Shitong Wang

334 papers A* 1A 1B 7C 2Misc 7Journal 295Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Cognitively "AND"-Biased Adversarial TSK Fuzzy Classifier: Training and Generalization Analysis.
IEEE Trans. Syst. Man Cybern. Syst.
Runshan Xie, Fu-Lai Chung, Shitong Wang
2026 J jnl
A Fuzzy Large TabNet-Based Model and Its Distillation Learning for Noisy-Labeled Data via Consequent Additive Decomposition.
IEEE Trans. Fuzzy Syst.
Yuchen Li, Chi-Man Vong, Shitong Wang
2026 J jnl
Antinoisy-Labeling AUC Maximization Learning for Fuzzy Classification on Imbalanced Data.
IEEE Trans. Fuzzy Syst.
Yuchen Li, Fu-Lai Chung, Shitong Wang
2026 J jnl
Component-wise independent adaptive learning and local optimization for long-term forecasting.
Eng. Appl. Artif. Intell.
Fei Chen, Ke Cheng, Shitong Wang, Yuanquan Wang
2026 J jnl
Distribution entropy regularized multimodal subspace support vector data description for anomaly detection.
Pattern Recognit.
Chuang Wang, Xin Ning, Pengjiang Qian, Wenjun Hu, Jian Yao, Eddie-Yin-Kwee Ng, Khin Wee Lai, Shitong Wang
2026 J jnl
Enhanced One-Step Incomplete Multiview Fuzzy Clustering With Dual Representation Learning.
IEEE Trans. Fuzzy Syst.
Wei Zhang, Zhaohong Deng, Weiping Ding, Jun Zhou, Te Zhang, Kup-Sze Choi, Shitong Wang
2026 J jnl
Fully & partially-transmitted-rule fusion: A novel hierarchical fuzzy classification with application to nasopharyngeal cancer's metastasis prediction.
Fuzzy Sets Syst.
Ta Zhou, Yuanqing Yang, Wei Yan, Weiqin Liu, Xibei Yang, Weiping Ding, Jing Cai, Shitong Wang
2026 J jnl
Fully interpretable rectal cancer staging prediction by TSK fuzzy classifier with its small sample learning on MR images.
Appl. Soft Comput.
Erhao Zhou, Jin Zhang, Yichen Sun, Shitong Wang
2026 J jnl
Fuzzy Apriori classifier enhanced by stacking and adversarial knowledge assistance.
Inf. Fusion
Runshan Xie, Fu-Lai Chung, Shitong Wang
2026 J jnl
GFS-Edge: Graph Fuzzy System for Edge Prediction.
IEEE Trans. Fuzzy Syst.
Fuping Hu, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2026 J jnl
Knowledge Calibration Fusion and Label Space Graph Regularization-Based Multicenter Fuzzy Systems.
IEEE Trans. Fuzzy Syst.
Chuang Wang, Pengjiang Qian, Weiwei Cai, Jian Yao, Yizhang Jiang, Wenjun Hu, Eddie-Yin-Kwee Ng, Shitong Wang
2026 J jnl
Nested Stacking TSK Fuzzy Classifier by Additive-Rule-Decomposition and Antinoisy-Labeling Based Learning on Large-Scale Noisy Labeling Data.
IEEE Trans. Fuzzy Syst.
Yuchen Li, Zhengxun Guo, Chi-Man Vong, Shitong Wang
2025 J jnl
A Fuzzy Transfer Reservoir Learning Machine Through Domain Enhancement on Multiple Sources.
IEEE Trans. Syst. Man Cybern. Syst.
Jiawei Lin, Fu-Lai Chung, Shitong Wang
2025 J jnl
A calibrated fully interpretable fuzzy classifier via Vapnik-Chervonenkis-dimension minimization learning.
Inf. Sci.
Yuchen Li, Fu-Lai Chung, Yusuke Nojima, Shitong Wang
2025 J jnl
A fully interpretable stacking fuzzy classifier with stochastic configuration-based learning for high-dimensional data.
Inf. Sci.
Yuchen Li, Fu-Lai Chung, Shitong Wang
2025 J jnl
Adversarial de-overlapping learning machines for supervised and semi-supervised learning.
Int. J. Mach. Learn. Cybern.
Yichen Sun, Chi-Man Vong, Shitong Wang
2025 J jnl
An Interpretable Ensemble Fuzzy Classifier for Smartphone Sensor-Based Human Activity Classification.
IEEE Trans. Ind. Informatics
Runshan Xie, Guanjin Wang, Shitong Wang
2025 J jnl
An ensemble clustering method via learning the CA matrix with fuzzy neighbors.
Inf. Fusion
Zekang Bian, Linbiao Yu, Jia Qu, Zhaohong Deng, Shitong Wang
2025 J jnl
Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems.
Knowl. Based Syst.
Yuchen Li, Chi-Man Vong, C. L. Philip Chen, Shitong Wang
2025 J jnl
DRIMV_TSK: An Interpretable Surgical Evaluation Model for Incomplete Multi-View Rectal Cancer Data.
CoRR
Wei Zhang, Zi Wang, Hanwen Zhou, Zhaohong Deng, Weiping Ding, Yuxi Ge, Te Zhang, Yuanpeng Zhang, Kup-Sze Choi, Shitong Wang, Shudong Hu
2025 J jnl
DTS-MixNet: Dynamic Spatiotemporal Graph Mixed Network for Anomaly Detection in Multivariate Time Series.
Big Data Cogn. Comput.
Chengxun Tan, Jiayi Hu, Jian Li, Minmin Miao, Wenjun Hu, Shitong Wang
2025 J jnl
Dual Anchor Graph Fuzzy Clustering for Multiview Data.
IEEE Trans. Fuzzy Syst.
Wei Zhang, Xiuyu Huang, Andong Li, Te Zhang, Weiping Ding, Zhaohong Deng, Shitong Wang
2025 J jnl
Dual representation learning for one-step clustering of multi-view data.
Artif. Intell. Rev.
Wei Zhang, Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang
2025 J jnl
Enhanced label propagation via triply affinity fusion for semi-supervised classification.
J. Supercomput.
Yichen Sun, Qianqian Sun, Erhao Zhou, Min Wu, Shitong Wang
2025 J jnl
Enhancing visible-infrared person re-identification via original-channel contrastive learning.
Vis. Comput.
Xuecheng Hua, Gege Zhu, Ke Cheng, Shitong Wang
2025 J jnl
From Local to Global: A Progressive Collaborative Learning Framework for Multitask TSK Fuzzy System Modeling.
IEEE Trans. Fuzzy Syst.
Zhuangzhuang Zhao, Zhaohong Deng, Chenxi Luo, Kup-Sze Choi, Shitong Wang, Yuxi Ge, Shudong Hu
2025 J jnl
Fully Interpretable Gaussian Centralized TSK Fuzzy Classifier From Probabilistic Perspective: Concepts, Output-Stability-Based Learning, and Ensemble.
IEEE Trans. Fuzzy Syst.
Yuchen Li, Fu-Lai Chung, Yusuke Nojima, Shitong Wang
2025 J jnl
Fuzzy Overlapping Modularity Clustering for Symmetric-Tensor Based Graph.
IEEE Trans. Fuzzy Syst.
Yichen Sun, Chi-Man Vong, Shitong Wang
2025 J jnl
Local-Aware Residual Attention Vision Transformer for Visible-Infrared Person Re-Identification.
ACM Trans. Multim. Comput. Commun. Appl.
Xuecheng Hua, Ke Cheng, Gege Zhu, Hu Lu, Yuanquan Wang, Shitong Wang
2025 J jnl
MSCMNet: Multi-scale Semantic Correlation Mining for Visible-Infrared Person Re-Identification.
Pattern Recognit.
Xuecheng Hua, Ke Cheng, Hu Lu, Juanjuan Tu, Yuanquan Wang, Shitong Wang
2025 J jnl
Misclassification-Error-Inspired Ensemble of Interpretable First-Order TSK Fuzzy Subclassifiers: A Novel Multiview Learning Perspective.
IEEE Trans. Fuzzy Syst.
Maosen Long, Fu-Lai Chung, Shitong Wang
2025 J jnl
Multi-View Utility-Based Clustering: A Mutually Supervised Perspective.
Symmetry
Zhibin Jiang, Jie Zhou, Shitong Wang
2025 J jnl
One-Step Fuzzy Ensemble Clustering Method via Embedding Ground-Truth Cluster Number Graphs.
IEEE Trans. Fuzzy Syst.
Zekang Bian, Jia Qu, Zhaohong Deng, Shitong Wang
2025 J jnl
Stacked Ensemble of Extremely Interpretable Takagi-Sugeno-Kang Fuzzy Classifiers for High-Dimensional Data.
IEEE Trans. Syst. Man Cybern. Syst.
Yuchen Li, Erhao Zhou, Chi-Man Vong, Shitong Wang
2025 J jnl
Switching fuzzy transfer learning for multimodal reservoir fuzzy echo state networks.
J. Ind. Inf. Integr.
Jiawei Lin, Fu-Lai Chung, Shitong Wang
2025 J jnl
m2ST: dual multi-scale graph clustering for spatially resolved transcriptomics.
Bioinform.
Wei Zhang, Ziqi Zhang, Hailong Yang, Te Zhang, Shu Jiang, Ning Qiao, Zhaohong Deng, Xiaoyong Pan, Hong-Bin Shen, Dong-Jun Yu, Shitong Wang
2024 J jnl
A Cognitively Confidence-Debiased Adversarial Fuzzy Apriori Method.
IEEE Trans. Fuzzy Syst.
Runshan Xie, Fu-Lai Chung, Shitong Wang
2024 J jnl
A Fast Parametric and Structural Transfer Leaky Integrator Echo State Network for Reservoir Computing.
IEEE Trans. Syst. Man Cybern. Syst.
Jiawei Lin, Fu-Lai Chung, Shitong Wang
2024 J jnl
A Novel Style Takagi-Sugeno-Kang Fuzzy Classifier With Its Fast Training on Style Data.
IEEE Trans. Circuits Syst. Video Technol.
Suhang Gu, Fu-Lai Chung, Shitong Wang
2024 J jnl
A Robust Multilabel Method Integrating Rule-Based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance.
IEEE Trans. Emerg. Top. Comput. Intell.
Qiongdan Lou, Zhaohong Deng, Qingbing Sang, Zhiyong Xiao, Kup-Sze Choi, Shitong Wang
2024 — conf
A Wide Fuzzy Apriori Classifier with Triple Diversity Guarantee from Feature, Sample and Rule Levels.
FUZZ
Shitong Wang, Runshan Xie
2024 J jnl
A novel data-free continual learning method with contrastive reversion.
Int. J. Mach. Learn. Cybern.
Chu Wu, Runshan Xie, Shitong Wang
2024 J jnl
A two-view deep interpretable TSK fuzzy classifier under mutually teachable classification criterion.
Inf. Sci.
Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang
2024 J jnl
Bayes-Decisive Linear KNN with Adaptive Nearest Neighbors.
Int. J. Intell. Syst.
Jin Zhang, Zekang Bian, Shitong Wang
2024 J jnl
Consistency and Complementarity Jointly Regularized Subspace Support Vector Data Description for Multimodal Data.
Int. J. Intell. Syst.
Chuang Wang, Wenjun Hu, Juan Wang, Pengjiang Qian, Shitong Wang
2024 J jnl
Deep Image Feature Learning With Fuzzy Rules.
IEEE Trans. Emerg. Top. Comput. Intell.
Xiang Ma, Liangzhe Chen, Zhaohong Deng, Peng Xu, Qisheng Yan, Kup-Sze Choi, Shitong Wang
2024 J jnl
Deep adversarial reconstruction classification network for unsupervised domain adaptation.
Int. J. Mach. Learn. Cybern.
Jiawei Lin, Zekang Bian, Shitong Wang
2024 J jnl
Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-Step Wide Calculation.
IEEE Trans. Fuzzy Syst.
Runshan Xie, Chi-Man Vong, Shitong Wang
2024 J jnl
End-to-End Multiview Fuzzy Clustering With Double Representation Learning and Visible-Hidden View Cooperation.
IEEE Trans. Fuzzy Syst.
Hongtan Yang, Zhaohong Deng, Wei Zhang, Qunzhuo Wu, Kup-Sze Choi, Shitong Wang
2024 J jnl
GFS-Node: Graph Fuzzy Systems for Node Prediction.
IEEE Trans. Fuzzy Syst.
Fuping Hu, Zhaohong Deng, Zhenping Xie, Te Zhang, Kup-Sze Choi, Fan Zhang, Shitong Wang
2024 J jnl
Graph Fuzzy System for the Whole Graph Prediction: Concepts, Models, and Algorithms.
IEEE Trans. Fuzzy Syst.
Fuping Hu, Zhaohong Deng, Guanjin Wang, Zhenping Xie, Kup-Sze Choi, Shitong Wang
2024 J jnl
HGLA: Biomolecular Interaction Prediction Based on Mixed High-Order Graph Convolution With Filter Network via LSTM and Channel Attention.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zhen Zhang, Zhaohong Deng, Ruibo Li, Wei Zhang, Qiongdan Lou, Kup-Sze Choi, Shitong Wang
2024 J jnl
Internally and Generatively Decorrelated Ensemble of First-Order Takagi-Sugeno-Kang Fuzzy Regressors With Quintuply Diversity Guarantee.
IEEE Trans. Fuzzy Syst.
Erhao Zhou, Chi-Man Vong, Yusuke Nojima, Shitong Wang
2024 J jnl
Joint group and pairwise localities embedding for feature extraction.
Inf. Sci.
Wenjun Hu, Ke Zhang, Shitong Wang, Yong Zhang
2024 J jnl
MVDINET: A Novel Multi-Level Enzyme Function Predictor With Multi-View Deep Interactive Learning.
IEEE ACM Trans. Comput. Biol. Bioinform.
Wenliang Tang, Zhaohong Deng, Hanwen Zhou, Wei Zhang, Fuping Hu, Kup-Sze Choi, Shitong Wang
2024 J jnl
Multi-View Fuzzy Representation Learning With Rules Based Model.
IEEE Trans. Knowl. Data Eng.
Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Shitong Wang
2024 J jnl
Multiview Fully Interpretable TSK Fuzzy Classifier Enhanced by Multiview Accompanying GMMs.
IEEE Trans. Fuzzy Syst.
Erhao Zhou, Fu-Lai Chung, Shitong Wang
2024 J jnl
Multiview Transfer Representation Learning With TSK Fuzzy System for EEG Epilepsy Detection.
IEEE Trans. Fuzzy Syst.
Andong Li, Zhaohong Deng, Wei Zhang, Zhiyong Xiao, Kup-Sze Choi, Yueying Liu, Shudong Hu, Shitong Wang
2024 J jnl
One-Step Multiview Fuzzy Clustering With Collaborative Learning Between Common and Specific Hidden Space Information.
IEEE Trans. Neural Networks Learn. Syst.
Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Shitong Wang
2024 J jnl
Reservoir Transfer Learning Through Source Enhancement Reconstructed With Reservoir Stein Discrepancy.
IEEE Internet Things J.
Jiawei Lin, Fu-Lai Chung, Shitong Wang
2024 J jnl
Residual Sketch Learning for a Feature-Importance-Based and Linguistically Interpretable Ensemble Classifier.
IEEE Trans. Neural Networks Learn. Syst.
Zekang Bian, Jin Zhang, Fu-Lai Chung, Shitong Wang
2024 J jnl
Rules-Based Heterogeneous Feature Transfer Learning Using Fuzzy Inference.
IEEE Trans. Fuzzy Syst.
Qiongdan Lou, Wu Sun, Wei Zhang, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2024 J jnl
Shared style linear k nearest neighbor classification method.
Expert Syst. Appl.
Jin Zhang, Zekang Bian, Shitong Wang
2024 J jnl
Style linear
Appl. Soft Comput.
Jin Zhang, Zekang Bian, Shitong Wang
2024 J jnl
Weighted adaptively ensemble clustering method based on fuzzy Co-association matrix.
Inf. Fusion
Zekang Bian, Jia Qu, Jie Zhou, Zhibin Jiang, Shitong Wang
2023 C ed.
23rd IEEE/ACIS International Conference on Computer and Information Science, ICIS 2023, Wuxi, China, June 23-25, 2023
ICIS
Yuan Liu, Roger Lee, Wei Fang, Fanzhang Li, Shitong Wang, Dongrui Wu, Yinghui Wang, Xiajun Wu
2023 J jnl
A Fully Interpretable First-Order TSK Fuzzy System and Its Training With Negative Entropic and Rule-Stability-Based Regularization.
IEEE Trans. Fuzzy Syst.
Erhao Zhou, Chi-Man Vong, Yusuke Nojima, Shitong Wang
2023 J jnl
A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance.
CoRR
Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2023 J jnl
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion.
CoRR
Yuanyuan Wang, Zhaohong Deng, Qiongdan Lou, Shudong Hu, Kup-Sze Choi, Shitong Wang
2023 J jnl
Corrigendum to "Least learning machine and its experimental studies on regression capability" [Applied Soft Computing 21 (2014) 677-684].
Appl. Soft Comput.
Shitong Wang, Fu-Lai Chung, Jun Wu, Jun Wang
2023 J jnl
End-to-End Incomplete Multiview Fuzzy Clustering With Adaptive Missing View Imputation and Cooperative Learning.
IEEE Trans. Fuzzy Syst.
Wei Zhang, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2023 J jnl
Fast AUC Maximization Learning Machine With Simultaneous Outlier Detection.
IEEE Trans. Cybern.
Yichen Sun, Chi-Man Vong, Shitong Wang
2023 J jnl
Fuzzy style flat-based clustering.
Inf. Sci.
Suhang Gu, Fu-Lai Chung, Shitong Wang
2023 J jnl
Global Plus Local Jointly Regularized Support Vector Data Description for Novelty Detection.
IEEE Trans. Neural Networks Learn. Syst.
Wenjun Hu, Tianjie Hu, Yuzhen Wei, Jungang Lou, Shitong Wang
2023 J jnl
Hybrid-ensemble-based interpretable TSK fuzzy classifier for imbalanced data.
Inf. Fusion
Zekang Bian, Jin Zhang, Yusuke Nojima, Fu-Lai Chung, Shitong Wang
2023 Misc conf
Improved Training of GMM-Based TSK Fuzzy System from Stability Perspective.
ISKE
Erhao Zhou, Guanjin Wang, Shitong Wang
2023 J jnl
Improved large margin classifier via bounding hyperellipsoid.
Inf. Sci.
Xiaoming Wang, Shitong Wang, Yajun Du, Zengxi Huang
2023 J jnl
Multi-Label Takagi-Sugeno-Kang Fuzzy System.
CoRR
Qiongdan Lou, Zhaohong Deng, Zhiyong Xiao, Kup-Sze Choi, Shitong Wang
2023 J jnl
Multi-scale Semantic Correlation Mining for Visible-Infrared Person Re-Identification.
CoRR
Ke Cheng, Xuecheng Hua, Hu Lu, Juanjuan Tu, Yuanquan Wang, Shitong Wang
2023 J jnl
Multi-view Fuzzy Representation Learning with Rules based Model.
CoRR
Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Shitong Wang
2023 J jnl
Novel multi-view Takagi-Sugeno-Kang fuzzy system for epilepsy EEG detection.
J. Ambient Intell. Humaniz. Comput.
Yarong Li, Pengjiang Qian, Shuihua Wang, Shitong Wang
2023 J jnl
Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage.
IEEE Trans. Emerg. Top. Comput. Intell.
Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang
2023 J jnl
Takagi-Sugeno-Kang Fuzzy System Towards Label-scarce Incomplete Multi-View Data Classification.
Inf. Sci.
Wei Zhang, Zhaohong Deng, Qiongdan Lou, Te Zhang, Kup-Sze Choi, Shitong Wang
2022 J jnl
A fuzzy system with common linear-term consequents equivalent to FLNN and GMM.
Int. J. Mach. Learn. Cybern.
Yuanpeng Zhang, Guanjin Wang, Fu-Lai Chung, Shitong Wang
2022 J jnl
A wide interpretable Gaussian Takagi-Sugeno-Kang fuzzy classifier and its incremental learning.
Knowl. Based Syst.
Runshan Xie, Shitong Wang
2022 J jnl
Double-coupling learning for multi-task data stream classification.
Inf. Sci.
Yingzhong Shi, Andong Li, Zhaohong Deng, Qisheng Yan, Qiongdan Lou, Haoran Chen, Kup-Sze Choi, Shitong Wang
2022 J jnl
Dual Representation Learning for One-Step Clustering of Multi-View Data.
CoRR
Wei Zhang, Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang
2022 J jnl
Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission.
IEEE Trans. Emerg. Top. Comput. Intell.
Runshan Xie, Chi-Man Vong, C. L. Philip Chen, Shitong Wang
2022 J jnl
Easy Domain Adaptation for cross-subject multi-view emotion recognition.
Knowl. Based Syst.
Chuangquan Chen, Chi-Man Vong, Shitong Wang, Hongtao Wang, Miaoqi Pang
2022 J jnl
Enhanced Fuzzy Random Forest by Using Doubly Randomness and Copying From Dynamic Dictionary Attributes.
IEEE Trans. Fuzzy Syst.
Zekang Bian, Fu-Lai Chung, Shitong Wang
2022 J jnl
Enhanced Multiview Fuzzy Clustering Using Double Visible-Hidden View Cooperation and Network LASSO Constraint.
IEEE Trans. Fuzzy Syst.
Zhaohong Deng, Ling Liang, Hongtan Yang, Wei Zhang, Qiongdan Lou, Kup-Sze Choi, Te Zhang, Jin Zhou, Shitong Wang
2022 J jnl
Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules With Gradient Guided Learning.
IEEE Trans. Fuzzy Syst.
Suhang Gu, Chi-Man Vong, Pak-Kin Wong, Shitong Wang
2022 J jnl
Fuzzy KNN Method With Adaptive Nearest Neighbors.
IEEE Trans. Cybern.
Zekang Bian, Chi-Man Vong, Pak-Kin Wong, Shitong Wang
2022 J jnl
Fuzzy rule dropout with dynamic compensation for wide learning algorithm of TSK fuzzy classifier.
Appl. Soft Comput.
Bin Qin, Fulai Chung, Yusuke Nojima, Hisao Ishibuchi, Shitong Wang
2022 J jnl
Graph Fuzzy System: Concepts, Models and Algorithms.
CoRR
Fuping Hu, Zhaohong Deng, Zhenping Xie, Kup-Sze Choi, Shitong Wang
2022 J jnl
Incomplete Multiple View Fuzzy Inference System With Missing View Imputation and Cooperative Learning.
IEEE Trans. Fuzzy Syst.
Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Jun Wang, Shitong Wang
2022 J jnl
Integration of an imbalance framework with novel high-generalizable classifiers for radiomics-based distant metastases prediction of advanced nasopharyngeal carcinoma.
Knowl. Based Syst.
Yuanpeng Zhang, Saikit Lam, Tingting Yu, Xinzhi Teng, Jiang Zhang, Francis Kar-ho Lee, Kwok-hung Au, Celia Wai-yi Yip, Shitong Wang, Jing Cai
2022 J jnl
KAT: A Knowledge Adversarial Training Method for Zero-Order Takagi-Sugeno-Kang Fuzzy Classifiers.
IEEE Trans. Cybern.
Bin Qin, Fu-Lai Chung, Shitong Wang
2022 J jnl
MDGF-MCEC: a multi-view dual attention embedding model with cooperative ensemble learning for CircRNA-disease association prediction.
Briefings Bioinform.
Qunzhuo Wu, Zhaohong Deng, Xiaoyong Pan, Hong-Bin Shen, Kup-Sze Choi, Shitong Wang, Jing Wu, Dong-Jun Yu
2022 J jnl
Manifold-Regularized Multitask Fuzzy System Modeling With Low-Rank and Sparse Structures in Consequent Parameters.
IEEE Trans. Fuzzy Syst.
Jun Wang, Zhuangzhuang Zhao, Zhaohong Deng, Kup-Sze Choi, Lejun Gong, Jun Shi, Shitong Wang
2022 J jnl
Monotonic relation-constrained Takagi-Sugeno-Kang fuzzy system.
Inf. Sci.
Zhaohong Deng, Ya Cao, Qiongdan Lou, Kup-Sze Choi, Shitong Wang
2022 J jnl
Multi-View Clustering With the Cooperation of Visible and Hidden Views.
IEEE Trans. Knowl. Data Eng.
Zhaohong Deng, Ruixiu Liu, Peng Xu, Kup-Sze Choi, Wei Zhang, Xiaobin Tian, Te Zhang, Ling Liang, Bin Qin, Shitong Wang
2022 J jnl
Multi-scale Multi-instance Multi-feature Joint Learning Broad Network (M
Knowl. Based Syst.
Qi Lai, Chi-Man Vong, Pak-Kin Wong, Shitong Wang, Tao Yan, I. Cheong Choi, Hon Ho Yu
2022 J jnl
Multi-view clustering by virtually passing mutually supervised smooth messages.
Inf. Sci.
Suhang Gu, Fu-Lai Chung, Shitong Wang
2022 J jnl
Multilabel Takagi-Sugeno-Kang Fuzzy System.
IEEE Trans. Fuzzy Syst.
Qiongdan Lou, Zhaohong Deng, Zhiyong Xiao, Kup-Sze Choi, Shitong Wang
2022 J jnl
Prediction by Fuzzy Clustering and KNN on Validation Data With Parallel Ensemble of Interpretable TSK Fuzzy Classifiers.
IEEE Trans. Syst. Man Cybern. Syst.
Xiongtao Zhang, Yusuke Nojima, Hisao Ishibuchi, Wenjun Hu, Shitong Wang
2022 J jnl
Robust Multi-Label Relief Feature Selection Based on Fuzzy Margin Co-Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi, Hong-Bin Shen, Jun Wang, Shitong Wang
2022 J jnl
Self-paced and Bayes-decision-rule linear KNN prediction.
Int. J. Mach. Learn. Cybern.
Jin Zhang, Zekang Bian, Shitong Wang
2022 J jnl
Transductive Multiview Modeling With Interpretable Rules, Matrix Factorization, and Cooperative Learning.
IEEE Trans. Cybern.
Wei Zhang, Zhaohong Deng, Jun Wang, Kup-Sze Choi, Te Zhang, Xiaoqing Luo, Hong-Bin Shen, Wenhao Ying, Shitong Wang
2022 — conf
Wide Ensemble of Interpretable TSK Fuzzy Classifiers with Application to Smartphone Sensor-Based Human Activity Recognition.
ICONIP (7)
Runshan Xie, Shitong Wang
2022 J jnl
circRNA-binding protein site prediction based on multi-view deep learning, subspace learning and multi-view classifier.
Briefings Bioinform.
Hui Li, Zhaohong Deng, Haitao Yang, Xiaoyong Pan, Zhisheng Wei, Hong-Bin Shen, Kup-Sze Choi, Lei Wang, Shitong Wang, Jing Wu
2021 J jnl
A Novel TSK Fuzzy System Incorporating Multi-view Collaborative Transfer Learning for Personalized Epileptic EEG Detection.
CoRR
Andong Li, Zhaohong Deng, Qiongdan Lou, Kup-Sze Choi, Hong-Bin Shen, Shitong Wang
2021 J jnl
A novel weighted fuzzy c-means based on feature weight learning.
J. Intell. Fuzzy Syst.
Xingguang Pan, Lin Wang, Chengquan Huang, Shitong Wang, Haiqing Chen
2021 J jnl
Condensing the solution of support vector machines via radius-margin bound.
Appl. Soft Comput.
Xiaoming Wang, Shitong Wang, Zengxi Huang, Yajun Du
2021 J jnl
Formulating Ensemble Learning of SVMs Into a Single SVM Formulation by Negative Agreement Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Jie Zhou, Zhibin Jiang, Fu-Lai Chung, Shitong Wang
2021 J jnl
Fuzzy Density Peaks Clustering.
IEEE Trans. Fuzzy Syst.
Zekang Bian, Fu-Lai Chung, Shitong Wang
2021 J jnl
Fuzzy Style K-Plane Clustering.
IEEE Trans. Fuzzy Syst.
Suhang Gu, Yusuke Nojima, Hisao Ishibuchi, Shitong Wang
2021 Misc conf
Lifting up Imbalanced Data Classification to SVM Based Ensemble Level on Oversampling Feature Spaces.
ISKE
Jin Zhang, Shitong Wang
2021 J jnl
Multitask TSK Fuzzy System Modeling by Jointly Reducing Rules and Consequent Parameters.
IEEE Trans. Syst. Man Cybern. Syst.
Jun Wang, Defu Lin, Zhaohong Deng, Yizhang Jiang, Jihua Zhu, Lei Chen, Zuoyong Li, Lejun Gong, Shitong Wang
2021 J jnl
RNA-binding protein recognition based on multi-view deep feature and multi-label learning.
Briefings Bioinform.
Haitao Yang, Zhaohong Deng, Xiaoyong Pan, Hong-Bin Shen, Kup-Sze Choi, Lei Wang, Shitong Wang, Jing Wu
2021 J jnl
Realizing Deep High-Order TSK Fuzzy Classifier by Ensembling Interpretable Zero-Order TSK Fuzzy Subclassifiers.
IEEE Trans. Fuzzy Syst.
Bin Qin, Yusuke Nojima, Hisao Ishibuchi, Shitong Wang
2021 J jnl
Selective Transfer Classification Learning With Classification-Error-Based Consensus Regularization.
IEEE Trans. Emerg. Top. Comput. Intell.
Wenlong Hang, Shuang Liang, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2021 J jnl
Support vector machines with the known feature-evolution priors.
Knowl. Based Syst.
Yuanpeng Zhang, Guanjin Wang, Fu-Lai Chung, Shitong Wang
2021 J jnl
TSK Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification.
CoRR
Wei Zhang, Zhaohong Deng, Qiongdan Lou, Te Zhang, Kup-Sze Choi, Shitong Wang
2021 J jnl
Transfer Representation Learning With TSK Fuzzy System.
IEEE Trans. Fuzzy Syst.
Peng Xu, Zhaohong Deng, Jun Wang, Qun Zhang, Kup-Sze Choi, Shitong Wang
2020 J jnl
A Novel Classification Method From the Perspective of Fuzzy Social Networks Based on Physical and Implicit Style Features of Data.
IEEE Trans. Fuzzy Syst.
Suhang Gu, Yusuke Nojima, Hisao Ishibuchi, Shitong Wang
2020 J jnl
A Novel Deep Fuzzy Classifier by Stacking Adversarial Interpretable TSK Fuzzy Sub-Classifiers With Smooth Gradient Information.
IEEE Trans. Fuzzy Syst.
Suhang Gu, Fu-Lai Chung, Shitong Wang
2020 J jnl
A Parallel Ensemble Fuzzy Classifier for Diabetes Diagnosis.
J. Medical Imaging Health Informatics
Xiongtao Zhang, Yunliang Jiang, Wenjun Hu, Shitong Wang
2020 J jnl
An Interpretable Fuzzy DBN-Based Classifier for Indoor User Movement Prediction in Ambient Assisted Living Applications.
IEEE Trans. Ind. Informatics
Xiongtao Zhang, Fu-Lai Chung, Shitong Wang
2020 J jnl
Biologically Plausible Fuzzy-Knowledge-Out and Its Induced Wide Learning of Interpretable TSK Fuzzy Classifiers.
IEEE Trans. Fuzzy Syst.
Bin Qin, Fu-Lai Chung, Shitong Wang
2020 J jnl
Clustering by transmission learning from data density to label manifold with statistical diffusion.
Knowl. Based Syst.
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang
2020 J jnl
Extreme vector machine for fast training on large data.
Int. J. Mach. Learn. Cybern.
Xiaoqing Gu, Fulai Chung, Shitong Wang
2020 J jnl
Fast Exemplar-Based Clustering by Gravity Enrichment Between Data Objects.
IEEE Trans. Syst. Man Cybern. Syst.
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang
2020 J jnl
Feature reduction fuzzy C-Means algorithm leveraging the marginal kurtosis measure.
J. Intell. Fuzzy Syst.
Xingguang Pan, Shitong Wang
2020 J jnl
Laplacian least learning machine with dynamic updating for imbalanced classification.
Appl. Soft Comput.
Jie Zhou, Zhibin Jiang, Shitong Wang
2020 J jnl
Minimum class variance multiple kernel learning.
Knowl. Based Syst.
Xiaoming Wang, Shitong Wang, Yajun Du, Zengxi Huang
2020 J jnl
Multi-view local linear KNN classification: theoretical and experimental studies on image classification.
Int. J. Mach. Learn. Cybern.
Zhibin Jiang, Zekang Bian, Shitong Wang
2020 J jnl
mDixon-Based Synthetic CT Generation for PET Attenuation Correction on Abdomen and Pelvis Jointly Using Transfer Fuzzy Clustering and Active Learning-Based Classification.
IEEE Trans. Medical Imaging
Pengjiang Qian, Yangyang Chen, Jung-Wen Kuo, Yu-Dong Zhang, Yizhang Jiang, Kaifa Zhao, Rose Al Helo, Harry Friel, Atallah Baydoun, Feifei Zhou, Jin Uk Heo, Norbert Avril, Karin Herrmann, Rodney J. Ellis, Bryan J. Traughber, Robert S. Jones, Shitong Wang, Kuan-Hao Su, Raymond F. Muzic Jr.
2019 J jnl
A Multiview and Multiexemplar Fuzzy Clustering Approach: Theoretical Analysis and Experimental Studies.
IEEE Trans. Fuzzy Syst.
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang
2019 J jnl
A Novel Doubly Reweighting Multisource Transfer Learning Framework.
IEEE Trans. Emerg. Top. Comput. Intell.
Dingcheng Ji, Yizhang Jiang, Pengjiang Qian, Shitong Wang
2019 J jnl
A novel multi-view SVM based on consistent hidden density distributions between views for face recognition.
J. Intell. Fuzzy Syst.
Zhibin Jiang, Jie Zhou, Yuanpeng Zhang, Shitong Wang
2019 J jnl
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning.
CoRR
Peng Xu, Zhaohong Deng, Chen Cui, Te Zhang, Kup-Sze Choi, Suhang Gu, Jun Wang, Shitong Wang
2019 J jnl
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning.
IEEE Trans. Fuzzy Syst.
Peng Xu, Zhaohong Deng, Chen Cui, Te Zhang, Kup-Sze Choi, Suhang Gu, Jun Wang, Shitong Wang
2019 J jnl
Deep Image Feature Learning with Fuzzy Rules.
CoRR
Xiang Ma, Zhaohong Deng, Peng Xu, Kup-Sze Choi, Shitong Wang
2019 J jnl
Double-Coupling Learning for Multi-Task Data Stream Classification.
CoRR
Yingzhong Shi, Zhaohong Deng, Haoran Chen, Kup-Sze Choi, Shitong Wang
2019 J jnl
Fast Reduced Set-Based Exemplar Finding and Cluster Assignment.
IEEE Trans. Syst. Man Cybern. Syst.
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang
2019 J jnl
Generalized Hidden-Mapping Transductive Transfer Learning for Recognition of Epileptic Electroencephalogram Signals.
IEEE Trans. Cybern.
Lixiao Xie, Zhaohong Deng, Peng Xu, Kup-Sze Choi, Shitong Wang
2019 — conf
Interpretable Feature Learning Using Multi-output Takagi-Sugeno-Kang Fuzzy System for Multi-center ASD Diagnosis.
MICCAI (3)
Jun Wang, Ying Zhang, Tao Zhou, Zhaohong Deng, Huifang Huang, Shitong Wang, Jun Shi, Dinggang Shen
2019 J jnl
Joint Information Preservation for Heterogeneous Domain Adaptation.
CoRR
Peng Xu, Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang
2019 J jnl
Joint Learning of Spectral Clustering Structure and Fuzzy Similarity Matrix of Data.
IEEE Trans. Fuzzy Syst.
Zekang Bian, Hisao Ishibuchi, Shitong Wang
2019 Misc conf
Label Quality Improvement in Crowdsourcing with Ensemble TSK Fuzzy Classifier.
ISKE
Xiongtao Zhang, Xingguang Pan, Shitong Wang
2019 J jnl
Multi-View Fuzzy Clustering with The Alternative Learning between Shared Hidden Space and Partition.
CoRR
Zhaohong Deng, Chen Cui, Peng Xu, Ling Liang, Haoran Chen, Te Zhang, Shitong Wang
2019 A* conf
Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data.
AAAI
Peng Xu, Zhaohong Deng, Kup-Sze Choi, Longbing Cao, Shitong Wang
2019 J jnl
Multi-view Clustering with the Cooperation of Visible and Hidden Views.
CoRR
Zhaohong Deng, Ruixiu Liu, Te Zhang, Peng Xu, Kup-Sze Choi, Bin Qin, Shitong Wang
2019 J jnl
Multi-view Information-theoretic Co-clustering for Co-occurrence Data.
CoRR
Peng Xu, Zhaohong Deng, Kup-Sze Choi, Longbing Cao, Shitong Wang
2019 J jnl
Multiview Fuzzy Logic System With the Cooperation Between Visible and Hidden Views.
IEEE Trans. Fuzzy Syst.
Te Zhang, Zhaohong Deng, Dongrui Wu, Shitong Wang
2019 J jnl
Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns.
IEEE Trans. Cybern.
Jun Wang, Qian Wang, Han Zhang, Jiawei Chen, Shitong Wang, Dinggang Shen
2019 J jnl
Structure regularized sparse coding for data representation.
Knowl. Based Syst.
Xiaoming Wang, Shitong Wang, Zengxi Huang, Yajun Du
2019 J jnl
Takagi-sugeno-kang fuzzy systems with dynamic rule weights.
J. Intell. Fuzzy Syst.
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang
2019 J jnl
Transfer Representation Learning with TSK Fuzzy System.
CoRR
Peng Xu, Zhaohong Deng, Jun Wang, Qun Zhang, Shitong Wang
2018 B conf
A Novel Takagi-Sugeno Fuzzy System Modeling Method with Joint Feature Selection and Rule Reduction.
FUZZ-IEEE
Defu Lin, Jun Wang, Jihua Zhu, Yifan Wang, Yizhang Jiang, Zhaohong Deng, Weiwei Li, Shitong Wang
2018 J jnl
Bayesian Takagi-Sugeno-Kang Fuzzy Model and Its Joint Learning of Structure Identification and Parameter Estimation.
IEEE Trans. Ind. Informatics
Xiaoqing Gu, Shitong Wang
2018 J jnl
Black Hole Entropic Fuzzy Clustering.
IEEE Trans. Syst. Man Cybern. Syst.
Jiefang Liu, Fu-Lai Chung, Shitong Wang
2018 J jnl
Cascaded Hidden Space Feature Mapping, Fuzzy Clustering, and Nonlinear Switching Regression on Large Datasets.
IEEE Trans. Fuzzy Syst.
Jun Wang, Huan Liu, Xiaohua Qian, Yizhang Jiang, Zhaohong Deng, Shitong Wang
2018 J jnl
Data-Driven Elastic Fuzzy Logic System Modeling: Constructing a Concise System With Human-Like Inference Mechanism.
IEEE Trans. Fuzzy Syst.
Jiangbin Zhang, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2018 J jnl
Deep Takagi-Sugeno-Kang Fuzzy Classifier With Shared Linguistic Fuzzy Rules.
IEEE Trans. Fuzzy Syst.
Yuanpeng Zhang, Hisao Ishibuchi, Shitong Wang
2018 J jnl
Fast convex-hull vector machine for training on large-scale ncRNA data classification tasks.
Knowl. Based Syst.
Xiaoqing Gu, Korris Fu-Lai Chung, Shitong Wang
2018 J jnl
Generalized Hidden-Mapping Minimax Probability Machine for the training and reliability learning of several classical intelligent models.
Inf. Sci.
Zhaohong Deng, Junyong Chen, Te Zhang, Longbing Cao, Shitong Wang
2018 J jnl
Multi-View Fuzzy Logic System with the Cooperation between Visible and Hidden Views.
CoRR
Te Zhang, Zhaohong Deng, Dongrui Wu, Shitong Wang
2018 J jnl
Multi-View Maximum Entropy Clustering by Jointly Leveraging Inter-View Collaborations and Intra-View-Weighted Attributes.
IEEE Access
Pengjiang Qian, Jiaxu Zhou, Yizhang Jiang, Fan Liang, Kaifa Zhao, Shitong Wang, Kuan-Hao Su, Raymond F. Muzic Jr.
2018 J jnl
SSC-EKE: Semi-supervised classification with extensive knowledge exploitation.
Inf. Sci.
Pengjiang Qian, Chen Xi, Min Xu, Yizhang Jiang, Kuan-Hao Su, Shitong Wang, Raymond F. Muzic Jr.
2018 J jnl
Stacked Blockwise Combination of Interpretable TSK Fuzzy Classifiers by Negative Correlation Learning.
IEEE Trans. Fuzzy Syst.
Ta Zhou, Hisao Ishibuchi, Shitong Wang
2017 J jnl
A robust fuzzy clustering algorithm using mean-field-approximation based hidden Markov random field model for image segmentation.
J. Intell. Fuzzy Syst.
Aiguo Chen, Shitong Wang
2017 J jnl
Affinity and Penalty Jointly Constrained Spectral Clustering With All-Compatibility, Flexibility, and Robustness.
IEEE Trans. Neural Networks Learn. Syst.
Pengjiang Qian, Yizhang Jiang, Shitong Wang, Kuan-Hao Su, Jun Wang, Lingzhi Hu, Raymond F. Muzic Jr.
2017 Misc conf
Anti-noise possibilistic clustering based on maximum entropy.
ISKE
Xingguang Pan, Xiongtao Zhang, Zhibin Jiang, Shitong Wang
2017 J jnl
Bayesian Takagi-Sugeno-Kang Fuzzy Classifier.
IEEE Trans. Fuzzy Syst.
Xiaoqing Gu, Fu-Lai Chung, Shitong Wang
2017 J jnl
Bayesian zero-order TSK fuzzy system modeling.
Appl. Soft Comput.
Jiefang Liu, Fulai Chung, Shitong Wang
2017 J jnl
Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data.
IEEE Trans. Fuzzy Syst.
Ta Zhou, Fu-Lai Chung, Shitong Wang
2017 Misc conf
Fuzzy DBN with rule-based knowledge representation and high interpretability.
ISKE
Xiongtao Zhang, Xingguang Pan, Shitong Wang
2017 J jnl
Generalized competitive agglomeration clustering algorithm.
Int. J. Mach. Learn. Cybern.
Chengquan Huang, Fu-Lai Chung, Shitong Wang
2017 J jnl
Imbalanced TSK Fuzzy Classifier by Cross-Class Bayesian Fuzzy Clustering and Imbalance Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Xiaoqing Gu, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang
2017 J jnl
Incremental enhanced α-expansion move for large data: a probability regularization perspective.
Int. J. Mach. Learn. Cybern.
Anqi Bi, Shitong Wang
2017 J jnl
Knowledge-leveraged transfer fuzzy C-Means for texture image segmentation with self-adaptive cluster prototype matching.
Knowl. Based Syst.
Pengjiang Qian, Kaifa Zhao, Yizhang Jiang, Kuan-Hao Su, Zhaohong Deng, Shitong Wang, Raymond F. Muzic Jr.
2017 J jnl
Large-scale fuzzy multiple-medoid clustering method.
J. Intell. Fuzzy Syst.
Aiguo Chen, Pengjiang Qian, Shitong Wang, Yizhang Jiang
2017 J jnl
Realizing Two-View TSK Fuzzy Classification System by Using Collaborative Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Shitong Wang
2017 J jnl
Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System.
IEEE Trans. Fuzzy Syst.
Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Guanjin Wang, Pengjiang Qian, Kup-Sze Choi, Shitong Wang
2017 B conf
Robust extreme learning fuzzy systems using ridge regression for small and noisy datasets.
FUZZ-IEEE
Te Zhang, Zhaohong Deng, Kup-Sze Choi, Jiefang Liu, Shitong Wang
2017 J jnl
Semi-supervised learning using hidden feature augmentation.
Appl. Soft Comput.
Wenlong Hang, Kup-Sze Choi, Shitong Wang, Pengjiang Qian
2017 — conf
Sparse Multi-view Task-Centralized Learning for ASD Diagnosis.
MLMI@MICCAI
Jun Wang, Qian Wang, Shitong Wang, Dinggang Shen
2017 J jnl
Stacked-Structure-Based Hierarchical Takagi-Sugeno-Kang Fuzzy Classification Through Feature Augmentation.
IEEE Trans. Emerg. Top. Comput. Intell.
Ta Zhou, Hisao Ishibuchi, Shitong Wang
2017 J jnl
Synchronization clustering based on central force optimization and its extension for large-scale datasets.
Knowl. Based Syst.
Wenlong Hang, Kup-Sze Choi, Shitong Wang
2016 J jnl
A fast leave-one-out cross-validation for SVM-like family.
Neural Comput. Appl.
Jingxiang Zhang, Shitong Wang
2016 J jnl
A local and global classification machine with collaborative mechanism.
Pattern Anal. Appl.
Zhancheng Zhang, Xiaoqing Luo, Fu-Lai Chung, Shitong Wang
2016 J jnl
A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification.
Inf. Sci.
Yizhang Jiang, Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2016 J jnl
A survey on soft subspace clustering.
Inf. Sci.
Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Jun Wang, Shitong Wang
2016 J jnl
Bayesian Enhanced α-Expansion Move Clustering with Loose Link Constraints.
Neurocomputing
Anqi Bi, Fulai Chung, Shitong Wang, Yizhang Jiang, Chengquan Huang
2016 J jnl
Cluster Prototypes and Fuzzy Memberships Jointly Leveraged Cross-Domain Maximum Entropy Clustering.
IEEE Trans. Cybern.
Pengjiang Qian, Yizhang Jiang, Zhaohong Deng, Lingzhi Hu, Shouwei Sun, Shitong Wang, Raymond F. Muzic Jr.
2016 J jnl
Cross-domain, soft-partition clustering with diversity measure and knowledge reference.
Pattern Recognit.
Pengjiang Qian, Shouwei Sun, Yizhang Jiang, Kuan-Hao Su, Tongguang Ni, Shitong Wang, Raymond F. Muzic Jr.
2016 J jnl
Distance metric learning for soft subspace clustering in composite kernel space.
Pattern Recognit.
Jun Wang, Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Xiaoqing Luo, Fu-Lai Chung, Shitong Wang
2016 J jnl
Enhanced Knowledge-Leverage-Based TSK Fuzzy System Modeling for Inductive Transfer Learning.
ACM Trans. Intell. Syst. Technol.
Zhaohong Deng, Yizhang Jiang, Hisao Ishibuchi, Kup-Sze Choi, Shitong Wang
2016 J jnl
Enhanced algorithm for high-dimensional data classification.
Appl. Soft Comput.
Xiaoming Wang, Shitong Wang
2016 J jnl
Linear combination of densities and its direct estimation framework with applications.
Neural Comput. Appl.
Min Xu, Guanjin Wang, Korris Fu-Lai Chung, Shitong Wang
2016 J jnl
Multi-view L2-SVM and its multi-view core vector machine.
Neural Networks
Chengquan Huang, Korris Fu-Lai Chung, Shitong Wang
2016 J jnl
Scalable learning method for feedforward neural networks using minimal-enclosing-ball approximation.
Neural Networks
Jun Wang, Zhaohong Deng, Xiaoqing Luo, Yizhang Jiang, Shitong Wang
2016 J jnl
Semi-Supervised SVM With Extended Hidden Features.
IEEE Trans. Cybern.
Aimei Dong, Korris Fu-Lai Chung, Zhaohong Deng, Shitong Wang
2016 J jnl
Semi-supervised classification method through oversampling and common hidden space.
Inf. Sci.
Aimei Dong, Fu-Lai Chung, Shitong Wang
2016 J jnl
Takagi-Sugeno-Kang Transfer Learning Fuzzy Logic System for the Adaptive Recognition of Epileptic Electroencephalogram Signals.
IEEE Trans. Fuzzy Syst.
Changjian Yang, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2016 J jnl
Transfer Prototype-Based Fuzzy Clustering.
IEEE Trans. Fuzzy Syst.
Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Kup-Sze Choi, Shitong Wang
2016 J jnl
Transfer affinity propagation-based clustering.
Inf. Sci.
Wenlong Hang, Korris Fu-Lai Chung, Shitong Wang
2015 J jnl
A SVM based classification method for homogeneous data.
Appl. Soft Comput.
Huan Li, Fulai Chung, Shitong Wang
2015 J jnl
A fast learning method for feedforward neural networks.
Neurocomputing
Shitong Wang, Fu-Lai Chung, Jun Wang, Jun Wu
2015 J jnl
A novel privacy-preserving probability transductive classifiers from group probabilities based on regression model.
J. Intell. Fuzzy Syst.
Yizhang Jiang, Zhaohong Deng, Kup-Sze Choi, Pengjiang Qian, Wenjun Hu, Shitong Wang
2015 J jnl
An Improved TA-SVM Method Without Matrix Inversion and Its Fast Implementation for Nonstationary Datasets.
IEEE Trans. Neural Networks Learn. Syst.
Yingzhong Shi, Fu-Lai Chung, Shitong Wang
2015 J jnl
Collaborative Fuzzy Clustering From Multiple Weighted Views.
IEEE Trans. Cybern.
Yizhang Jiang, Fu-Lai Chung, Shitong Wang, Zhaohong Deng, Jun Wang, Pengjiang Qian
2015 J jnl
Common-decision-vector based multiple source transfer classification learning and its fast implementation.
J. Intell. Fuzzy Syst.
Jingxiang Zhang, Shitong Wang
2015 J jnl
Convex nonnegative matrix factorization with manifold regularization.
Neural Networks
Wenjun Hu, Kup-Sze Choi, Peiliang Wang, Yunliang Jiang, Shitong Wang
2015 J jnl
Evolutionary sampling: A novel way of machine learning within a probabilistic framework.
Inf. Sci.
Zhenping Xie, Jun Sun, Vasile Palade, Shitong Wang, Yuan Liu
2015 J jnl
Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification.
Appl. Soft Comput.
Shitong Wang, Yizhang Jiang, Fu-Lai Chung, Pengjiang Qian
2015 J jnl
Locality Preserving Semi-Supervised Support Vector Machine.
J. Inf. Sci. Eng.
Tongguang Ni, Xiaoqing Gu, Shitong Wang, Pengjiang Qian, Raymond F. Muzic Jr.
2015 J jnl
Minimax Probability TSK Fuzzy System Classifier: A More Transparent and Highly Interpretable Classification Model.
IEEE Trans. Fuzzy Syst.
Zhaohong Deng, Longbing Cao, Yizhang Jiang, Shitong Wang
2015 J jnl
Minimum class spread constrained support vector machine.
Neurocomputing
Jianwen Tao, Shitong Wang, Wenjun Hu
2015 J jnl
Multi-task TSK fuzzy system modeling using inter-task correlation information.
Inf. Sci.
Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Shitong Wang
2015 J jnl
Multitask Coupled Logistic Regression and its Fast Implementation for Large Multitask Datasets.
IEEE Trans. Cybern.
Xin Gu, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang
2015 J jnl
Multitask TSK Fuzzy System Modeling by Mining Intertask Common Hidden Structure.
IEEE Trans. Cybern.
Yizhang Jiang, Korris Fu-Lai Chung, Hisao Ishibuchi, Zhaohong Deng, Shitong Wang
2015 J jnl
Nonnegative matrix factorization with manifold regularization and maximum discriminant information.
Int. J. Mach. Learn. Cybern.
Wenjun Hu, Kup-Sze Choi, Jianwen Tao, Yunliang Jiang, Shitong Wang
2015 J jnl
Privacy preserving and fast decision for novelty detection using support vector data description.
Soft Comput.
Wenjun Hu, Shitong Wang, Fu-Lai Chung, Yong Liu, Wenhao Ying
2015 J jnl
Support vector machine with manifold regularization and partially labeling privacy protection.
Inf. Sci.
Tongguang Ni, Fu-Lai Chung, Shitong Wang
2014 J jnl
A Survey on Soft Subspace Clustering.
CoRR
Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang
2014 J jnl
Dm-KDE: dynamical kernel density estimation by sequences of KDE estimators with fixed number of components over data streams.
Frontiers Comput. Sci.
Min Xu, Hisao Ishibuchi, Xin Gu, Shitong Wang
2014 J jnl
Double indices-induced FCM clustering and its integration with fuzzy subspace clustering.
Pattern Anal. Appl.
Jun Wang, Fu-Lai Chung, Shitong Wang, Zhaohong Deng
2014 J jnl
Enhanced fuzzy partitions vs data randomness in FCM.
J. Intell. Fuzzy Syst.
Yizhang Jiang, Fu-Lai Chung, Shitong Wang
2014 J jnl
Generalized Hidden-Mapping Ridge Regression, Knowledge-Leveraged Inductive Transfer Learning for Neural Networks, Fuzzy Systems and Kernel Methods.
IEEE Trans. Cybern.
Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Shitong Wang
2014 J jnl
Image-based classification of protein subcellular location patterns in human reproductive tissue by ensemble learning global and local features.
Neurocomputing
Fan Yang, Ying-Ying Xu, Shitong Wang, Hong-Bin Shen
2014 J jnl
Kernel Density Estimation, Kernel Methods, and Fast Learning in Large Data Sets.
IEEE Trans. Cybern.
Shitong Wang, Jun Wang, Fulai Chung
2014 B conf
Knowledge-leverage based TSK fuzzy system with improved knowledge transfer.
FUZZ-IEEE
Zhaohong Deng, Yizhang Jiang, Longbing Cao, Shitong Wang
2014 J jnl
Least learning machine and its experimental studies on regression capability.
Appl. Soft Comput.
Shitong Wang, Fu-Lai Chung, Jun Wu, Jun Wang
2014 J jnl
MSAFC: matrix subspace analysis with fuzzy clustering ability.
Soft Comput.
Jun Gao, Fulai Chung, Shitong Wang
2014 B conf
Multiple-kernel based soft subspace fuzzy clustering.
FUZZ-IEEE
Jun Wang, Zhaohong Deng, Yizhang Jiang, Pengjiang Qian, Shitong Wang
2014 J jnl
Scaling Up Synchronization-Inspired Partitioning Clustering.
IEEE Trans. Knowl. Data Eng.
Wenhao Ying, Fu-Lai Chung, Shitong Wang
2014 J jnl
Sparsity regularization label propagation for domain adaptation learning.
Neurocomputing
Jianwen Tao, Wenjun Hu, Shitong Wang
2014 J jnl
T2FELA: Type-2 Fuzzy Extreme Learning Algorithm for Fast Training of Interval Type-2 TSK Fuzzy Logic System.
IEEE Trans. Neural Networks Learn. Syst.
Zhaohong Deng, Kup-Sze Choi, Longbing Cao, Shitong Wang
2014 J jnl
Transductive domain adaptive learning for epileptic electroencephalogram recognition.
Artif. Intell. Medicine
Changjian Yang, Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Shitong Wang
2014 J jnl
Transfer Prototype-based Fuzzy Clustering.
CoRR
Zhaohong Deng, Yizhang Jiang, Fulai Chung, Kup-Sze Choi, Shitong Wang
2013 J jnl
A minimax probabilistic approach to feature transformation for multi-class data.
Appl. Soft Comput.
Zhaohong Deng, Shitong Wang, Fu-Lai Chung
2013 J jnl
From Gaussian kernel density estimation to kernel methods.
Int. J. Mach. Learn. Cybern.
Shitong Wang, Zhaohong Deng, Fu-Lai Chung, Wenjun Hu
2013 J jnl
Fuzzy partition based soft subspace clustering and its applications in high dimensional data.
Inf. Sci.
Jun Wang, Shitong Wang, Fulai Chung, Zhaohong Deng
2013 J jnl
Knowledge-Leverage-Based Fuzzy System and Its Modeling.
IEEE Trans. Fuzzy Syst.
Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang
2013 J jnl
Knowledge-Leverage-Based TSK Fuzzy System Modeling.
IEEE Trans. Neural Networks Learn. Syst.
Zhaohong Deng, Yizhang Jiang, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2013 J jnl
Minimum-maximum local structure information for feature selection.
Pattern Recognit. Lett.
Wenjun Hu, Kup-Sze Choi, Yonggen Gu, Shitong Wang
2013 J jnl
New insight at level set & Gaussian mixture model for natural image segmentation.
Signal Image Video Process.
Zhenping Xie, Shitong Wang, Dewen Hu
2013 — conf
Training probability transductive classifiers for group probability datasets based on regression.
FSKD
Yizhang Jiang, Zhaohong Deng, Shitong Wang, Tongguang Ni
2013 J jnl
Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection.
Artif. Intell. Medicine
Jun Wang, Fu-Lai Chung, Zhaohong Deng, Shitong Wang, Wenhao Ying
2012 J jnl
A kernel learning framework for domain adaptation learning.
Sci. China Inf. Sci.
Jianwen Tao, Fu-Lai Chung, Shitong Wang
2012 B conf
Double indices induced FCM clustering and its integration with fuzzy subspace clustering.
FUZZ-IEEE
Jun Wang, Shitong Wang, Zhaohong Deng, Korris Fu-Lai Chung
2012 J jnl
Fast Graph-Based Relaxed Clustering for Large Data Sets Using Minimal Enclosing Ball.
IEEE Trans. Syst. Man Cybern. Part B
Pengjiang Qian, Fu-Lai Chung, Shitong Wang, Zhaohong Deng
2012 J jnl
Generalized locality preserving Maxi-Min Margin Machine.
Neural Networks
Zhancheng Zhang, Kup-Sze Choi, Xiaoqing Luo, Shitong Wang
2012 J jnl
On minimum distribution discrepancy support vector machine for domain adaptation.
Pattern Recognit.
Jianwen Tao, Korris Fu-Lai Chung, Shitong Wang
2012 J jnl
Scaling up minimum enclosing ball with total soft margin for training on large datasets.
Neural Networks
Wenjun Hu, Fu-Lai Chung, Shitong Wang, Wenhao Ying
2012 J jnl
The Maximum Vector-Angular Margin Classifier and its fast training on large datasets using a core vector machine.
Neural Networks
Wenjun Hu, Korris Fu-Lai Chung, Shitong Wang
2011 J jnl
Clustering-Inverse: A Generalized Model for Pattern-Based Time Series Segmentation.
J. Intell. Learn. Syst. Appl.
Zhaohong Deng, Fu-Lai Chung, Shitong Wang
2011 J jnl
EEW-SC: Enhanced Entropy-Weighting Subspace Clustering for high dimensional gene expression data clustering analysis.
Appl. Soft Comput.
Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2011 — conf
Fuzzy inference mechanism based automatic elastic registration of two-dimensional gel electrophoresis images.
FSKD
Zhaohong Deng, Shitong Wang, Qun Gao, Yonghui Pan
2011 J jnl
Matrix pattern based minimum within-class scatter support vector machines.
Appl. Soft Comput.
Jun Gao, Korris Fu-Lai Chung, Shitong Wang
2011 J jnl
Positive and negative fuzzy rule system, extreme learning machine and image classification.
Int. J. Mach. Learn. Cybern.
Jun Wu, Shitong Wang, Fu-Lai Chung
2011 J jnl
Scalable TSK Fuzzy Modeling for Very Large Datasets Using Minimal-Enclosing-Ball Approximation.
IEEE Trans. Fuzzy Syst.
Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2011 Misc conf
Speeding up local and global learning of M
ICNC
Zhancheng Zhang, Xiaoqing Luo, Shitong Wang
2011 B conf
Study of dependency between the input noise and the parameter in fuzzy linear regression model.
FUZZ-IEEE
Hongwei Ge, Shitong Wang, Wei Song
2011 J jnl
Theoretical analysis for solution of support vector data description.
Neural Networks
Xiaoming Wang, Korris Fu-Lai Chung, Shitong Wang
2010 J jnl
Enhanced soft subspace clustering integrating within-cluster and between-cluster information.
Pattern Recognit.
Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2010 J jnl
Introducing Gravitational Force into Affinity Propagation Clustering.
Int. J. Softw. Informatics
Xiaofeng Chen, Shitong Wang, Korris Fu-Lai Chung, Suqun Cao
2010 J jnl
On minimum class locality preserving variance support vector machine.
Pattern Recognit.
Xiaoming Wang, Korris Fu-Lai Chung, Shitong Wang
2010 J jnl
Robust Relief-Feature Weighting, Margin Maximization, and Fuzzy Optimization.
IEEE Trans. Fuzzy Syst.
Zhaohong Deng, Fu-Lai Chung, Shitong Wang
2010 J jnl
Transformation between type-2 TSK fuzzy systems and an uncertain Gaussian mixture model.
Soft Comput.
Qinli Zhang, Korris Fu-Lai Chung, Shitong Wang
2010 J jnl
p-Margin Kernel Learning Machine with Magnetic Field Effect for Both Binary Classification and Novelty Detection.
Int. J. Softw. Informatics
Jianwen Tao, Shitong Wang, Wenjun Hu, Wenhao Ying
2009 J jnl
An Adaptive Fuzzy-Inference-Rule-Based Flexible Model for Automatic Elastic Image Registration.
IEEE Trans. Fuzzy Syst.
Korris Fu-Lai Chung, Zhaohong Deng, Shitong Wang
2009 J jnl
From Minimum Enclosing Ball to Fast Fuzzy Inference System Training on Large Datasets.
IEEE Trans. Fuzzy Syst.
Fu-Lai Chung, Zhaohong Deng, Shitong Wang
2009 — conf
Fuzzy Logical on Boolean Networks as Model of Gene Regulatory Networks.
JCAI
Honglin Xu, Shitong Wang
2009 J jnl
Generalized Fuzzy C-Means Clustering Algorithm With Improved Fuzzy Partitions.
IEEE Trans. Syst. Man Cybern. Part B
Lin Zhu, Fu-Lai Chung, Shitong Wang
2009 J jnl
Parametric and nonparametric evolutionary computing with a content-based feature selection approach for parallel categorization.
Expert Syst. Appl.
Wei Song, Shitong Wang, Cheng Hua Li
2009 J jnl
Robust fuzzy clustering-based image segmentation.
Appl. Soft Comput.
Zhang Yang, Fu-Lai Chung, Shitong Wang
2008 J jnl
A note on an extreme case of the generalized optimal discriminant transformation.
Neurocomputing
Marco Loog, Xiaojun Wu, Jieping Lu, Jing-Yu Yang, Shitong Wang, Josef Kittler
2008 J jnl
A novel image thresholding method based on Parzen window estimate.
Pattern Recognit.
Shitong Wang, Korris Fu-Lai Chung, Fusong Xiong
2008 J jnl
A robust neuro-fuzzy network approach to impulse noise filtering for color images.
Appl. Soft Comput.
Yueyang Li, Fu-Lai Chung, Shitong Wang
2008 J jnl
An enhanced possibilistic C-Means clustering algorithm EPCM.
Soft Comput.
Zhenping Xie, Shitong Wang, Fu-Lai Chung
2008 J jnl
FRSDE: Fast reduced set density estimator using minimal enclosing ball approximation.
Pattern Recognit.
Zhaohong Deng, Fu-Lai Chung, Shitong Wang
2008 J jnl
Theoretical Choice of the Optimal Threshold for Possibilistic Linear Model With Noisy Input.
IEEE Trans. Fuzzy Syst.
Hongwei Ge, Fu-Lai Chung, Shitong Wang
2008 — conf
Unsupervised Optimal Discriminant Plane Based Feature Extraction Method.
FSKD (2)
Suqun Cao, Shitong Wang, Quanyin Zhu, Xiaofeng Chen
2008 — conf
Weighted Semi-supervised Fuzzy Clustering.
ACFIE
Yiqing Kong, Shitong Wang
2007 — conf
A New Filter for Color Images Corrupted by Impulse Noise.
FSKD (4)
Yueyang Li, Bin Han, Shitong Wang, Fu-Lai Chung
2007 — conf
A New Level Set Method for Image Segmentation Integrated with FCM.
FSKD (4)
Zhenping Xie, Shitong Wang
2007 B conf
A New Minimax Probability Based Classifier Using Fuzzy Hyper-Ellipsoid.
IJCNN
Zhaohong Deng, Fu-Lai Chung, Shitong Wang
2007 J jnl
Advanced fuzzy cellular neural network: Application to CT liver images.
Artif. Intell. Medicine
Shitong Wang, Duan Fu, Min Xu, Dewen Hu
2007 J jnl
An extreme case of the generalized optimal discriminant transformation and its application to face recognition.
Neurocomputing
Xiaojun Wu, Jieping Lu, Jing-Yu Yang, Shitong Wang, Josef Kittler
2007 J jnl
Applying the improved fuzzy cellular neural network IFCNN to white blood cell detection.
Neurocomputing
Shitong Wang, Korris Fu-Lai Chung, Duan Fu
2007 J jnl
Dependency between degree of fit and input noise in fuzzy linear regression using non-symmetric fuzzy triangular coefficients.
Fuzzy Sets Syst.
Hong-Wei Ge, Shitong Wang
2007 J jnl
Possibility Theoretic Clustering and its Preliminary Application to Large Image Segmentation.
Soft Comput.
Fu-Lai Chung, Shitong Wang, Min Xu, Dewen Hu, Qing Lin
2007 J jnl
Robust fuzzy clustering neural network based on epsilon-insensitive loss function.
Appl. Soft Comput.
Shitong Wang, Korris Fu-Lai Chung, Zhaohong Deng, Dewen Hu
2007 C conf
Supervised FCNN Classification for Garment Seams.
CIS
Yonghui Pan, Fang Bao, Shitong Wang
2006 — conf
A Comparative Study on Improved Fuzzy Support Vector Machines and Levenberg-Marquardt-Based BP Network.
ICIC (1)
Chao-Feng Li, Lei Xu, Shitong Wang
2006 — conf
A Fully Automated Pattern Classification Method of Combining Self-Organizing Map with Generalization Regression Neural Network.
ICONIP (2)
Chao-Feng Li, Jun-ben Zhang, Zheng-you Wang, Shitong Wang
2006 J jnl
A New Detection Algorithm (NDA) Based on Fuzzy Cellular Neural Networks for White Blood Cell Detection.
IEEE Trans. Inf. Technol. Biomed.
Shitong Wang, W. Min
2006 J jnl
A novel adaptive SVR based filter ASBF for image restoration.
Soft Comput.
Jiagang Zhu, Shitong Wang, Xisheng Wu, Korris Fu-Lai Chung
2006 J jnl
Applying Robust Directional Similarity Based Clustering Approach Rdsc to Classification of Gene Expression Data.
J. Bioinform. Comput. Biol.
H. X. Li, Shitong Wang, Yu Xiu
2006 — conf
Applying the Semisupervised Bayesian Approach to Classifier Design.
ISDA (1)
Yiqing Kong, Shitong Wang
2006 J jnl
Attribute weighted mercer kernel based fuzzy clustering algorithm for general non-spherical datasets.
Soft Comput.
Hong-Bin Shen, Jie Yang, Shitong Wang, Xiaojun Liu
2006 J jnl
CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With Sigmoid Activation Functions.
IEEE Trans. Syst. Man Cybern. Part B
Fu-Lai Chung, Shitong Wang, Zhaohong Deng, Dewen Hu
2006 J jnl
Clustering Analysis of Gene Expression Data based on Semi-supervised Visual Clustering Algorithm.
Soft Comput.
Korris Fu-Lai Chung, Shitong Wang, Zhaohong Deng, Chen Shu, Dewen Hu
2006 — conf
Comparative Study on Input-Expansion-Based Improved General Regression Neural Network and Levenberg-Marquardt BP Network.
ICIC (1)
Chao-Feng Li, Jun-ben Zhang, Shitong Wang
2006 J jnl
Experimental study on parameter choices in norm-
Soft Comput.
Shitong Wang, Jiagang Zhu, Fu-Lai Chung, Dewen Hu
2006 — conf
Hierarchical Extraction of Remote Sensing Data Based on Support Vector Machines and Knowledge Processing.
ISNN (2)
Chao-Feng Li, Lei Xu, Shitong Wang
2006 J jnl
Robust maximum entropy clustering algorithm with its labeling for outliers.
Soft Comput.
Shitong Wang, Korris Fu-Lai Chung, Zhaohong Deng, Dewen Hu, Xisheng Wu
2005 J jnl
A new gaussian noise filter based on interval type-2 fuzzy logic systems.
Soft Comput.
Shitong Wang, Fu-Lai Chung, Y. Y. Li, Dewen Hu, Xisheng Wu
2005 — conf
Applying Advanced Fuzzy Cellular Neural Network AFCNN to Segmentation of Serial CT Liver Images.
ICNC (3)
Shitong Wang, Duan Fu, Min Xu, Dewen Hu
2005 J jnl
Cascaded centralized TSK fuzzy system: universal approximator and high interpretation.
Appl. Soft Comput.
Shitong Wang, Fu-Lai Chung, Hong-Bin Shen, Dewen Hu
2005 J jnl
Fuzzy taxonomy, quantitative database and mining generalized association rules.
Intell. Data Anal.
Shitong Wang, Korris Fu-Lai Chung, Hong-Bin Shen
2005 J jnl
Note on the equivalence relationship between Renyi-entropy based and Tsallis-entropy based image thresholding.
Pattern Recognit. Lett.
Shitong Wang, Fu-Lai Chung
2005 J jnl
Performing clustering analysis on collaborative models.
Intell. Data Anal.
Hong-Bin Shen, Jie Yang, Ningjiang Chen, Yifei Dong, Shitong Wang
2005 — conf
Possibility Theoretic Clustering.
ICIC (1)
Shitong Wang, Fu-Lai Chung, Min Xu, Dewen Hu, Lin Qing
2005 J jnl
Theoretically Optimal Parameter Choices for Support Vector Regression Machines with Noisy Input.
Soft Comput.
Shitong Wang, Jiagang Zhu, Fu-Lai Chung, Lin Qing, Dewen Hu
2005 J jnl
Why did Time Series Subsequence Clustering Disguise US: the Overall Analysis.
Int. J. Inf. Acquis.
Shitong Wang, Korris Fu-Lai Chung, Zhaohong Deng
2004 — conf
A New Direct LDA (D-LDA) Algorithm for Feature Extraction in Face Recognition.
ICPR (4)
Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Kieron Messer, Shitong Wang
2004 A conf
A New Kernel Direct Discriminant Analysis (KDDA) Algorithm for Face Recognition.
BMVC
Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Kieron Messer, Shitong Wang
2004 J jnl
An analytical algorithm for determining the generalized optimal set of discriminant vectors.
Pattern Recognit.
Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Shitong Wang
2004 — conf
Fuzzy Taxonomic, Quantitative Database and Mining Generalized Association Rules.
Rough Sets and Current Trends in Computing
Hong-Bin Shen, Shitong Wang, Jie Yang
2004 J jnl
Fuzzy kernel hyperball perceptron.
Appl. Soft Comput.
Fu-Lai Chung, Shitong Wang, Zhaohong Deng, Dewen Hu
2004 J jnl
Note on the relationship between probabilistic and fuzzy clustering.
Soft Comput.
Korris Fu-Lai Chung, Shitong Wang, Hong-Bin Shen, Ruiqiang Zhu
2004 J jnl
Note on the relationship between probabilistic and fuzzy clustering.
Soft Comput.
Shitong Wang, Korris Fu-Lai Chung, Hong-Bin Shen, Ruiqiang Zhu
2004 — conf
On Dimensionality Reduction for Client Specific Discriminant Analysis with Application to Face Verification.
SINOBIOMETRICS
Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Kieron Messer, Shitong Wang, Jieping Lu
2004 Misc conf
Outlier Detecting in Fuzzy Switching Regression Models.
AIMSA
Hong-Bin Shen, Jie Yang, Shitong Wang
2003 J jnl
Fuzzy System and CMAC Network with B-Spline Membership/Basis Functions can Approximate A Smooth Function and its Derivatives.
Int. J. Comput. Intell. Appl.
Shitong Wang, Hongjun Lu
2003 J jnl
Fuzzy system and CMAC network with B-spline membership/basis functions are smooth approximators.
Soft Comput.
Shitong Wang, Hongjun Lu
2003 J jnl
Integrating rough set theory and fuzzy neural network to discover fuzzy rules.
Intell. Data Anal.
Shitong Wang, Dongjun Yu, Jing-Yu Yang
2002 J jnl
A New Algorithm for Generalized Optimal Discriminant Vectors.
J. Comput. Sci. Technol.
Xiaojun Wu, Jing-Yu Yang, Shitong Wang, Yue-Fei Guo, Qiying Gao
2002 J jnl
A New Integrated Clustering Algorithm GFC and Switching Regressions.
Int. J. Pattern Recognit. Artif. Intell.
Shitong Wang, Haifeng Jiang, Hongjun Lu