Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data. IEEE Transactions on Fuzzy Systems.DOI
Xiaoqing Gu, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang (2016). Imbalanced TSK Fuzzy Classifier by Cross-Class Bayesian Fuzzy Clustering and Imbalance Learning. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Aiguo Chen, Shitong Wang (2016). A robust fuzzy clustering algorithm using mean-field-approximation based hidden Markov random field model for image segmentation. Journal of Intelligent & Fuzzy Systems.DOI
Chengquan Huang, Fu-Lai Chung, Shitong Wang (2016). Generalized competitive agglomeration clustering algorithm. International Journal of Machine Learning and Cybernetics.DOI
Zhaohong Deng, Yizhang Jiang, Hisao Ishibuchi, Kup‐Sze Choi, Shitong Wang (2016). Enhanced Knowledge-Leverage-Based TSK Fuzzy System Modeling for Inductive Transfer Learning. ACM Transactions on Intelligent Systems and Technology.DOI
Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Shitong Wang (2016). Realizing Two-View TSK Fuzzy Classification System by Using Collaborative Learning. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Anqi Bi, Shitong Wang (2016). Incremental enhanced α-expansion move for large data: a probability regularization perspective. International Journal of Machine Learning and Cybernetics.DOI
Yizhang Jiang, Zhaohong Deng, Kup‐Sze Choi, Fu-Lai Chung, Shitong Wang (2016). A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification. Information Sciences.DOI
Jun Wang, Zhaohong Deng, Xiaoqing Luo, Yizhang Jiang, Shitong Wang (2016). Scalable learning method for feedforward neural networks using minimal-enclosing-ball approximation. Neural Networks.DOI
Aimei Dong, Fu-Lai Chung, Shitong Wang (2016). Semi-supervised classification method through oversampling and common hidden space. Information Sciences.DOI
Wenlong Hang, Fu-Lai Chung, Shitong Wang (2016). Transfer affinity propagation-based clustering. Information Sciences.DOI
Pengjiang Qian, Yizhang Jiang, Shitong Wang, Kuan‐Hao Su, Jun Wang, Lingzhi Hu, Raymond F. Muzic (2016). Affinity and Penalty Jointly Constrained Spectral Clustering With All-Compatibility, Flexibility, and Robustness. IEEE Transactions on Neural Networks and Learning Systems.DOI
Zhaohong Deng, Kup‐Sze Choi, Yizhang Jiang, Jun Wang, Shitong Wang (2016). A survey on soft subspace clustering. Information Sciences.DOI
Jingxiang Zhang, Shitong Wang (2016). A Novel Single‐Feature and Synergetic‐Features Selection Method by Using ISE‐Based KDE and Random Permutation. Chinese Journal of Electronics.DOI
Chengquan Huang, Fu-Lai Chung, Shitong Wang (2015). Multi-view L2-SVM and its multi-view core vector machine. Neural Networks.DOI
Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Kup‐Sze Choi, Shitong Wang (2015). Transfer Prototype-Based Fuzzy Clustering. IEEE Transactions on Fuzzy Systems.DOI
Xiaoming Wang, Shitong Wang (2015). Enhanced algorithm for high-dimensional data classification. Applied Soft Computing.DOI
Changjian Yang, Zhaohong Deng, Kup‐Sze Choi, Shitong Wang (2015). Takagi–Sugeno–Kang Transfer Learning Fuzzy Logic System for the Adaptive Recognition of Epileptic Electroencephalogram Signals. IEEE Transactions on Fuzzy Systems.DOI
Jun Wang, Zhaohong Deng, Kup‐Sze Choi, Yizhang Jiang, Xiaoqing Luo, Fu-Lai Chung, Shitong Wang (2015). Distance metric learning for soft subspace clustering in composite kernel space. Pattern Recognition.DOI
Aimei Dong, Fu-Lai Chung, Zhaohong Deng, Shitong Wang (2015). Semi-Supervised SVM With Extended Hidden Features. IEEE Transactions on Cybernetics.DOI
Tongguang Ni, Xiaoqing Gu, Shitong Wang, Pengjiang Qian, Raymond F. Muzic (2015). Locality Preserving Semi-Supervised Support Vector Machine.
Yizhang Jiang, Zhaohong Deng, Kup‐Sze Choi, Pengjiang Qian, Wenjun Hu, Shitong Wang (2015). A novel privacy-preserving probability transductive classifiers from group probabilities based on regression model. Journal of Intelligent & Fuzzy Systems.DOI
Pengjiang Qian, Shouwei Sun, Yizhang Jiang, Kuan‐Hao Su, Tongguang Ni, Shitong Wang, Raymond F. Muzic (2015). Cross-domain, soft-partition clustering with diversity measure and knowledge reference. Pattern Recognition.DOI
Shitong Wang, Yizhang Jiang, Fu-Lai Chung, Pengjiang Qian (2015). Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification. Applied Soft Computing.DOI
Huan Li, Fu-Lai Chung, Shitong Wang (2015). A SVM based classification method for homogeneous data. Applied Soft Computing.DOI
Wenjun Hu, Kup‐Sze Choi, Jianwen Tao, Yunliang Jiang, Shitong Wang (2015). Nonnegative matrix factorization with manifold regularization and maximum discriminant information. International Journal of Machine Learning and Cybernetics.DOI
Min Xu, Guanjin Wang, Fu-Lai Chung, Shitong Wang (2015). Linear combination of densities and its direct estimation framework with applications. Neural Computing and Applications.DOI
Jingxiang Zhang, Shitong Wang (2015). A fast leave-one-out cross-validation for SVM-like family. Neural Computing and Applications.DOI
Pengjiang Qian, Yizhang Jiang, Zhaohong Deng, Lingzhi Hu, Shouwei Sun, Shitong Wang, Raymond F. Muzic (2015). Cluster Prototypes and Fuzzy Memberships Jointly Leveraged Cross-Domain Maximum Entropy Clustering. IEEE Transactions on Cybernetics.DOI
Jingxiang Zhang, Shitong Wang (2015). Common-decision-vector based multiple source transfer classification learning and its fast implementation. Journal of Intelligent & Fuzzy Systems.DOI
Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Zhaohong Deng, Shitong Wang (2014). Multitask TSK Fuzzy System Modeling by Mining Intertask Common Hidden Structure. IEEE Transactions on Cybernetics.DOI
Zhenping Xie, Jun Sun, Vasile Palade, Shitong Wang, Yuan Liu (2014). Evolutionary sampling: A novel way of machine learning within a probabilistic framework. Information Sciences.DOI
Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Shitong Wang (2014). Multi-task TSK fuzzy system modeling using inter-task correlation information. Information Sciences.DOI
Wenjun Hu, Kup‐Sze Choi, Peiliang Wang, Yunliang Jiang, Shitong Wang (2014). Convex nonnegative matrix factorization with manifold regularization. Neural Networks.DOI
Xin Gu, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang (2014). Multitask Coupled Logistic Regression and its Fast Implementation for Large Multitask Datasets. IEEE Transactions on Cybernetics.DOI
Changjian Yang, Zhaohong Deng, Kup‐Sze Choi, Yizhang Jiang, Shitong Wang (2014). Transductive domain adaptive learning for epileptic electroencephalogram recognition. Artificial Intelligence in Medicine.DOI
Tongguang Ni, Fu-Lai Chung, Shitong Wang (2014). Support vector machine with manifold regularization and partially labeling privacy protection. Information Sciences.DOI
Zhancheng Zhang, Xiaoqing Luo, Fu-Lai Chung, Shitong Wang (2014). A local and global classification machine with collaborative mechanism. Pattern Analysis and Applications.DOI
Jianwen Tao, Shitong Wang, Wenjun Hu (2014). Minimum class spread constrained support vector machine. Neurocomputing.DOI
Shitong Wang, Fu-Lai Chung, Jun Wang, Jun Wu (2014). A fast learning method for feedforward neural networks. Neurocomputing.DOI
Yizhang Jiang, Fu-Lai Chung, Shitong Wang, Zhaohong Deng, Jun Wang, Pengjiang Qian (2014). Collaborative Fuzzy Clustering From Multiple Weighted Views. IEEE Transactions on Cybernetics.DOI
Jun Wang, Zhaohong Deng, Yizhang Jiang, Pengjiang Qian, Shitong Wang (2014). Multiple-kernel based soft subspace fuzzy clustering. Proceedings of ... IEEE International Conference on Fuzzy Systems.DOI
Zhaohong Deng, Yizhang Jiang, Longbing Cao, Shitong Wang (2014). Knowledge-leverage based TSK fuzzy system with improved knowledge transfer. Proceedings of ... IEEE International Conference on Fuzzy Systems.DOI
Min Xu, Hisao Ishibuchi, Xin Gu, Shitong Wang (2014). Dm-KDE: dynamical kernel density estimation by sequences of KDE estimators with fixed number of components over data streams. Frontiers of Computer Science.DOI
Wenjun Hu, Shitong Wang, Fu-Lai Chung, Yong Liu, Wenhao Ying (2014). Privacy preserving and fast decision for novelty detection using support vector data description. Soft Computing.DOI
Zhaohong Deng, Longbing Cao, Yizhang Jiang, Shitong Wang (2014). Minimax Probability TSK Fuzzy System Classifier: A More Transparent and Highly Interpretable Classification Model. IEEE Transactions on Fuzzy Systems.DOI
Shitong Wang, Fu-Lai Chung, Jun Wu, Jun Wang (2014). Least learning machine and its experimental studies on regression capability. Applied Soft Computing.DOI
Jianwen Tao, Wenjun Hu, Shitong Wang (2014). Sparsity regularization label propagation for domain adaptation learning. Neurocomputing.DOI
Zhaohong Deng, Kup‐Sze Choi, Yizhang Jiang, Shitong Wang (2014). Generalized Hidden-Mapping Ridge Regression, Knowledge-Leveraged Inductive Transfer Learning for Neural Networks, Fuzzy Systems and Kernel Methods. IEEE Transactions on Cybernetics.DOI
Wenhao Ying, Fu-Lai Chung, Shitong Wang (2014). Scaling Up Synchronization-Inspired Partitioning Clustering. IEEE Transactions on Knowledge and Data Engineering.DOI
Wenjun Hu, Shitong Wang, Juan Wang, Qisheng Yan (2014). Maximum Margin Logistic Vector Machine. Journal of Software.DOI
Qisheng Yan, Shitong Wang, Bingqing Li (2014). Forecasting Uranium Resource Price Prediction by Extreme Learning Machine with Empirical Mode Decomposition and Phase Space Reconstruction. Discrete Dynamics in Nature and Society.DOI
Yizhang Jiang, Fu-Lai Chung, Shitong Wang (2014). Enhanced fuzzy partitions vs data randomness in FCM. Journal of Intelligent & Fuzzy Systems.DOI
Fan Yang, Yingying Xu, Shitong Wang, Hong‐Bin Shen (2013). Image-based classification of protein subcellular location patterns in human reproductive tissue by ensemble learning global and local features. Neurocomputing.DOI
Jun Gao, Fu-Lai Chung, Shitong Wang (2013). MSAFC: matrix subspace analysis with fuzzy clustering ability. Soft Computing.DOI
Zhaohong Deng, Kup‐Sze Choi, Longbing Cao, Shitong Wang (2013). T2FELA: Type-2 Fuzzy Extreme Learning Algorithm for Fast Training of Interval Type-2 TSK Fuzzy Logic System. IEEE Transactions on Neural Networks and Learning Systems.DOI
Jun Wang, Fu-Lai Chung, Shitong Wang, Zhaohong Deng (2013). Double indices-induced FCM clustering and its integration with fuzzy subspace clustering. Pattern Analysis and Applications.DOI
Yizhang Jiang, Zhaohong Deng, Shitong Wang, Tongguang Ni (2013). Training probability transductive classifiers for group probability datasets based on regression. International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).DOI
Shitong Wang, Jun Wang, Fu-Lai Chung (2013). Kernel Density Estimation, Kernel Methods, and Fast Learning in Large Data Sets. IEEE Transactions on Cybernetics.DOI
Jun Wang, Shitong Wang, Fu-Lai Chung, Zhaohong Deng (2013). Fuzzy partition based soft subspace clustering and its applications in high dimensional data. Information Sciences.DOI
Zhaohong Deng, Yizhang Jiang, Kup‐Sze Choi, Fu-Lai Chung, Shitong Wang (2013). Knowledge-Leverage-Based TSK Fuzzy System Modeling. IEEE Transactions on Neural Networks and Learning Systems.DOI
Shitong Wang (2013). Multi-classification method applied to face recognition based on mixed Gaussian distribution. Jisuanji yingyong yanjiu.
Shitong Wang (2013). 0-Order-L2-Norm-Takagi-Sugeno-Kang Type Transfer Learning Fuzzy System. Dianzi xuebao.
Shitong Wang (2013). Large Margin and Fast Learning Model Based on Difference of Similarity.
Wenjun Hu, Kup‐Sze Choi, Yonggen Gu, Shitong Wang (2012). Minimum–maximum local structure information for feature selection. Pattern Recognition Letters.DOI
Jun Wang, Fu-Lai Chung, Zhaohong Deng, Shitong Wang, Wenhao Ying (2012). Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection. Artificial Intelligence in Medicine.DOI
Zhenping Xie, Shitong Wang (2012). Some Remarks on FCMLS with its Application to Foreground Extraction. Journal of Algorithms & Computational Technology.DOI
Wenjun Hu, Fu-Lai Chung, Shitong Wang, Wenhao Ying (2012). Scaling up minimum enclosing ball with total soft margin for training on large datasets. Neural Networks.DOI
Zhaohong Deng, Shitong Wang, Fu-Lai Chung (2012). A minimax probabilistic approach to feature transformation for multi-class data. Applied Soft Computing.DOI
Jianwen Tao, Fu-Lai Chung, Shitong Wang (2012). A kernel learning framework for domain adaptation learning. Science China Information Sciences.DOI
Jun Wang, Shitong Wang, Zhaohong Deng, Fu-Lai Chung (2012). Double indices induced FCM clustering and its integration with fuzzy subspace clustering. Proceedings of ... IEEE International Conference on Fuzzy Systems.DOI
Jianwen Tao, Fu-Lai Chung, Shitong Wang (2012). On minimum distribution discrepancy support vector machine for domain adaptation. Pattern Recognition.DOI
Shitong Wang, Zhaohong Deng, Fu-Lai Chung, Wenjun Hu (2012). From Gaussian kernel density estimation to kernel methods. International Journal of Machine Learning and Cybernetics.DOI
Pengjiang Qian, Fu-Lai Chung, Shitong Wang, Zhaohong Deng (2012). Fast Graph-Based Relaxed Clustering for Large Data Sets Using Minimal Enclosing Ball. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics).DOI
Jun Wu, Shitong Wang (2011). Images classification based on combination of positive and negative fuzzy rules: Images classification based on combination of positive and negative fuzzy rules.DOI
Jun Wu, Shitong Wang, Xin Zhao (2011). Positive and negative fuzzy rule system, extreme learning machine and image classification. Journal of Image and Graphics.DOI
Shitong Wang (2011). Mercer kernel based hybrid C-means fuzzy clustering algorithm with dynamic weight. Jisuanji yingyong yanjiu.
Shitong Wang (2011). Maximum margin novelty detection method based on small amount of abnormal data. Jisuanji yingyong yanjiu.
Shitong Wang (2011). Analyzing of Gravitational Search Algorithm Based on Triangular Norms.
Shitong Wang (2011). A Fast Video Smoke Detection Algorithm by Analyzing Fluttering. Microelectronics & Computer.
Shitong Wang (2011). Anomalous Detection Classifier of Variance Preserving. Jisuanji gongcheng.
Shitong Wang (2011). Research on anti-noise approximator using the method of packet interval type-2 fuzzy neural networks. Computer Engineering and Applications Journal.
Shitong Wang (2011). Novel approach for edge detection based on improved spring-mass model. Jisuanji yingyong yanjiu.
Shitong Wang (2011). Classification method based on large margin and fuzzy kernel hyper-ball. Journal of Computer Applications.
Wenjun Hu, Fu-Lai Chung, Shitong Wang (2011). The Maximum Vector-Angular Margin Classifier and its fast training on large datasets using a core vector machine. Neural Networks.DOI
Suqun Cao, Shitong Wang, Quanyin Zhu (2011). A Novel Unsupervised Optimal Discriminant Plane. International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES).DOI
Zhenping Xie, Shitong Wang, Dewen Hu (2011). New insight at level set & Gaussian mixture model for natural image segmentation. Signal Image and Video Processing.DOI
Zhaohong Deng, Kup‐Sze Choi, Fu-Lai Chung, Shitong Wang (2011). EEW-SC: Enhanced Entropy-Weighting Subspace Clustering for high dimensional gene expression data clustering analysis. Applied Soft Computing.DOI
Zhaohong Deng, Shitong Wang, Qun Gao, Yonghui Pan (2011). Fuzzy inference mechanism based automatic elastic registration of two-dimensional gel electrophoresis images. International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).DOI
Zhancheng Zhang, Xiaoqing Luo, Shitong Wang (2011). Speeding up local and global learning of M4. International Conference on Natural Computation (ICNC).DOI
Xiang Zhang, Zhaohong Deng, Shitong Wang, Kup‐Sze Choi (2011). Maximum Entropy Relief Feature Weighting. Journal of Computer Research and Development.
Zhancheng Zhang, Shitong Wang, Fu-Lai Chung (2011). Collaborative Classification Mechanism for Privacy-Preserving. Journal of Computer Research and Development.
Dai Wei, Shitong Wang (2011). Using Mean-Shift to Improve Active Shape Model Search. Journal of Algorithms & Computational Technology.DOI
Xiaoming Wang, Fu-Lai Chung, Shitong Wang (2011). Theoretical analysis for solution of support vector data description. Neural Networks.DOI
Shitong Wang (2011). Enhanced version of gravitational search algorithm:weighted GSA. Computer Engineering and Applications Journal.
Xiao‐Jun Wu, SU Dong-xue, Xiaoqing Luo, Shitong Wang, Jing-Yu Yang (2007). A new similarity function for region based image fusion incorporating Gabor filters and fuzzy c-means clustering. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Qinli Zhang, Shitong Wang, Qi Guo (2007). A Novel SVM and Its Application to Breast Cancer Diagnosis. International Conference on Bioinformatics and Biomedical Engineering.DOI
Chenxi Luo, Zhaohong Deng, Guanjin Wang, Zhuangzhuang Zhao, Dongxing Gu, Kup‐Sze Choi, Shitong Wang (2026). Efficient Fuzzy Label Generation and Label Learning Based on Dual-Loop Dynamic Progressive Learning. SSRN Electronic Journal.DOI
Maosen Long, Fu-Lai Chung, Shitong Wang (2026). Adversarial Knowledge Augmentation Based Learning for Enhancing Interpretable Fuzzy-rule-based Classification. SSRN Electronic Journal.DOI
Yuchen Li, Fu-Lai Chung, Shitong Wang (2024). Fully Interpretable Stacking Fuzzy Classifier and its Stochastic Configuration Based Learning for High-Dimensional Data. SSRN Electronic Journal.DOI
Wei Zhang, Zhaohong Deng, Qiongdan Lou, Te Zhang, Kup‐Sze Choi, Shitong Wang (2022). Tsk Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification. SSRN Electronic Journal.DOI
Peng Xu, Zhaohong Deng, Kup‐Sze Choi, Jun Wang, Shitong Wang (2019). Joint Information Preservation for Heterogeneous Domain Adaptation. arXiv (Cornell University).DOI
书籍章节
Wei Zhang, Zhaohong Deng, Kup‐Sze Choi, Jun Wang, Shitong Wang (2025). Dual representation learning for one-step clustering of multi-view data. Artificial Intelligence Review.DOI
Jun Wang, Zhaohong Deng, Shitong Wang, Qun Gao (2014). Training Generalized Feedforword Kernelized Neural Networks on Very Large Datasets for Regression Using Minimal-Enclosing-Ball Approximation. Proceedings in adaptation, learning and optimization.DOI
Zhaohong Deng, Shitong Wang (2014). Novel Inductive and Transductive Transfer Learning Approaches Based on Support Vector Learning. Springer eBooks.DOI