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Shitong Wang 0001
Person information
- affiliation: Jiangnan University, School of Digital Media, Wuxi, JiangSu, China
- affiliation: Hong Kong Polytechnic University, Department of Computing, Hong Kong, China
- affiliation (former): Southern Yangtze University, School of Information, WuXi, JiangSu, China
Other persons with the same name
- Shitong Wang — disambiguation page
- Shitong Wang 0002 — Nanjing University of Posts and Telecommunications, Image Processing and Image Communications Key Lab, China
- Shitong Wang 0003 — East China Shipbuilding Institute, Department of Computer, Zhenjiang, China
- Shitong Wang 0004
— Zhejiang University, Institute of Cyber-Systems and Control, China (and 1 more)
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2020 – today
- 2024
- [j233]Jin Zhang
, Zekang Bian
, Shitong Wang
:
Bayes-Decisive Linear KNN with Adaptive Nearest Neighbors. Int. J. Intell. Syst. 2024: 1-24 (2024) - [j232]Zekang Bian
, Jia Qu, Jie Zhou, Zhibin Jiang, Shitong Wang:
Weighted adaptively ensemble clustering method based on fuzzy Co-association matrix. Inf. Fusion 103: 102099 (2024) - [j231]Jiawei Lin
, Fu-Lai Chung, Shitong Wang
:
Reservoir Transfer Learning Through Source Enhancement Reconstructed With Reservoir Stein Discrepancy. IEEE Internet Things J. 11(12): 22803-22815 (2024) - [j230]Wenjun Hu, Ke Zhang, Shitong Wang, Yong Zhang
:
Joint group and pairwise localities embedding for feature extraction. Inf. Sci. 657: 119960 (2024) - [j229]Ta Zhou
, Guanjin Wang, Kup-Sze Choi, Shitong Wang:
A two-view deep interpretable TSK fuzzy classifier under mutually teachable classification criterion. Inf. Sci. 665: 120388 (2024) - [j228]Chu Wu, Runshan Xie
, Shitong Wang:
A novel data-free continual learning method with contrastive reversion. Int. J. Mach. Learn. Cybern. 15(2): 505-518 (2024) - [j227]Jiawei Lin
, Zekang Bian
, Shitong Wang:
Deep adversarial reconstruction classification network for unsupervised domain adaptation. Int. J. Mach. Learn. Cybern. 15(6): 2367-2382 (2024) - [j226]Wenliang Tang
, Zhaohong Deng
, Hanwen Zhou
, Wei Zhang, Fuping Hu
, Kup-Sze Choi
, Shitong Wang
:
MVDINET: A Novel Multi-Level Enzyme Function Predictor With Multi-View Deep Interactive Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 21(1): 84-94 (2024) - [j225]Suhang Gu
, Fu-Lai Chung, Shitong Wang
:
A Novel Style Takagi-Sugeno-Kang Fuzzy Classifier With Its Fast Training on Style Data. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2814-2831 (2024) - [j224]Qiongdan Lou
, Zhaohong Deng
, Qingbing Sang
, Zhiyong Xiao
, Kup-Sze Choi
, Shitong Wang
:
A Robust Multilabel Method Integrating Rule-Based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 454-473 (2024) - [j223]Xiang Ma, Liangzhe Chen, Zhaohong Deng
, Peng Xu, Qisheng Yan, Kup-Sze Choi
, Shitong Wang
:
Deep Image Feature Learning With Fuzzy Rules. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 724-737 (2024) - [j222]Andong Li, Zhaohong Deng
, Wei Zhang, Zhiyong Xiao
, Kup-Sze Choi
, Yueying Liu, Shudong Hu, Shitong Wang
:
Multiview Transfer Representation Learning With TSK Fuzzy System for EEG Epilepsy Detection. IEEE Trans. Fuzzy Syst. 32(1): 38-52 (2024) - [j221]Qiongdan Lou
, Wu Sun, Wei Zhang, Zhaohong Deng
, Kup-Sze Choi
, Shitong Wang
:
Rules-Based Heterogeneous Feature Transfer Learning Using Fuzzy Inference. IEEE Trans. Fuzzy Syst. 32(1): 306-321 (2024) - [j220]Hongtan Yang
, Zhaohong Deng
, Wei Zhang
, Qunzhuo Wu
, Kup-Sze Choi
, Shitong Wang
:
End-to-End Multiview Fuzzy Clustering With Double Representation Learning and Visible-Hidden View Cooperation. IEEE Trans. Fuzzy Syst. 32(2): 483-497 (2024) - [j219]Erhao Zhou
, Chi-Man Vong
, Yusuke Nojima
, Shitong Wang
:
Internally and Generatively Decorrelated Ensemble of First-Order Takagi-Sugeno-Kang Fuzzy Regressors With Quintuply Diversity Guarantee. IEEE Trans. Fuzzy Syst. 32(3): 1288-1302 (2024) - [j218]Runshan Xie
, Fu-Lai Chung
, Shitong Wang
:
A Cognitively Confidence-Debiased Adversarial Fuzzy Apriori Method. IEEE Trans. Fuzzy Syst. 32(3): 1303-1317 (2024) - [j217]Fuping Hu
, Zhaohong Deng
, Guanjin Wang
, Zhenping Xie
, Kup-Sze Choi
, Shitong Wang
:
Graph Fuzzy System for the Whole Graph Prediction: Concepts, Models, and Algorithms. IEEE Trans. Fuzzy Syst. 32(3): 1383-1398 (2024) - [j216]Runshan Xie
, Chi-Man Vong
, Shitong Wang
:
Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-Step Wide Calculation. IEEE Trans. Fuzzy Syst. 32(4): 1653-1667 (2024) - [j215]Wei Zhang
, Zhaohong Deng
, Te Zhang
, Kup-Sze Choi
, Shitong Wang
:
Multi-View Fuzzy Representation Learning With Rules Based Model. IEEE Trans. Knowl. Data Eng. 36(2): 736-749 (2024) - [j214]Zekang Bian
, Jin Zhang, Fu-Lai Chung
, Shitong Wang
:
Residual Sketch Learning for a Feature-Importance-Based and Linguistically Interpretable Ensemble Classifier. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10461-10474 (2024) - [j213]Jiawei Lin
, Fu-Lai Chung, Shitong Wang
:
A Fast Parametric and Structural Transfer Leaky Integrator Echo State Network for Reservoir Computing. IEEE Trans. Syst. Man Cybern. Syst. 54(5): 3257-3269 (2024) - [c38]Shitong Wang, Runshan Xie:
A Wide Fuzzy Apriori Classifier with Triple Diversity Guarantee from Feature, Sample and Rule Levels. FUZZ 2024: 1-9 - 2023
- [j212]Shitong Wang, Fu-Lai Chung, Jun Wu, Jun Wang:
Corrigendum to "Least learning machine and its experimental studies on regression capability" [Applied Soft Computing 21 (2014) 677-684]. Appl. Soft Comput. 142: 110355 (2023) - [j211]Zekang Bian
, Jin Zhang, Yusuke Nojima
, Fu-Lai Chung, Shitong Wang:
Hybrid-ensemble-based interpretable TSK fuzzy classifier for imbalanced data. Inf. Fusion 98: 101845 (2023) - [j210]Suhang Gu, Fu-Lai Chung
, Shitong Wang:
Fuzzy style flat-based clustering. Inf. Sci. 644: 119321 (2023) - [j209]Wei Zhang, Zhaohong Deng
, Qiongdan Lou
, Te Zhang
, Kup-Sze Choi
, Shitong Wang:
Takagi-Sugeno-Kang Fuzzy System Towards Label-scarce Incomplete Multi-View Data Classification. Inf. Sci. 647: 119466 (2023) - [j208]Xiaoming Wang, Shitong Wang, Yajun Du, Zengxi Huang:
Improved large margin classifier via bounding hyperellipsoid. Inf. Sci. 648: 119597 (2023) - [j207]Yarong Li, Pengjiang Qian
, Shuihua Wang, Shitong Wang:
Novel multi-view Takagi-Sugeno-Kang fuzzy system for epilepsy EEG detection. J. Ambient Intell. Humaniz. Comput. 14(5): 5625-5645 (2023) - [j206]Yichen Sun
, Chi-Man Vong
, Shitong Wang
:
Fast AUC Maximization Learning Machine With Simultaneous Outlier Detection. IEEE Trans. Cybern. 53(11): 6843-6857 (2023) - [j205]Ta Zhou
, Guanjin Wang
, Kup-Sze Choi
, Shitong Wang
:
Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1458-1469 (2023) - [j204]Wei Zhang, Zhaohong Deng
, Kup-Sze Choi
, Shitong Wang
:
End-to-End Incomplete Multiview Fuzzy Clustering With Adaptive Missing View Imputation and Cooperative Learning. IEEE Trans. Fuzzy Syst. 31(5): 1445-1459 (2023) - [j203]Erhao Zhou
, Chi-Man Vong
, Yusuke Nojima
, Shitong Wang
:
A Fully Interpretable First-Order TSK Fuzzy System and Its Training With Negative Entropic and Rule-Stability-Based Regularization. IEEE Trans. Fuzzy Syst. 31(7): 2305-2319 (2023) - [j202]Wenjun Hu
, Tianjie Hu, Yuzhen Wei, Jungang Lou
, Shitong Wang
:
Global Plus Local Jointly Regularized Support Vector Data Description for Novelty Detection. IEEE Trans. Neural Networks Learn. Syst. 34(9): 6602-6614 (2023) - [c37]Erhao Zhou, Guanjin Wang, Shitong Wang:
Improved Training of GMM-Based TSK Fuzzy System from Stability Perspective. ISKE 2023: 62-70 - [e1]Yuan Liu, Roger Lee, Wei Fang, Fanzhang Li, Shitong Wang, Dongrui Wu, Yinghui Wang, Xiajun Wu:
23rd IEEE/ACIS International Conference on Computer and Information Science, ICIS 2023, Wuxi, China, June 23-25, 2023. IEEE 2023, ISBN 979-8-3503-4584-1 [contents] - [i19]Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi, Shitong Wang:
A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance. CoRR abs/2301.03283 (2023) - [i18]Yuanyuan Wang, Zhaohong Deng, Qiongdan Lou, Shudong Hu, Kup-Sze Choi, Shitong Wang:
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion. CoRR abs/2301.06892 (2023) - [i17]Qiongdan Lou, Zhaohong Deng, Zhiyong Xiao
, Kup-Sze Choi, Shitong Wang:
Multi-Label Takagi-Sugeno-Kang Fuzzy System. CoRR abs/2309.11469 (2023) - [i16]Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Shitong Wang:
Multi-view Fuzzy Representation Learning with Rules based Model. CoRR abs/2309.11473 (2023) - 2022
- [j201]Bin Qin
, Fulai Chung, Yusuke Nojima
, Hisao Ishibuchi, Shitong Wang:
Fuzzy rule dropout with dynamic compensation for wide learning algorithm of TSK fuzzy classifier. Appl. Soft Comput. 127: 109410 (2022) - [j200]Hui Li
, Zhaohong Deng, Haitao Yang, Xiaoyong Pan
, Zhisheng Wei, Hong-Bin Shen, Kup-Sze Choi, Lei Wang, Shitong Wang, Jing Wu:
circRNA-binding protein site prediction based on multi-view deep learning, subspace learning and multi-view classifier. Briefings Bioinform. 23(1) (2022) - [j199]Qunzhuo Wu, Zhaohong Deng, Xiaoyong Pan
, Hong-Bin Shen, Kup-Sze Choi, Shitong Wang, Jing Wu, Dong-Jun Yu
:
MDGF-MCEC: a multi-view dual attention embedding model with cooperative ensemble learning for CircRNA-disease association prediction. Briefings Bioinform. 23(5) (2022) - [j198]Zhaohong Deng
, Ya Cao, Qiongdan Lou, Kup-Sze Choi, Shitong Wang:
Monotonic relation-constrained Takagi-Sugeno-Kang fuzzy system. Inf. Sci. 582: 243-257 (2022) - [j197]Suhang Gu, Fu-Lai Chung, Shitong Wang:
Multi-view clustering by virtually passing mutually supervised smooth messages. Inf. Sci. 599: 84-103 (2022) - [j196]Yingzhong Shi, Andong Li, Zhaohong Deng, Qisheng Yan, Qiongdan Lou, Haoran Chen, Kup-Sze Choi, Shitong Wang:
Double-coupling learning for multi-task data stream classification. Inf. Sci. 613: 494-506 (2022) - [j195]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
:
Integration of an imbalance framework with novel high-generalizable classifiers for radiomics-based distant metastases prediction of advanced nasopharyngeal carcinoma. Knowl. Based Syst. 235: 107649 (2022) - [j194]Chuangquan Chen
, Chi-Man Vong
, Shitong Wang, Hongtao Wang, Miaoqi Pang
:
Easy Domain Adaptation for cross-subject multi-view emotion recognition. Knowl. Based Syst. 239: 107982 (2022) - [j193]Runshan Xie
, Shitong Wang:
A wide interpretable Gaussian Takagi-Sugeno-Kang fuzzy classifier and its incremental learning. Knowl. Based Syst. 241: 108203 (2022) - [j192]Qi Lai
, Chi-Man Vong
, Pak-Kin Wong, Shitong Wang, Tao Yan, I. Cheong Choi, Hon Ho Yu:
Multi-scale Multi-instance Multi-feature Joint Learning Broad Network (M3JLBN) for gastric intestinal metaplasia subtype classification. Knowl. Based Syst. 249: 108960 (2022) - [j191]Yuanpeng Zhang
, Guanjin Wang
, Fu-Lai Chung, Shitong Wang:
A fuzzy system with common linear-term consequents equivalent to FLNN and GMM. Int. J. Mach. Learn. Cybern. 13(5): 1475-1492 (2022) - [j190]Jin Zhang, Zekang Bian, Shitong Wang:
Self-paced and Bayes-decision-rule linear KNN prediction. Int. J. Mach. Learn. Cybern. 13(11): 3267-3283 (2022) - [j189]Zekang Bian
, Chi-Man Vong
, Pak-Kin Wong
, Shitong Wang
:
Fuzzy KNN Method With Adaptive Nearest Neighbors. IEEE Trans. Cybern. 52(6): 5380-5393 (2022) - [j188]Bin Qin
, Fu-Lai Chung, Shitong Wang
:
KAT: A Knowledge Adversarial Training Method for Zero-Order Takagi-Sugeno-Kang Fuzzy Classifiers. IEEE Trans. Cybern. 52(7): 6857-6871 (2022) - [j187]Wei Zhang, Zhaohong Deng
, Jun Wang
, Kup-Sze Choi
, Te Zhang, Xiaoqing Luo
, Hong-Bin Shen
, Wenhao Ying
, Shitong Wang
:
Transductive Multiview Modeling With Interpretable Rules, Matrix Factorization, and Cooperative Learning. IEEE Trans. Cybern. 52(10): 11226-11239 (2022) - [j186]Qiongdan Lou
, Zhaohong Deng
, Kup-Sze Choi
, Hong-Bin Shen
, Jun Wang
, Shitong Wang
:
Robust Multi-Label Relief Feature Selection Based on Fuzzy Margin Co-Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 6(2): 387-398 (2022) - [j185]Runshan Xie
, Chi-Man Vong
, C. L. Philip Chen
, Shitong Wang
:
Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission. IEEE Trans. Emerg. Top. Comput. Intell. 6(6): 1378-1395 (2022) - [j184]Jun Wang
, Zhuangzhuang Zhao, Zhaohong Deng
, Kup-Sze Choi
, Lejun Gong, Jun Shi
, Shitong Wang
:
Manifold-Regularized Multitask Fuzzy System Modeling With Low-Rank and Sparse Structures in Consequent Parameters. IEEE Trans. Fuzzy Syst. 30(5): 1486-1500 (2022) - [j183]Suhang Gu
, Chi-Man Vong
, Pak-Kin Wong
, Shitong Wang
:
Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules With Gradient Guided Learning. IEEE Trans. Fuzzy Syst. 30(6): 1967-1980 (2022) - [j182]Wei Zhang, Zhaohong Deng
, Te Zhang, Kup-Sze Choi
, Jun Wang
, Shitong Wang
:
Incomplete Multiple View Fuzzy Inference System With Missing View Imputation and Cooperative Learning. IEEE Trans. Fuzzy Syst. 30(8): 3038-3051 (2022) - [j181]Qiongdan Lou
, Zhaohong Deng
, Zhiyong Xiao
, Kup-Sze Choi
, Shitong Wang
:
Multilabel Takagi-Sugeno-Kang Fuzzy System. IEEE Trans. Fuzzy Syst. 30(9): 3410-3425 (2022) - [j180]Zekang Bian
, Fu-Lai Chung
, Shitong Wang
:
Enhanced Fuzzy Random Forest by Using Doubly Randomness and Copying From Dynamic Dictionary Attributes. IEEE Trans. Fuzzy Syst. 30(10): 4369-4383 (2022) - [j179]Zhaohong Deng
, Ling Liang, Hongtan Yang, Wei Zhang, Qiongdan Lou
, Kup-Sze Choi
, Te Zhang, Jin Zhou
, Shitong Wang
:
Enhanced Multiview Fuzzy Clustering Using Double Visible-Hidden View Cooperation and Network LASSO Constraint. IEEE Trans. Fuzzy Syst. 30(11): 4965-4979 (2022) - [j178]Zhaohong Deng
, Ruixiu Liu, Peng Xu, Kup-Sze Choi
, Wei Zhang, Xiaobin Tian, Te Zhang
, Ling Liang, Bin Qin
, Shitong Wang
:
Multi-View Clustering With the Cooperation of Visible and Hidden Views. IEEE Trans. Knowl. Data Eng. 34(2): 803-815 (2022) - [j177]Xiongtao Zhang
, Yusuke Nojima
, Hisao Ishibuchi
, Wenjun Hu
, Shitong Wang
:
Prediction by Fuzzy Clustering and KNN on Validation Data With Parallel Ensemble of Interpretable TSK Fuzzy Classifiers. IEEE Trans. Syst. Man Cybern. Syst. 52(1): 400-414 (2022) - [c36]Runshan Xie, Shitong Wang:
Wide Ensemble of Interpretable TSK Fuzzy Classifiers with Application to Smartphone Sensor-Based Human Activity Recognition. ICONIP (7) 2022: 381-394 - [i15]Wei Zhang, Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang:
Dual Representation Learning for One-Step Clustering of Multi-View Data. CoRR abs/2208.14450 (2022) - [i14]Fuping Hu, Zhaohong Deng, Zhenping Xie, Kup-Sze Choi, Shitong Wang:
Graph Fuzzy System: Concepts, Models and Algorithms. CoRR abs/2210.16730 (2022) - 2021
- [j176]Xiaoming Wang, Shitong Wang, Zengxi Huang, Yajun Du:
Condensing the solution of support vector machines via radius-margin bound. Appl. Soft Comput. 101: 107071 (2021) - [j175]Haitao Yang, Zhaohong Deng, Xiaoyong Pan, Hong-Bin Shen, Kup-Sze Choi, Lei Wang, Shitong Wang, Jing Wu:
RNA-binding protein recognition based on multi-view deep feature and multi-label learning. Briefings Bioinform. 22(3) (2021) - [j174]Xingguang Pan, Lin Wang, Chengquan Huang, Shitong Wang, Haiqing Chen:
A novel weighted fuzzy c-means based on feature weight learning. J. Intell. Fuzzy Syst. 41(6): 6149-6167 (2021) - [j173]Yuanpeng Zhang
, Guanjin Wang
, Fu-Lai Chung, Shitong Wang:
Support vector machines with the known feature-evolution priors. Knowl. Based Syst. 223: 107048 (2021) - [j172]Wenlong Hang
, Shuang Liang
, Kup-Sze Choi, Fu-Lai Chung
, Shitong Wang
:
Selective Transfer Classification Learning With Classification-Error-Based Consensus Regularization. IEEE Trans. Emerg. Top. Comput. Intell. 5(2): 178-190 (2021) - [j171]Peng Xu, Zhaohong Deng
, Jun Wang
, Qun Zhang
, Kup-Sze Choi
, Shitong Wang
:
Transfer Representation Learning With TSK Fuzzy System. IEEE Trans. Fuzzy Syst. 29(3): 649-663 (2021) - [j170]Suhang Gu
, Yusuke Nojima
, Hisao Ishibuchi
, Shitong Wang
:
Fuzzy Style K-Plane Clustering. IEEE Trans. Fuzzy Syst. 29(6): 1518-1532 (2021) - [j169]Zekang Bian
, Fu-Lai Chung, Shitong Wang
:
Fuzzy Density Peaks Clustering. IEEE Trans. Fuzzy Syst. 29(7): 1725-1738 (2021) - [j168]Bin Qin
, Yusuke Nojima
, Hisao Ishibuchi
, Shitong Wang
:
Realizing Deep High-Order TSK Fuzzy Classifier by Ensembling Interpretable Zero-Order TSK Fuzzy Subclassifiers. IEEE Trans. Fuzzy Syst. 29(11): 3441-3455 (2021) - [j167]Jun Wang
, Defu Lin, Zhaohong Deng
, Yizhang Jiang, Jihua Zhu, Lei Chen, Zuoyong Li, Lejun Gong, Shitong Wang
:
Multitask TSK Fuzzy System Modeling by Jointly Reducing Rules and Consequent Parameters. IEEE Trans. Syst. Man Cybern. Syst. 51(7): 4078-4090 (2021) - [j166]Jie Zhou
, Zhibin Jiang
, Fu-Lai Chung
, Shitong Wang
:
Formulating Ensemble Learning of SVMs Into a Single SVM Formulation by Negative Agreement Learning. IEEE Trans. Syst. Man Cybern. Syst. 51(10): 6015-6028 (2021) - [c35]Jin Zhang, Shitong Wang:
Lifting up Imbalanced Data Classification to SVM Based Ensemble Level on Oversampling Feature Spaces. ISKE 2021: 292-303 - [i13]Wei Zhang, Zhaohong Deng, Qiongdan Lou, Te Zhang, Kup-Sze Choi, Shitong Wang:
TSK Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification. CoRR abs/2110.05610 (2021) - [i12]Andong Li, Zhaohong Deng, Qiongdan Lou, Kup-Sze Choi, Hong-Bin Shen, Shitong Wang:
A Novel TSK Fuzzy System Incorporating Multi-view Collaborative Transfer Learning for Personalized Epileptic EEG Detection. CoRR abs/2111.08457 (2021) - 2020
- [j165]Jie Zhou, Zhibin Jiang, Shitong Wang:
Laplacian least learning machine with dynamic updating for imbalanced classification. Appl. Soft Comput. 88: 106028 (2020) - [j164]Xingguang Pan, Shitong Wang:
Feature reduction fuzzy C-Means algorithm leveraging the marginal kurtosis measure. J. Intell. Fuzzy Syst. 39(5): 7259-7279 (2020) - [j163]Xiongtao Zhang, Yunliang Jiang, Wenjun Hu, Shitong Wang:
A Parallel Ensemble Fuzzy Classifier for Diabetes Diagnosis. J. Medical Imaging Health Informatics 10(3): 544-551 (2020) - [j162]Yuanpeng Zhang
, Fu-Lai Chung, Shitong Wang:
Clustering by transmission learning from data density to label manifold with statistical diffusion. Knowl. Based Syst. 193: 105330 (2020) - [j161]Xiaoming Wang, Shitong Wang, Yajun Du, Zengxi Huang:
Minimum class variance multiple kernel learning. Knowl. Based Syst. 208: 106469 (2020) - [j160]Xiaoqing Gu
, Fulai Chung, Shitong Wang:
Extreme vector machine for fast training on large data. Int. J. Mach. Learn. Cybern. 11(1): 33-53 (2020) - [j159]Zhibin Jiang, Zekang Bian, Shitong Wang:
Multi-view local linear KNN classification: theoretical and experimental studies on image classification. Int. J. Mach. Learn. Cybern. 11(3): 525-543 (2020) - [j158]Suhang Gu
, Yusuke Nojima
, Hisao Ishibuchi
, Shitong Wang
:
A Novel Classification Method From the Perspective of Fuzzy Social Networks Based on Physical and Implicit Style Features of Data. IEEE Trans. Fuzzy Syst. 28(2): 361-375 (2020) - [j157]Bin Qin
, Fu-Lai Chung
, Shitong Wang
:
Biologically Plausible Fuzzy-Knowledge-Out and Its Induced Wide Learning of Interpretable TSK Fuzzy Classifiers. IEEE Trans. Fuzzy Syst. 28(7): 1276-1290 (2020) - [j156]Suhang Gu
, Fu-Lai Chung
, Shitong Wang
:
A Novel Deep Fuzzy Classifier by Stacking Adversarial Interpretable TSK Fuzzy Sub-Classifiers With Smooth Gradient Information. IEEE Trans. Fuzzy Syst. 28(7): 1369-1382 (2020) - [j155]Xiongtao Zhang, Fu-Lai Chung, Shitong Wang
:
An Interpretable Fuzzy DBN-Based Classifier for Indoor User Movement Prediction in Ambient Assisted Living Applications. IEEE Trans. Ind. Informatics 16(1): 42-53 (2020) - [j154]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.
:
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 39(4): 819-832 (2020) - [j153]Yuanpeng Zhang
, Fu-Lai Chung, Shitong Wang
:
Fast Exemplar-Based Clustering by Gravity Enrichment Between Data Objects. IEEE Trans. Syst. Man Cybern. Syst. 50(8): 2996-3009 (2020)
2010 – 2019
- 2019
- [j152]Zhibin Jiang, Jie Zhou, Yuanpeng Zhang
, Shitong Wang:
A novel multi-view SVM based on consistent hidden density distributions between views for face recognition. J. Intell. Fuzzy Syst. 36(6): 5245-5259 (2019) - [j151]Yuanpeng Zhang
, Fu-Lai Chung, Shitong Wang:
Takagi-sugeno-kang fuzzy systems with dynamic rule weights. J. Intell. Fuzzy Syst. 37(6): 8535-8550 (2019) - [j150]Xiaoming Wang, Shitong Wang, Zengxi Huang, Yajun Du:
Structure regularized sparse coding for data representation. Knowl. Based Syst. 174: 87-102 (2019) - [j149]Chengquan Huang, Shitong Wang, Xingguang Pan, Anqi Bi:
v-soft margin multi-task learning logistic regression. Int. J. Mach. Learn. Cybern. 10(2): 369-383 (2019) - [j148]Lixiao Xie, Zhaohong Deng
, Peng Xu, Kup-Sze Choi
, Shitong Wang
:
Generalized Hidden-Mapping Transductive Transfer Learning for Recognition of Epileptic Electroencephalogram Signals. IEEE Trans. Cybern. 49(6): 2200-2214 (2019) - [j147]Jun Wang
, Qian Wang, Han Zhang
, Jiawei Chen
, Shitong Wang
, Dinggang Shen
:
Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns. IEEE Trans. Cybern. 49(8): 3141-3154 (2019) - [j146]Dingcheng Ji, Yizhang Jiang
, Pengjiang Qian
, Shitong Wang
:
A Novel Doubly Reweighting Multisource Transfer Learning Framework. IEEE Trans. Emerg. Top. Comput. Intell. 3(5): 380-391 (2019) - [j145]Zekang Bian, Hisao Ishibuchi
, Shitong Wang
:
Joint Learning of Spectral Clustering Structure and Fuzzy Similarity Matrix of Data. IEEE Trans. Fuzzy Syst. 27(1): 31-44 (2019) - [j144]Te Zhang
, Zhaohong Deng
, Dongrui Wu
, Shitong Wang
:
Multiview Fuzzy Logic System With the Cooperation Between Visible and Hidden Views. IEEE Trans. Fuzzy Syst. 27(6): 1162-1173 (2019) - [j143]Yuanpeng Zhang
, Fu-Lai Chung, Shitong Wang
:
A Multiview and Multiexemplar Fuzzy Clustering Approach: Theoretical Analysis and Experimental Studies. IEEE Trans. Fuzzy Syst. 27(8): 1543-1557 (2019) - [j142]Peng Xu
, Zhaohong Deng
, Chen Cui, Te Zhang
, Kup-Sze Choi
, Suhang Gu
, Jun Wang, Shitong Wang
:
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning. IEEE Trans. Fuzzy Syst. 27(11): 2176-2189 (2019) - [j141]Yuanpeng Zhang
, Fu-Lai Chung
, Shitong Wang
:
Fast Reduced Set-Based Exemplar Finding and Cluster Assignment. IEEE Trans. Syst. Man Cybern. Syst. 49(5): 917-931 (2019) - [c34]Peng Xu, Zhaohong Deng, Kup-Sze Choi, Longbing Cao
, Shitong Wang:
Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data. AAAI 2019: 379-386 - [c33]Xiongtao Zhang, Xingguang Pan, Shitong Wang:
Label Quality Improvement in Crowdsourcing with Ensemble TSK Fuzzy Classifier. ISKE 2019: 290-296 - [c32]Jun Wang, Ying Zhang, Tao Zhou, Zhaohong Deng, Huifang Huang, Shitong Wang, Jun Shi, Dinggang Shen:
Interpretable Feature Learning Using Multi-output Takagi-Sugeno-Kang Fuzzy System for Multi-center ASD Diagnosis. MICCAI (3) 2019: 790-798 - [i11]Peng Xu, Zhaohong Deng, Jun Wang, Qun Zhang, Shitong Wang:
Transfer Representation Learning with TSK Fuzzy System. CoRR abs/1901.02703 (2019) - [i10]Peng Xu, Zhaohong Deng, Chen Cui, Te Zhang, Kup-Sze Choi, Suhang Gu, Jun Wang, Shitong Wang:
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning. CoRR abs/1904.10683 (2019) - [i9]Peng Xu, Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang:
Joint Information Preservation for Heterogeneous Domain Adaptation. CoRR abs/1905.08924 (2019) - [i8]Xiang Ma, Zhaohong Deng, Peng Xu, Kup-Sze Choi, Shitong Wang:
Deep Image Feature Learning with Fuzzy Rules. CoRR abs/1905.10575 (2019) - [i7]Peng Xu, Zhaohong Deng, Kup-Sze Choi, Longbing Cao, Shitong Wang:
Multi-view Information-theoretic Co-clustering for Co-occurrence Data. CoRR abs/1905.10594 (2019) - [i6]Zhaohong Deng, Ruixiu Liu, Te Zhang, Peng Xu, Kup-Sze Choi, Bin Qin, Shitong Wang:
Multi-view Clustering with the Cooperation of Visible and Hidden Views. CoRR abs/1908.04766 (2019) - [i5]Zhaohong Deng, Chen Cui, Peng Xu, Ling Liang, Haoran Chen, Te Zhang, Shitong Wang:
Multi-View Fuzzy Clustering with The Alternative Learning between Shared Hidden Space and Partition. CoRR abs/1908.04771 (2019) - [i4]Yingzhong Shi, Zhaohong Deng, Haoran Chen, Kup-Sze Choi, Shitong Wang:
Double-Coupling Learning for Multi-Task Data Stream Classification. CoRR abs/1908.06021 (2019) - 2018
- [j140]Pengjiang Qian
, Jiaxu Zhou, Yizhang Jiang, Fan Liang, Kaifa Zhao
, Shitong Wang, Kuan-Hao Su, Raymond F. Muzic Jr.:
Multi-View Maximum Entropy Clustering by Jointly Leveraging Inter-View Collaborations and Intra-View-Weighted Attributes. IEEE Access 6: 28594-28610 (2018) - [j139]Pengjiang Qian
, Chen Xi, Min Xu, Yizhang Jiang, Kuan-Hao Su, Shitong Wang, Raymond F. Muzic Jr.:
SSC-EKE: Semi-supervised classification with extensive knowledge exploitation. Inf. Sci. 422: 51-76 (2018) - [j138]Zhaohong Deng, Junyong Chen, Te Zhang, Longbing Cao
, Shitong Wang:
Generalized Hidden-Mapping Minimax Probability Machine for the training and reliability learning of several classical intelligent models. Inf. Sci. 436-437: 302-319 (2018) - [j137]Xiaoqing Gu
, Korris Fu-Lai Chung
, Shitong Wang:
Fast convex-hull vector machine for training on large-scale ncRNA data classification tasks. Knowl. Based Syst. 151: 149-164 (2018) - [j136]Jun Wang
, Huan Liu, Xiaohua Qian, Yizhang Jiang, Zhaohong Deng
, Shitong Wang
:
Cascaded Hidden Space Feature Mapping, Fuzzy Clustering, and Nonlinear Switching Regression on Large Datasets. IEEE Trans. Fuzzy Syst. 26(2): 640-655 (2018) - [j135]Yuanpeng Zhang
, Hisao Ishibuchi
, Shitong Wang
:
Deep Takagi-Sugeno-Kang Fuzzy Classifier With Shared Linguistic Fuzzy Rules. IEEE Trans. Fuzzy Syst. 26(3): 1535-1549 (2018) - [j134]Jiangbin Zhang, Zhaohong Deng
, Kup-Sze Choi
, Shitong Wang
:
Data-Driven Elastic Fuzzy Logic System Modeling: Constructing a Concise System With Human-Like Inference Mechanism. IEEE Trans. Fuzzy Syst. 26(4): 2160-2173 (2018) - [j133]Ta Zhou
, Hisao Ishibuchi
, Shitong Wang
:
Stacked Blockwise Combination of Interpretable TSK Fuzzy Classifiers by Negative Correlation Learning. IEEE Trans. Fuzzy Syst. 26(6): 3327-3341 (2018) - [j132]Xiaoqing Gu
, Shitong Wang
:
Bayesian Takagi-Sugeno-Kang Fuzzy Model and Its Joint Learning of Structure Identification and Parameter Estimation. IEEE Trans. Ind. Informatics 14(12): 5327-5337 (2018) - [j131]Jiefang Liu, Fu-Lai Chung, Shitong Wang
:
Black Hole Entropic Fuzzy Clustering. IEEE Trans. Syst. Man Cybern. Syst. 48(9): 1622-1636 (2018) - [c31]Defu Lin, Jun Wang, Jihua Zhu, Yifan Wang, Yizhang Jiang, Zhaohong Deng, Weiwei Li, Shitong Wang:
A Novel Takagi-Sugeno Fuzzy System Modeling Method with Joint Feature Selection and Rule Reduction. FUZZ-IEEE 2018: 1-7 - [i3]Te Zhang, Zhaohong Deng, Dongrui Wu, Shitong Wang:
Multi-View Fuzzy Logic System with the Cooperation between Visible and Hidden Views. CoRR abs/1807.08595 (2018) - 2017
- [j130]Jiefang Liu, Fulai Chung
, Shitong Wang:
Bayesian zero-order TSK fuzzy system modeling. Appl. Soft Comput. 55: 253-264 (2017) - [j129]Wenlong Hang, Kup-Sze Choi
, Shitong Wang
, Pengjiang Qian
:
Semi-supervised learning using hidden feature augmentation. Appl. Soft Comput. 59: 448-461 (2017) - [j128]Aiguo Chen, Shitong Wang:
A robust fuzzy clustering algorithm using mean-field-approximation based hidden Markov random field model for image segmentation. J. Intell. Fuzzy Syst. 32(1): 177-188 (2017) - [j127]Aiguo Chen, Pengjiang Qian
, Shitong Wang, Yizhang Jiang:
Large-scale fuzzy multiple-medoid clustering method. J. Intell. Fuzzy Syst. 32(3): 1833-1845 (2017) - [j126]Wenlong Hang, Kup-Sze Choi
, Shitong Wang:
Synchronization clustering based on central force optimization and its extension for large-scale datasets. Knowl. Based Syst. 118: 31-44 (2017) - [j125]Pengjiang Qian
, Kaifa Zhao
, Yizhang Jiang, Kuan-Hao Su, Zhaohong Deng, Shitong Wang, Raymond F. Muzic Jr.:
Knowledge-leveraged transfer fuzzy C-Means for texture image segmentation with self-adaptive cluster prototype matching. Knowl. Based Syst. 130: 33-50 (2017) - [j124]Anqi Bi
, Shitong Wang:
Incremental enhanced α-expansion move for large data: a probability regularization perspective. Int. J. Mach. Learn. Cybern. 8(5): 1615-1631 (2017) - [j123]Chengquan Huang, Fu-Lai Chung
, Shitong Wang:
Generalized competitive agglomeration clustering algorithm. Int. J. Mach. Learn. Cybern. 8(6): 1945-1969 (2017) - [j122]Ta Zhou, Hisao Ishibuchi
, Shitong Wang
:
Stacked-Structure-Based Hierarchical Takagi-Sugeno-Kang Fuzzy Classification Through Feature Augmentation. IEEE Trans. Emerg. Top. Comput. Intell. 1(6): 421-436 (2017) - [j121]Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung
, Guanjin Wang
, Pengjiang Qian
, Kup-Sze Choi
, Shitong Wang:
Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System. IEEE Trans. Fuzzy Syst. 25(1): 3-20 (2017) - [j120]Ta Zhou, Fu-Lai Chung
, Shitong Wang
:
Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data. IEEE Trans. Fuzzy Syst. 25(5): 1207-1221 (2017) - [j119]Xiaoqing Gu
, Fu-Lai Chung
, Shitong Wang
:
Bayesian Takagi-Sugeno-Kang Fuzzy Classifier. IEEE Trans. Fuzzy Syst. 25(6): 1655-1671 (2017) - [j118]Pengjiang Qian
, Yizhang Jiang, Shitong Wang, Kuan-Hao Su, Jun Wang, Lingzhi Hu, Raymond F. Muzic Jr.:
Affinity and Penalty Jointly Constrained Spectral Clustering With All-Compatibility, Flexibility, and Robustness. IEEE Trans. Neural Networks Learn. Syst. 28(5): 1123-1138 (2017) - [j117]Yizhang Jiang
, Zhaohong Deng, Fu-Lai Chung
, Shitong Wang:
Realizing Two-View TSK Fuzzy Classification System by Using Collaborative Learning. IEEE Trans. Syst. Man Cybern. Syst. 47(1): 145-160 (2017) - [j116]Xiaoqing Gu
, Fu-Lai Chung
, Hisao Ishibuchi, Shitong Wang:
Imbalanced TSK Fuzzy Classifier by Cross-Class Bayesian Fuzzy Clustering and Imbalance Learning. IEEE Trans. Syst. Man Cybern. Syst. 47(8): 2005-2020 (2017) - [c30]Te Zhang, Zhaohong Deng, Kup-Sze Choi
, Jiefang Liu, Shitong Wang:
Robust extreme learning fuzzy systems using ridge regression for small and noisy datasets. FUZZ-IEEE 2017: 1-7 - [c29]Xingguang Pan, Xiongtao Zhang, Zhibin Jiang, Shitong Wang:
Anti-noise possibilistic clustering based on maximum entropy. ISKE 2017: 1-7 - [c28]Xiongtao Zhang, Xingguang Pan, Shitong Wang:
Fuzzy DBN with rule-based knowledge representation and high interpretability. ISKE 2017: 1-7 - [c27]Jun Wang
, Qian Wang
, Shitong Wang, Dinggang Shen:
Sparse Multi-view Task-Centralized Learning for ASD Diagnosis. MLMI@MICCAI 2017: 159-167 - 2016
- [j115]Xiaoming Wang, Shitong Wang:
Enhanced algorithm for high-dimensional data classification. Appl. Soft Comput. 40: 1-9 (2016) - [j114]Anqi Bi, Fulai Chung
, Shitong Wang, Yizhang Jiang, Chengquan Huang:
Bayesian Enhanced α-Expansion Move Clustering with Loose Link Constraints. Neurocomputing 194: 288-300 (2016) - [j113]Zhaohong Deng, Kup-Sze Choi
, Yizhang Jiang, Jun Wang
, Shitong Wang:
A survey on soft subspace clustering. Inf. Sci. 348: 84-106 (2016) - [j112]Wenlong Hang, Korris Fu-Lai Chung
, Shitong Wang:
Transfer affinity propagation-based clustering. Inf. Sci. 348: 337-356 (2016) - [j111]Aimei Dong, Fu-Lai Chung
, Shitong Wang:
Semi-supervised classification method through oversampling and common hidden space. Inf. Sci. 349-350: 216-228 (2016) - [j110]Yizhang Jiang, Zhaohong Deng, Kup-Sze Choi
, Fu-Lai Chung
, Shitong Wang:
A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification. Inf. Sci. 357: 39-60 (2016) - [j109]Min Xu, Guanjin Wang
, Korris Fu-Lai Chung
, Shitong Wang:
Linear combination of densities and its direct estimation framework with applications. Neural Comput. Appl. 27(6): 1477-1495 (2016) - [j108]Jingxiang Zhang, Shitong Wang:
A fast leave-one-out cross-validation for SVM-like family. Neural Comput. Appl. 27(6): 1717-1730 (2016) - [j107]Chengquan Huang, Korris Fu-Lai Chung
, Shitong Wang
:
Multi-view L2-SVM and its multi-view core vector machine. Neural Networks 75: 110-125 (2016) - [j106]Jun Wang
, Zhaohong Deng, Xiaoqing Luo
, Yizhang Jiang, Shitong Wang:
Scalable learning method for feedforward neural networks using minimal-enclosing-ball approximation. Neural Networks 78: 51-64 (2016) - [j105]Zhancheng Zhang, Xiaoqing Luo, Fu-Lai Chung
, Shitong Wang:
A local and global classification machine with collaborative mechanism. Pattern Anal. Appl. 19(2): 385-396 (2016) - [j104]Pengjiang Qian
, Shouwei Sun
, Yizhang Jiang, Kuan-Hao Su, Tongguang Ni
, Shitong Wang
, Raymond F. Muzic Jr.:
Cross-domain, soft-partition clustering with diversity measure and knowledge reference. Pattern Recognit. 50: 155-177 (2016) - [j103]Jun Wang
, Zhaohong Deng, Kup-Sze Choi
, Yizhang Jiang, Xiaoqing Luo, Fu-Lai Chung
, Shitong Wang:
Distance metric learning for soft subspace clustering in composite kernel space. Pattern Recognit. 52: 113-134 (2016) - [j102]Pengjiang Qian
, Yizhang Jiang, Zhaohong Deng, Lingzhi Hu, Shouwei Sun, Shitong Wang, Raymond F. Muzic Jr.:
Cluster Prototypes and Fuzzy Memberships Jointly Leveraged Cross-Domain Maximum Entropy Clustering. IEEE Trans. Cybern. 46(1): 181-193 (2016) - [j101]Aimei Dong, Korris Fu-Lai Chung
, Zhaohong Deng, Shitong Wang:
Semi-Supervised SVM With Extended Hidden Features. IEEE Trans. Cybern. 46(12): 2924-2937 (2016) - [j100]Changjian Yang, Zhaohong Deng
, Kup-Sze Choi
, Shitong Wang:
Takagi-Sugeno-Kang Transfer Learning Fuzzy Logic System for the Adaptive Recognition of Epileptic Electroencephalogram Signals. IEEE Trans. Fuzzy Syst. 24(5): 1079-1094 (2016) - [j99]Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung
, Hisao Ishibuchi
, Kup-Sze Choi
, Shitong Wang:
Transfer Prototype-Based Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 24(5): 1210-1232 (2016) - [j98]Zhaohong Deng, Yizhang Jiang, Hisao Ishibuchi
, Kup-Sze Choi
, Shitong Wang:
Enhanced Knowledge-Leverage-Based TSK Fuzzy System Modeling for Inductive Transfer Learning. ACM Trans. Intell. Syst. Technol. 8(1): 11:1-11:21 (2016) - 2015
- [j97]Huan Li, Fulai Chung
, Shitong Wang:
A SVM based classification method for homogeneous data. Appl. Soft Comput. 36: 228-235 (2015) - [j96]Shitong Wang, Yizhang Jiang, Fu-Lai Chung
, Pengjiang Qian
:
Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification. Appl. Soft Comput. 37: 125-141 (2015) - [j95]Shitong Wang, Fu-Lai Chung
, Jun Wang
, Jun Wu:
A fast learning method for feedforward neural networks. Neurocomputing 149: 295-307 (2015) - [j94]Jianwen Tao, Shitong Wang, Wenjun Hu:
Minimum class spread constrained support vector machine. Neurocomputing 151: 481-500 (2015) - [j93]Tongguang Ni
, Fu-Lai Chung
, Shitong Wang:
Support vector machine with manifold regularization and partially labeling privacy protection. Inf. Sci. 294: 390-407 (2015) - [j92]Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung
, Shitong Wang:
Multi-task TSK fuzzy system modeling using inter-task correlation information. Inf. Sci. 298: 512-533 (2015) - [j91]Zhenping Xie, Jun Sun, Vasile Palade, Shitong Wang, Yuan Liu:
Evolutionary sampling: A novel way of machine learning within a probabilistic framework. Inf. Sci. 299: 262-282 (2015) - [j90]Jingxiang Zhang, Shitong Wang:
Common-decision-vector based multiple source transfer classification learning and its fast implementation. J. Intell. Fuzzy Syst. 28(3): 1169-1181 (2015) - [j89]Yizhang Jiang, Zhaohong Deng, Kup-Sze Choi
, Pengjiang Qian
, Wenjun Hu, Shitong Wang:
A novel privacy-preserving probability transductive classifiers from group probabilities based on regression model. J. Intell. Fuzzy Syst. 29(2): 917-925 (2015) - [j88]Tongguang Ni, Xiaoqing Gu, Shitong Wang, Pengjiang Qian, Raymond F. Muzic Jr.:
Locality Preserving Semi-Supervised Support Vector Machine. J. Inf. Sci. Eng. 31(6): 2009-2024 (2015) - [j87]Wenjun Hu, Kup-Sze Choi
, Jianwen Tao, Yunliang Jiang, Shitong Wang:
Nonnegative matrix factorization with manifold regularization and maximum discriminant information. Int. J. Mach. Learn. Cybern. 6(5): 837-846 (2015) - [j86]Wenjun Hu, Kup-Sze Choi
, Peiliang Wang, Yunliang Jiang, Shitong Wang:
Convex nonnegative matrix factorization with manifold regularization. Neural Networks 63: 94-103 (2015) - [j85]Wenjun Hu, Shitong Wang, Fu-Lai Chung
, Yong Liu, Wenhao Ying:
Privacy preserving and fast decision for novelty detection using support vector data description. Soft Comput. 19(5): 1171-1186 (2015) - [j84]Yizhang Jiang, Korris Fu-Lai Chung
, Hisao Ishibuchi
, Zhaohong Deng, Shitong Wang:
Multitask TSK Fuzzy System Modeling by Mining Intertask Common Hidden Structure. IEEE Trans. Cybern. 45(3): 548-561 (2015) - [j83]Yizhang Jiang, Fu-Lai Chung
, Shitong Wang, Zhaohong Deng, Jun Wang
, Pengjiang Qian
:
Collaborative Fuzzy Clustering From Multiple Weighted Views. IEEE Trans. Cybern. 45(4): 688-701 (2015) - [j82]Xin Gu, Fu-Lai Chung
, Hisao Ishibuchi
, Shitong Wang:
Multitask Coupled Logistic Regression and its Fast Implementation for Large Multitask Datasets. IEEE Trans. Cybern. 45(9): 1953-1966 (2015) - [j81]Zhaohong Deng, Longbing Cao
, Yizhang Jiang, Shitong Wang:
Minimax Probability TSK Fuzzy System Classifier: A More Transparent and Highly Interpretable Classification Model. IEEE Trans. Fuzzy Syst. 23(4): 813-826 (2015) - [j80]Yingzhong Shi, Fu-Lai Chung
, Shitong Wang:
An Improved TA-SVM Method Without Matrix Inversion and Its Fast Implementation for Nonstationary Datasets. IEEE Trans. Neural Networks Learn. Syst. 26(9): 2005-2018 (2015) - 2014
- [j79]Changjian Yang, Zhaohong Deng, Kup-Sze Choi
, Yizhang Jiang, Shitong Wang:
Transductive domain adaptive learning for epileptic electroencephalogram recognition. Artif. Intell. Medicine 62(3): 165-177 (2014) - [j78]Shitong Wang, Fu-Lai Chung
, Jun Wu, Jun Wang
:
Least learning machine and its experimental studies on regression capability. Appl. Soft Comput. 21: 677-684 (2014) - [j77]Min Xu, Hisao Ishibuchi
, Xin Gu, Shitong Wang:
Dm-KDE: dynamical kernel density estimation by sequences of KDE estimators with fixed number of components over data streams. Frontiers Comput. Sci. 8(4): 563-580 (2014) - [j76]Fan Yang, Ying-Ying Xu, Shitong Wang, Hong-Bin Shen:
Image-based classification of protein subcellular location patterns in human reproductive tissue by ensemble learning global and local features. Neurocomputing 131: 113-123 (2014) - [j75]Jianwen Tao, Wenjun Hu, Shitong Wang:
Sparsity regularization label propagation for domain adaptation learning. Neurocomputing 139: 202-219 (2014) - [j74]Yizhang Jiang, Fu-Lai Chung
, Shitong Wang:
Enhanced fuzzy partitions vs data randomness in FCM. J. Intell. Fuzzy Syst. 27(4): 1639-1648 (2014) - [j73]Jun Wang
, Fu-Lai Chung
, Shitong Wang, Zhaohong Deng:
Double indices-induced FCM clustering and its integration with fuzzy subspace clustering. Pattern Anal. Appl. 17(3): 549-566 (2014) - [j72]Jun Gao, Fulai Chung
, Shitong Wang:
MSAFC: matrix subspace analysis with fuzzy clustering ability. Soft Comput. 18(6): 1143-1163 (2014) - [j71]Shitong Wang, Jun Wang
, Fulai Chung
:
Kernel Density Estimation, Kernel Methods, and Fast Learning in Large Data Sets. IEEE Trans. Cybern. 44(1): 1-20 (2014) - [j70]Zhaohong Deng, Kup-Sze Choi
, Yizhang Jiang, Shitong Wang:
Generalized Hidden-Mapping Ridge Regression, Knowledge-Leveraged Inductive Transfer Learning for Neural Networks, Fuzzy Systems and Kernel Methods. IEEE Trans. Cybern. 44(12): 2585-2599 (2014) - [j69]Wenhao Ying, Fu-Lai Chung
, Shitong Wang:
Scaling Up Synchronization-Inspired Partitioning Clustering. IEEE Trans. Knowl. Data Eng. 26(8): 2045-2057 (2014) - [j68]Zhaohong Deng, Kup-Sze Choi
, Longbing Cao
, Shitong Wang:
T2FELA: Type-2 Fuzzy Extreme Learning Algorithm for Fast Training of Interval Type-2 TSK Fuzzy Logic System. IEEE Trans. Neural Networks Learn. Syst. 25(4): 664-676 (2014) - [c26]Zhaohong Deng, Yizhang Jiang, Longbing Cao
, Shitong Wang:
Knowledge-leverage based TSK fuzzy system with improved knowledge transfer. FUZZ-IEEE 2014: 178-185 - [c25]Jun Wang
, Zhaohong Deng, Yizhang Jiang, Pengjiang Qian
, Shitong Wang:
Multiple-kernel based soft subspace fuzzy clustering. FUZZ-IEEE 2014: 186-193 - [i2]Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang:
A Survey on Soft Subspace Clustering. CoRR abs/1409.5616 (2014) - [i1]Zhaohong Deng, Yizhang Jiang, Fulai Chung, Kup-Sze Choi, Shitong Wang:
Transfer Prototype-based Fuzzy Clustering. CoRR abs/1409.5686 (2014) - 2013
- [j67]Jun Wang
, Fu-Lai Chung
, Zhaohong Deng, Shitong Wang, Wenhao Ying:
Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection. Artif. Intell. Medicine 57(1): 59-71 (2013) - [j66]Zhaohong Deng, Shitong Wang, Fu-Lai Chung
:
A minimax probabilistic approach to feature transformation for multi-class data. Appl. Soft Comput. 13(1): 116-127 (2013) - [j65]Jun Wang
, Shitong Wang, Fulai Chung
, Zhaohong Deng:
Fuzzy partition based soft subspace clustering and its applications in high dimensional data. Inf. Sci. 246: 133-154 (2013) - [j64]Shitong Wang, Zhaohong Deng, Fu-Lai Chung
, Wenjun Hu:
From Gaussian kernel density estimation to kernel methods. Int. J. Mach. Learn. Cybern. 4(2): 119-137 (2013) - [j63]Wenjun Hu, Kup-Sze Choi
, Yonggen Gu, Shitong Wang:
Minimum-maximum local structure information for feature selection. Pattern Recognit. Lett. 34(5): 527-535 (2013) - [j62]Zhenping Xie, Shitong Wang, Dewen Hu:
New insight at level set & Gaussian mixture model for natural image segmentation. Signal Image Video Process. 7(3): 521-536 (2013) - [j61]Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung
, Hisao Ishibuchi
, Shitong Wang:
Knowledge-Leverage-Based Fuzzy System and Its Modeling. IEEE Trans. Fuzzy Syst. 21(4): 597-609 (2013) - [j60]Zhaohong Deng, Yizhang Jiang, Kup-Sze Choi
, Fu-Lai Chung
, Shitong Wang:
Knowledge-Leverage-Based TSK Fuzzy System Modeling. IEEE Trans. Neural Networks Learn. Syst. 24(8): 1200-1212 (2013) - [c24]Yizhang Jiang, Zhaohong Deng, Shitong Wang, Tongguang Ni
:
Training probability transductive classifiers for group probability datasets based on regression. FSKD 2013: 444-449 - 2012
- [j59]Jianwen Tao, Fu-Lai Chung
, Shitong Wang:
A kernel learning framework for domain adaptation learning. Sci. China Inf. Sci. 55(9): 1983-2007 (2012) - [j58]Wenjun Hu, Korris Fu-Lai Chung
, Shitong Wang:
The Maximum Vector-Angular Margin Classifier and its fast training on large datasets using a core vector machine. Neural Networks 27: 60-73 (2012) - [j57]Zhancheng Zhang
, Kup-Sze Choi
, Xiaoqing Luo, Shitong Wang:
Generalized locality preserving Maxi-Min Margin Machine. Neural Networks 36: 18-24 (2012) - [j56]Wenjun Hu, Fu-Lai Chung
, Shitong Wang, Wenhao Ying:
Scaling up minimum enclosing ball with total soft margin for training on large datasets. Neural Networks 36: 120-128 (2012) - [j55]Jianwen Tao, Korris Fu-Lai Chung
, Shitong Wang:
On minimum distribution discrepancy support vector machine for domain adaptation. Pattern Recognit. 45(11): 3962-3984 (2012) - [j54]Pengjiang Qian
, Fu-Lai Chung
, Shitong Wang, Zhaohong Deng:
Fast Graph-Based Relaxed Clustering for Large Data Sets Using Minimal Enclosing Ball. IEEE Trans. Syst. Man Cybern. Part B 42(3): 672-687 (2012) - [c23]Jun Wang
, Shitong Wang, Zhaohong Deng, Korris Fu-Lai Chung
:
Double indices induced FCM clustering and its integration with fuzzy subspace clustering. FUZZ-IEEE 2012: 1-8 - 2011
- [j53]Zhaohong Deng, Kup-Sze Choi
, Fu-Lai Chung
, Shitong Wang:
EEW-SC: Enhanced Entropy-Weighting Subspace Clustering for high dimensional gene expression data clustering analysis. Appl. Soft Comput. 11(8): 4798-4806 (2011) - [j52]Jun Gao, Korris Fu-Lai Chung
, Shitong Wang:
Matrix pattern based minimum within-class scatter support vector machines. Appl. Soft Comput. 11(8): 5602-5610 (2011) - [j51]Zhaohong Deng, Fu-Lai Chung, Shitong Wang:
Clustering-Inverse: A Generalized Model for Pattern-Based Time Series Segmentation. J. Intell. Learn. Syst. Appl. 3(1): 26-36 (2011) - [j50]Jun Wu, Shitong Wang, Fu-Lai Chung
:
Positive and negative fuzzy rule system, extreme learning machine and image classification. Int. J. Mach. Learn. Cybern. 2(4): 261-271 (2011) - [j49]Xiaoming Wang, Korris Fu-Lai Chung
, Shitong Wang:
Theoretical analysis for solution of support vector data description. Neural Networks 24(4): 360-369 (2011) - [j48]Zhaohong Deng, Kup-Sze Choi
, Fu-Lai Chung
, Shitong Wang:
Scalable TSK Fuzzy Modeling for Very Large Datasets Using Minimal-Enclosing-Ball Approximation. IEEE Trans. Fuzzy Syst. 19(2): 210-226 (2011) - [c22]Zhaohong Deng, Shitong Wang, Qun Gao, Yonghui Pan:
Fuzzy inference mechanism based automatic elastic registration of two-dimensional gel electrophoresis images. FSKD 2011: 806-810 - [c21]Hongwei Ge, Shitong Wang, Wei Song:
Study of dependency between the input noise and the parameter in fuzzy linear regression model. FUZZ-IEEE 2011: 2864-2869 - [c20]Zhancheng Zhang
, Xiaoqing Luo, Shitong Wang:
Speeding up local and global learning of M4. ICNC 2011: 383-387 - 2010
- [j47]Xiaofeng Chen, Shitong Wang, Korris Fu-Lai Chung, Suqun Cao:
Introducing Gravitational Force into Affinity Propagation Clustering. Int. J. Softw. Informatics 4(2): 135-149 (2010) - [j46]Jianwen Tao, Shitong Wang, Wenjun Hu, Wenhao Ying:
p-Margin Kernel Learning Machine with Magnetic Field Effect for Both Binary Classification and Novelty Detection. Int. J. Softw. Informatics 4(3): 305-324 (2010) - [j45]Zhaohong Deng, Kup-Sze Choi
, Fu-Lai Chung
, Shitong Wang:
Enhanced soft subspace clustering integrating within-cluster and between-cluster information. Pattern Recognit. 43(3): 767-781 (2010) - [j44]Xiaoming Wang, Korris Fu-Lai Chung
, Shitong Wang:
On minimum class locality preserving variance support vector machine. Pattern Recognit. 43(8): 2753-2762 (2010) - [j43]Qinli Zhang, Korris Fu-Lai Chung
, Shitong Wang:
Transformation between type-2 TSK fuzzy systems and an uncertain Gaussian mixture model. Soft Comput. 14(7): 701-711 (2010) - [j42]Zhaohong Deng, Fu-Lai Chung
, Shitong Wang:
Robust Relief-Feature Weighting, Margin Maximization, and Fuzzy Optimization. IEEE Trans. Fuzzy Syst. 18(4): 726-744 (2010)
2000 – 2009
- 2009
- [j41]Zhang Yang, Fu-Lai Chung
, Shitong Wang:
Robust fuzzy clustering-based image segmentation. Appl. Soft Comput. 9(1): 80-84 (2009) - [j40]Wei Song, Shitong Wang, Cheng Hua Li:
Parametric and nonparametric evolutionary computing with a content-based feature selection approach for parallel categorization. Expert Syst. Appl. 36(9): 11934-11943 (2009) - [j39]Fu-Lai Chung
, Zhaohong Deng, Shitong Wang:
From Minimum Enclosing Ball to Fast Fuzzy Inference System Training on Large Datasets. IEEE Trans. Fuzzy Syst. 17(1): 173-184 (2009) - [j38]Korris Fu-Lai Chung
, Zhaohong Deng, Shitong Wang:
An Adaptive Fuzzy-Inference-Rule-Based Flexible Model for Automatic Elastic Image Registration. IEEE Trans. Fuzzy Syst. 17(5): 995-1010 (2009) - [j37]Lin Zhu, Fu-Lai Chung
, Shitong Wang:
Generalized Fuzzy C-Means Clustering Algorithm With Improved Fuzzy Partitions. IEEE Trans. Syst. Man Cybern. Part B 39(3): 578-591 (2009) - [c19]Honglin Xu, Shitong Wang:
Fuzzy Logical on Boolean Networks as Model of Gene Regulatory Networks. JCAI 2009: 501-505 - 2008
- [j36]Yueyang Li, Fu-Lai Chung
, Shitong Wang:
A robust neuro-fuzzy network approach to impulse noise filtering for color images. Appl. Soft Comput. 8(2): 872-884 (2008) - [j35]Marco Loog, Xiaojun Wu, Jieping Lu, Jing-Yu Yang, Shitong Wang, Josef Kittler:
A note on an extreme case of the generalized optimal discriminant transformation. Neurocomputing 72(1-3): 664-665 (2008) - [j34]Shitong Wang, Korris Fu-Lai Chung
, Fusong Xiong:
A novel image thresholding method based on Parzen window estimate. Pattern Recognit. 41(1): 117-129 (2008) - [j33]Zhaohong Deng, Fu-Lai Chung
, Shitong Wang:
FRSDE: Fast reduced set density estimator using minimal enclosing ball approximation. Pattern Recognit. 41(4): 1363-1372 (2008) - [j32]Zhenping Xie, Shitong Wang, Fu-Lai Chung
:
An enhanced possibilistic C-Means clustering algorithm EPCM. Soft Comput. 12(6): 593-611 (2008) - [j31]Hongwei Ge, Fu-Lai Chung
, Shitong Wang:
Theoretical Choice of the Optimal Threshold for Possibilistic Linear Model With Noisy Input. IEEE Trans. Fuzzy Syst. 16(4): 1027-1037 (2008) - [c18]Yiqing Kong, Shitong Wang:
Weighted Semi-supervised Fuzzy Clustering. ACFIE 2008: 465-470 - [c17]Suqun Cao, Shitong Wang, Quanyin Zhu, Xiaofeng Chen:
Unsupervised Optimal Discriminant Plane Based Feature Extraction Method. FSKD (2) 2008: 315-319 - 2007
- [j30]Shitong Wang, Duan Fu, Min Xu, Dewen Hu:
Advanced fuzzy cellular neural network: Application to CT liver images. Artif. Intell. Medicine 39(1): 65-77 (2007) - [j29]Shitong Wang, Korris Fu-Lai Chung
, Zhaohong Deng, Dewen Hu:
Robust fuzzy clustering neural network based on epsilon-insensitive loss function. Appl. Soft Comput. 7(2): 577-584 (2007) - [j28]Hong-Wei Ge, Shitong Wang:
Dependency between degree of fit and input noise in fuzzy linear regression using non-symmetric fuzzy triangular coefficients. Fuzzy Sets Syst. 158(19): 2189-2202 (2007) - [j27]Xiaojun Wu, Jieping Lu, Jing-Yu Yang, Shitong Wang, Josef Kittler:
An extreme case of the generalized optimal discriminant transformation and its application to face recognition. Neurocomputing 70(4-6): 828-834 (2007) - [j26]Shitong Wang, Korris Fu-Lai Chung
, Duan Fu:
Applying the improved fuzzy cellular neural network IFCNN to white blood cell detection. Neurocomputing 70(7-9): 1348-1359 (2007) - [j25]Fu-Lai Chung
, Shitong Wang, Min Xu, Dewen Hu, Qing Lin:
Possibility Theoretic Clustering and its Preliminary Application to Large Image Segmentation. Soft Comput. 11(2): 103-113 (2007) - [c16]Yonghui Pan, Fang Bao, Shitong Wang:
Supervised FCNN Classification for Garment Seams. CIS 2007: 555-559 - [c15]Yueyang Li, Bin Han, Shitong Wang, Fu-Lai Chung
:
A New Filter for Color Images Corrupted by Impulse Noise. FSKD (4) 2007: 214-220 - [c14]Zhenping Xie, Shitong Wang:
A New Level Set Method for Image Segmentation Integrated with FCM. FSKD (4) 2007: 699-703 - [c13]Zhaohong Deng, Fu-Lai Chung
, Shitong Wang:
A New Minimax Probability Based Classifier Using Fuzzy Hyper-Ellipsoid. IJCNN 2007: 2385-2390 - 2006
- [j24]H. X. Li, Shitong Wang, Yu Xiu:
Applying Robust Directional Similarity Based Clustering Approach Rdsc to Classification of Gene Expression Data. J. Bioinform. Comput. Biol. 4(3): 745-768 (2006) - [j23]Shitong Wang, Jiagang Zhu, Fu-Lai Chung
, Dewen Hu:
Experimental study on parameter choices in norm-r support vector regression machines with noisy input. Soft Comput. 10(3): 219-223 (2006) - [j22]Shitong Wang, Korris Fu-Lai Chung
, Zhaohong Deng, Dewen Hu, Xisheng Wu:
Robust maximum entropy clustering algorithm with its labeling for outliers. Soft Comput. 10(7): 555-563 (2006) - [j21]Jiagang Zhu, Shitong Wang, Xisheng Wu, Korris Fu-Lai Chung
:
A novel adaptive SVR based filter ASBF for image restoration. Soft Comput. 10(8): 665-672 (2006) - [j20]Korris Fu-Lai Chung
, Shitong Wang, Zhaohong Deng, Chen Shu, Dewen Hu:
Clustering Analysis of Gene Expression Data based on Semi-supervised Visual Clustering Algorithm. Soft Comput. 10(11): 981-993 (2006) - [j19]Hong-Bin Shen, Jie Yang, Shitong Wang, Xiaojun Liu:
Attribute weighted mercer kernel based fuzzy clustering algorithm for general non-spherical datasets. Soft Comput. 10(11): 1061-1073 (2006) - [j18]Shitong Wang, W. Min:
A New Detection Algorithm (NDA) Based on Fuzzy Cellular Neural Networks for White Blood Cell Detection. IEEE Trans. Inf. Technol. Biomed. 10(1): 5-10 (2006) - [j17]Fu-Lai Chung
, Shitong Wang, Zhaohong Deng, Dewen Hu:
CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With Sigmoid Activation Functions. IEEE Trans. Syst. Man Cybern. Part B 36(6): 1319-1331 (2006) - [c12]Chao-feng Li, Lei Xu, Shitong Wang:
A Comparative Study on Improved Fuzzy Support Vector Machines and Levenberg-Marquardt-Based BP Network. ICIC (1) 2006: 73-82 - [c11]Chao-feng Li, Jun-ben Zhang, Shitong Wang:
Comparative Study on Input-Expansion-Based Improved General Regression Neural Network and Levenberg-Marquardt BP Network. ICIC (1) 2006: 83-93 - [c10]Chao-feng Li, Jun-ben Zhang, Zheng-you Wang, Shitong Wang:
A Fully Automated Pattern Classification Method of Combining Self-Organizing Map with Generalization Regression Neural Network. ICONIP (2) 2006: 132-139 - [c9]Yiqing Kong, Shitong Wang:
Applying the Semisupervised Bayesian Approach to Classifier Design. ISDA (1) 2006: 366-370 - [c8]Chao-feng Li, Lei Xu, Shitong Wang:
Hierarchical Extraction of Remote Sensing Data Based on Support Vector Machines and Knowledge Processing. ISNN (2) 2006: 468-473 - 2005
- [j16]Shitong Wang, Fu-Lai Chung
, Hong-Bin Shen, Dewen Hu:
Cascaded centralized TSK fuzzy system: universal approximator and high interpretation. Appl. Soft Comput. 5(2): 131-145 (2005) - [j15]Shitong Wang, Korris Fu-Lai Chung, Hong-Bin Shen:
Fuzzy taxonomy, quantitative database and mining generalized association rules. Intell. Data Anal. 9(2): 207-217 (2005) - [j14]Hong-Bin Shen, Jie Yang, Ningjiang Chen, Yifei Dong, Shitong Wang:
Performing clustering analysis on collaborative models. Intell. Data Anal. 9(5): 419-438 (2005) - [j13]Shitong Wang, Korris Fu-Lai Chung, Zhaohong Deng:
Why did Time Series Subsequence Clustering Disguise US: the Overall Analysis. Int. J. Inf. Acquis. 2(3): 259-266 (2005) - [j12]Shitong Wang, Fu-Lai Chung
:
Note on the equivalence relationship between Renyi-entropy based and Tsallis-entropy based image thresholding. Pattern Recognit. Lett. 26(14): 2309-2312 (2005) - [j11]Shitong Wang, Fu-Lai Chung
, Y. Y. Li, Dewen Hu, Xisheng Wu:
A new gaussian noise filter based on interval type-2 fuzzy logic systems. Soft Comput. 9(5): 398-406 (2005) - [j10]Shitong Wang, Jiagang Zhu, Fu-Lai Chung
, Lin Qing, Dewen Hu:
Theoretically Optimal Parameter Choices for Support Vector Regression Machines with Noisy Input. Soft Comput. 9(10): 732-741 (2005) - [c7]Shitong Wang, Fu-Lai Chung, Min Xu, Dewen Hu, Lin Qing:
Possibility Theoretic Clustering. ICIC (1) 2005: 849-858 - [c6]Shitong Wang, Duan Fu, Min Xu, Dewen Hu:
Applying Advanced Fuzzy Cellular Neural Network AFCNN to Segmentation of Serial CT Liver Images. ICNC (3) 2005: 1128-1131 - 2004
- [j9]Fu-Lai Chung
, Shitong Wang, Zhaohong Deng, Dewen Hu:
Fuzzy kernel hyperball perceptron. Appl. Soft Comput. 5(1): 67-74 (2004) - [j8]Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Shitong Wang:
An analytical algorithm for determining the generalized optimal set of discriminant vectors. Pattern Recognit. 37(9): 1949-1952 (2004) - [j7]Shitong Wang, Korris Fu-Lai Chung, Hong-Bin Shen, Ruiqiang Zhu:
Note on the relationship between probabilistic and fuzzy clustering. Soft Comput. 8(5): 366-369 (2004) - [j6]Korris Fu-Lai Chung
, Shitong Wang, Hong-Bin Shen, Ruiqiang Zhu:
Note on the relationship between probabilistic and fuzzy clustering. Soft Comput. 8(7): 523-526 (2004) - [c5]Hong-Bin Shen, Jie Yang, Shitong Wang:
Outlier Detecting in Fuzzy Switching Regression Models. AIMSA 2004: 208-215 - [c4]Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Kieron Messer, Shitong Wang:
A New Kernel Direct Discriminant Analysis (KDDA) Algorithm for Face Recognition. BMVC 2004: 1-11 - [c3]Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Kieron Messer, Shitong Wang:
A New Direct LDA (D-LDA) Algorithm for Feature Extraction in Face Recognition. ICPR (4) 2004: 545-548 - [c2]Hong-Bin Shen, Shitong Wang, Jie Yang:
Fuzzy Taxonomic, Quantitative Database and Mining Generalized Association Rules. Rough Sets and Current Trends in Computing 2004: 610-617 - [c1]Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Kieron Messer, Shitong Wang, Jieping Lu:
On Dimensionality Reduction for Client Specific Discriminant Analysis with Application to Face Verification. SINOBIOMETRICS 2004: 305-312 - 2003
- [j5]Shitong Wang, Dongjun Yu, Jing-Yu Yang:
Integrating rough set theory and fuzzy neural network to discover fuzzy rules. Intell. Data Anal. 7(1): 59-73 (2003) - [j4]Shitong Wang, Hongjun Lu:
Fuzzy System and CMAC Network with B-Spline Membership/Basis Functions can Approximate A Smooth Function and its Derivatives. Int. J. Comput. Intell. Appl. 3(3): 265-279 (2003) - [j3]Shitong Wang, Hongjun Lu:
Fuzzy system and CMAC network with B-spline membership/basis functions are smooth approximators. Soft Comput. 7(8): 566-573 (2003) - 2002
- [j2]Shitong Wang, Haifeng Jiang, Hongjun Lu:
A New Integrated Clustering Algorithm GFC and Switching Regressions. Int. J. Pattern Recognit. Artif. Intell. 16(4): 433-446 (2002) - [j1]Xiaojun Wu, Jing-Yu Yang, Shitong Wang, Yue-Fei Guo, Qiying Gao:
A New Algorithm for Generalized Optimal Discriminant Vectors. J. Comput. Sci. Technol. 17(3): 324-330 (2002)
Coauthor Index
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