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Kup-Sze Choi
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Books and Theses
- 2004
- [b1]Kup-Sze Choi:
Interactive deformable simulation of soft tissues for virtual surgery applications. Chinese University of Hong Kong, Hong Kong, 2004
Journal Articles
- 2024
- [j117]Xiao Shen
, Kup-Sze Choi
, Xi Zhou
:
Dual separated attention-based graph neural network. Neurocomputing 599: 128106 (2024) - [j116]Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Xiuyu Huang, Saikit Lam
, Jiabao Sheng, Kup-Sze Choi, Jing Cai, Weiping Ding:
Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels. Inf. Fusion 101: 101977 (2024) - [j115]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) - [j114]Youyi Song
, Jing Zou
, Kup-Sze Choi
, Baiying Lei
, Jing Qin
:
Cell classification with worse-case boosting for intelligent cervical cancer screening. Medical Image Anal. 91: 103014 (2024) - [j113]Xiuyu Huang
, Kup-Sze Choi
, Nan Zhou
, Yuanpeng Zhang
, Badong Chen
, Witold Pedrycz
:
Shallow Inception Domain Adaptation Network for EEG-Based Motor Imagery Classification. IEEE Trans. Cogn. Dev. Syst. 16(2): 521-533 (2024) - [j112]Xiuyu Huang
, Kup-Sze Choi
, Shuang Liang
, Yuanpeng Zhang
, Yingkui Zhang
, Simon K. Poon
, Witold Pedrycz
:
Frequency Domain Channel-Wise Attack to CNN Classifiers in Motor Imagery Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 71(5): 1587-1598 (2024) - [j111]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) - [j110]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) - [j109]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) - [j108]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) - [j107]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) - [j106]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) - [j105]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) - [j104]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) - [j103]Shuang Liang
, Wenlong Hang
, Baiying Lei
, Jun Wang
, Jing Qin
, Kup-Sze Choi
, Yu Zhang
:
Adaptive Multimodel Knowledge Transfer Matrix Machine for EEG Classification. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7726-7739 (2024) - [j102]Youyi Song
, Jeremy Yuen-Chun Teoh, Kup-Sze Choi
, Jing Qin
:
Dynamic Loss Weighting for Multiorgan Segmentation in Medical Images. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10651-10662 (2024) - 2023
- [j101]Nan Zhou
, Yuanhua Du, Jun Liu
, Xiuyu Huang, Xiao Shen, Kup-Sze Choi:
Robust semi-supervised data representation and imputation by correntropy based constraint nonnegative matrix factorization. Appl. Intell. 53(10): 11599-11617 (2023) - [j100]Xiuyu Huang
, Nan Zhou, Jian Huang, Huaidong Zhang, Witold Pedrycz, Kup-Sze Choi:
Center transfer for supervised domain adaptation. Appl. Intell. 53(15): 18277-18293 (2023) - [j99]Zhongyu Wang, Zhaohong Deng, Wei Zhang, Qiongdan Lou, Kup-Sze Choi, Zhisheng Wei, Lei Wang, Jing Wu:
MMSMAPlus: a multi-view multi-scale multi-attention embedding model for protein function prediction. Briefings Bioinform. 24(4) (2023) - [j98]Qunzhuo Wu, Zhaohong Deng, Wei Zhang, Xiaoyong Pan
, Kup-Sze Choi, Yun Zuo
, Hong-Bin Shen, Dong-Jun Yu
:
MLNGCF: circRNA-disease associations prediction with multilayer attention neural graph-based collaborative filtering. Bioinform. 39(8) (2023) - [j97]Wenlong Hang
, Zengguang Li, Mingbo Yin, Shuang Liang, Hang Shen, Qiong Wang, Jing Qin
, Kup-Sze Choi:
Deep stacked least square support matrix machine with adaptive multi-layer transfer for EEG classification. Biomed. Signal Process. Control. 82: 104579 (2023) - [j96]Shuang Liang, Zengguang Li, Wenlong Hang
, Yuanpeng Zhang, Baiying Lei
, Jing Qin
, Yu Zhang, Kup-Sze Choi:
Structure invariance-driven collaborative contrastive network for EEG decoding. Biomed. Signal Process. Control. 86(Part B): 105214 (2023) - [j95]Jun Liu
, Nan Zhou, Kaiyu Qin, Badong Chen, Yonghong Wu, Kup-Sze Choi:
Distributed optimization for consensus performance of delayed fractional-order double-integrator multi-agent systems. Neurocomputing 522: 105-115 (2023) - [j94]Jun Liu
, Guobin Yang, Nan Zhou, Kaiyu Qin, Badong Chen, Yonghong Wu, Kup-Sze Choi:
Event-triggered consensus control based on maximum correntropy criterion for discrete-time multi-agent systems. Neurocomputing 545: 126323 (2023) - [j93]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) - [j92]Nan Zhou
, Hao Qin, Kup-Sze Choi, Yuanhua Du, Jun Liu
, Ping Li, Xiaoyan Huang, Kaibo Shi
, Yangyang Xu
:
Correntropy based model predictive controller with multi-constraints for robust path trajectory tracking of self-driving vehicle. J. Frankl. Inst. 360(10): 6929-6952 (2023) - [j91]Xiao Shen
, Shirui Pan, Kup-Sze Choi
, Xi Zhou
:
Domain-adaptive message passing graph neural network. Neural Networks 164: 439-454 (2023) - [j90]Xiao Shen
, Shirui Pan, Kup-Sze Choi, Xi Zhou:
Corrigendum to " Domain-adaptive Message Passing Graph Neural Network" [Neural Netw. 164 (2023) 439-454]. Neural Networks 168: 337-338 (2023) - [j89]Shan Xu
, Huaidong Zhang
, Xuemiao Xu
, Xiaowei Hu
, Yangyang Xu
, Liangui Dai, Kup-Sze Choi
, Pheng-Ann Heng
:
Representative Feature Alignment for Adaptive Object Detection. IEEE Trans. Circuits Syst. Video Technol. 33(2): 689-700 (2023) - [j88]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) - [j87]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) - [j86]Youyi Song
, Lequan Yu
, Baiying Lei
, Kup-Sze Choi
, Jing Qin
:
Data Discernment for Affordable Training in Medical Image Segmentation. IEEE Trans. Medical Imaging 42(5): 1431-1445 (2023) - [j85]Nan Zhou
, Kup-Sze Choi
, Badong Chen
, Yuanhua Du
, Jun Liu
, Yangyang Xu
:
Correntropy-Based Low-Rank Matrix Factorization With Constraint Graph Learning for Image Clustering. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10433-10446 (2023) - 2022
- [j84]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) - [j83]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) - [j82]Shuang Liang, Wenlong Hang, Mingbo Yin, Hang Shen, Qiong Wang, Jing Qin, Kup-Sze Choi, Yu Zhang:
Deep EEG feature learning via stacking common spatial pattern and support matrix machine. Biomed. Signal Process. Control. 74: 103531 (2022) - [j81]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) - [j80]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) - [j79]Guanjin Wang
, Kup-Sze Choi
, Jeremy Yuen-Chun Teoh, Jie Lu
:
Deep Cross-Output Knowledge Transfer Using Stacked-Structure Least-Squares Support Vector Machines. IEEE Trans. Cybern. 52(5): 3207-3220 (2022) - [j78]Guanjin Wang
, Ta Zhou
, Kup-Sze Choi
, Jie Lu
:
A Deep-Ensemble-Level-Based Interpretable Takagi-Sugeno-Kang Fuzzy Classifier for Imbalanced Data. IEEE Trans. Cybern. 52(5): 3805-3818 (2022) - [j77]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) - [j76]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) - [j75]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) - [j74]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) - [j73]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) - [j72]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) - [j71]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) - 2021
- [j70]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) - [j69]Hujin Xie
, Jialu Song, Bingbing Gao, Yongmin Zhong, Chengfan Gu, Kup-Sze Choi:
Finite-element kalman filter with state constraint for dynamic soft tissue modelling. Comput. Biol. Medicine 135: 104594 (2021) - [j68]Xinhe Zhu
, Bingbing Gao, Yongmin Zhong, Chengfan Gu, Kup-Sze Choi:
Extended Kalman filter based on stochastic epidemiological model for COVID-19 modelling. Comput. Biol. Medicine 137: 104810 (2021) - [j67]Hujin Xie
, Jialu Song, Yongmin Zhong, Jiankun Li
, Chengfan Gu, Kup-Sze Choi
:
Extended Kalman Filter Nonlinear Finite Element Method for Nonlinear Soft Tissue Deformation. Comput. Methods Programs Biomed. 200: 105828 (2021) - [j66]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) - [j65]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) - [j64]Xiao Shen
, Quanyu Dai
, Sitong Mao
, Fu-Lai Chung
, Kup-Sze Choi
:
Network Together: Node Classification via Cross-Network Deep Network Embedding. IEEE Trans. Neural Networks Learn. Syst. 32(5): 1935-1948 (2021) - 2020
- [j63]Wenlong Hang, Wei Feng, Shuang Liang, Qiong Wang, Xuejun Liu, Kup-Sze Choi
:
Deep stacked support matrix machine based representation learning for motor imagery EEG classification. Comput. Methods Programs Biomed. 193: 105466 (2020) - [j62]Guanjin Wang
, Guangquan Zhang, Kup-Sze Choi
, Kin-Man Lam, Jie Lu:
Output based transfer learning with least squares support vector machine and its application in bladder cancer prognosis. Neurocomputing 387: 279-292 (2020) - [j61]Guanjin Wang
, Jeremy Yuen-Chun Teoh
, Jie Lu, Kup-Sze Choi
:
Least squares support vector machines with fast leave-one-out AUC optimization on imbalanced prostate cancer data. Int. J. Mach. Learn. Cybern. 11(8): 1909-1922 (2020) - [j60]Guanjin Wang
, Jie Lu
, Kup-Sze Choi
, Guangquan Zhang
:
A Transfer-Based Additive LS-SVM Classifier for Handling Missing Data. IEEE Trans. Cybern. 50(2): 739-752 (2020) - 2019
- [j59]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) - [j58]Zhaohong Deng
, Jie Lu, Dongrui Wu
, Kup-Sze Choi
, Shiliang Sun
, Yusuke Nojima
:
Guest Editorial: Special Issue on New Advances in Deep-Transfer Learning. IEEE Trans. Emerg. Top. Comput. Intell. 3(5): 357-359 (2019) - [j57]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) - [j56]Youyi Song
, Lei Zhu
, Jing Qin
, Baiying Lei
, Bin Sheng
, Kup-Sze Choi
:
Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments. IEEE Trans. Medical Imaging 38(12): 2849-2862 (2019) - [j55]Guanjin Wang
, Guangquan Zhang
, Kup-Sze Choi
, Jie Lu
:
Deep Additive Least Squares Support Vector Machines for Classification With Model Transfer. IEEE Trans. Syst. Man Cybern. Syst. 49(7): 1527-1540 (2019) - 2018
- [j54]Lei Zhu, Weiming Wang
, Xiaomeng Li
, Qiong Wang
, Jing Qin
, Kin Hong Wong, Kup-Sze Choi
, Chi-Wing Fu
, Pheng-Ann Heng
:
Feature-preserving ultrasound speckle reduction via L0 minimization. Neurocomputing 294: 48-60 (2018) - [j53]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) - [j52]Guanjin Wang
, Zhaohong Deng
, Kup-Sze Choi
:
Tackling Missing Data in Community Health Studies Using Additive LS-SVM Classifier. IEEE J. Biomed. Health Informatics 22(2): 579-587 (2018) - 2017
- [j51]Wenlong Hang, Kup-Sze Choi
, Shitong Wang
, Pengjiang Qian
:
Semi-supervised learning using hidden feature augmentation. Appl. Soft Comput. 59: 448-461 (2017) - [j50]Guanjin Wang
, Zhaohong Deng, Kup-Sze Choi
:
Detection of epilepsy with Electroencephalogram using rule-based classifiers. Neurocomputing 228: 283-290 (2017) - [j49]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) - [j48]Lei Zhu, Weiming Wang
, Jing Qin
, Kin Hong Wong, Kup-Sze Choi
, Pheng-Ann Heng
:
Fast feature-preserving speckle reduction for ultrasound images via phase congruency. Signal Process. 134: 275-284 (2017) - [j47]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) - 2016
- [j46]Shuang Liang, Kup-Sze Choi
, Jing Qin
, Wai-Man Pang, Pheng-Ann Heng
:
Enhancing training performance for brain-computer interface with object-directed 3D visual guidance. Int. J. Comput. Assist. Radiol. Surg. 11(11): 2129-2137 (2016) - [j45]Shuang Liang, Kup-Sze Choi
, Jing Qin
, Wai-Man Pang, Qiong Wang, Pheng-Ann Heng
:
Improving the discrimination of hand motor imagery via virtual reality based visual guidance. Comput. Methods Programs Biomed. 132: 63-74 (2016) - [j44]Geoffrey Poon, Kin Chung Kwan, Wai-Man Pang, Kup-Sze Choi
:
Towards Using Tiny Sensors with Heat Balancing Criteria for Child Care Reminders. Int. J. Semantic Comput. 10(3): 365-378 (2016) - [j43]Zhaohong Deng, Kup-Sze Choi
, Yizhang Jiang, Jun Wang
, Shitong Wang:
A survey on soft subspace clustering. Inf. Sci. 348: 84-106 (2016) - [j42]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) - [j41]Guanjin Wang
, Kup-Sze Choi
, Zhaohong Deng:
Noise-benefit FRSDE for speedup of density estimation on large data. J. Intell. Fuzzy Syst. 30(1): 443-450 (2016) - [j40]Wai-Man Pang, Kup-Sze Choi
, Jing Qin
:
Fast Gabor texture feature extraction with separable filters using GPU. J. Real Time Image Process. 12(1): 5-13 (2016) - [j39]Xuejian He, Kup-Sze Choi
:
Safety control for impedance haptic interfaces. Multim. Tools Appl. 75(23): 15795-15819 (2016) - [j38]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) - [j37]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) - [j36]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) - [j35]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) - [j34]Kup-Sze Choi
, Xuejian He, Vico Chung-Lim Chiang
, Zhaohong Deng, Jing Qin
:
A Heuristic Force Model for Haptic Simulation of Nasogastric Tube Insertion Using Fuzzy Logic. IEEE Trans. Haptics 9(3): 295-310 (2016) - 2015
- [j33]Kup-Sze Choi
, Xuejian He, Vico Chung-Lim Chiang
, Zhaohong Deng:
A virtual reality based simulator for learning nasogastric tube placement. Comput. Biol. Medicine 57: 103-115 (2015) - [j32]Guanjin Wang
, Kin-Man Lam, Zhaohong Deng, Kup-Sze Choi
:
Prediction of mortality after radical cystectomy for bladder cancer by machine learning techniques. Comput. Biol. Medicine 63: 124-132 (2015) - [j31]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) - [j30]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) - [j29]Xuejian He, Kup-Sze Choi
:
Using analytical force model for efficient deformation simulation and haptic rendering of soft objects. Multim. Tools Appl. 74(6): 1823-1844 (2015) - [j28]Wenjun Hu, Kup-Sze Choi
, Peiliang Wang, Yunliang Jiang, Shitong Wang:
Convex nonnegative matrix factorization with manifold regularization. Neural Networks 63: 94-103 (2015) - 2014
- [j27]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) - [j26]Zhancheng Zhang, Jun Dong, Xiaoqing Luo, Kup-Sze Choi
, Xiaojun Wu:
Heartbeat classification using disease-specific feature selection. Comput. Biol. Medicine 46: 79-89 (2014) - [j25]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) - [j24]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) - 2013
- [j23]Ken Ka-Yin Lee, Wai-Choi Tang, Kup-Sze Choi
:
Alternatives to relational database: Comparison of NoSQL and XML approaches for clinical data storage. Comput. Methods Programs Biomed. 110(1): 99-109 (2013) - [j22]Jing Qin, Kup-Sze Choi, Renheng Xu, Wai-Man Pang, Pheng-Ann Heng:
Effect of Packet Loss on Collaborative Haptic Interactions in Networked Virtual Environments: An Experimental Study. Presence Teleoperators Virtual Environ. 22(1): 36-53 (2013) - [j21]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) - [j20]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) - 2012
- [j19]Wai-Man Pang, Jing Qin
, Michael Cohen
, Pheng-Ann Heng
, Kup-Sze Choi
:
Fast Rendering of Diffusion Curves with Triangles. IEEE Computer Graphics and Applications 32(4): 68-78 (2012) - [j18]Kup-Sze Choi
, Leon Sze-Ho Chan, Wai-Man Pang:
Virtual Suturing Simulation Based on Commodity Physics Engine for Medical Learning. J. Medical Syst. 36(3): 1781-1793 (2012) - [j17]Zhancheng Zhang
, Kup-Sze Choi
, Xiaoqing Luo, Shitong Wang:
Generalized locality preserving Maxi-Min Margin Machine. Neural Networks 36: 18-24 (2012) - 2011
- [j16]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) - [j15]Kup-Sze Choi
, Leon Sze-Ho Chan, Jing Qin
, Wai-Man Pang:
Haptic Rendering in Interactive Applications Developed with Commodity Physics Engine. J. Multim. 6(2): 147-155 (2011) - [j14]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) - 2010
- [j13]Wai-Chi Lau, Kup-Sze Choi
, Wai-Yee Chung:
A Virtual Psychiatric Ward for Orientating Patients Admitted for the First Time. Cyberpsychology Behav. Soc. Netw. 13(6): 637-648 (2010) - [j12]Jing Qin
, Yim-Pan Chui, Wai-Man Pang, Kup-Sze Choi
, Pheng-Ann Heng
:
Learning Blood Management in Orthopedic Surgery through Gameplay. IEEE Computer Graphics and Applications 30(2): 45-57 (2010) - [j11]Jing Qin, Kup-Sze Choi, Wai-Man Pang, Zhang Yi, Pheng-Ann Heng:
Collaborative Virtual Surgery: Techniques, Applications and Challenges. Int. J. Virtual Real. 9(3): 1-7 (2010) - [j10]Jing Qin
, Kup-Sze Choi
, Pheng-Ann Heng
:
Collaborative Simulation of Soft-Tissue Deformation for Virtual Surgery Applications. J. Medical Syst. 34(3): 367-378 (2010) - [j9]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) - [j8]Kup-Sze Choi
:
A Virtual Reality Simulator Prototype for Learning and Assessing Phaco-sculpting Skills. Trans. Edutainment 4: 145-156 (2010) - 2009
- [j7]Kup-Sze Choi
, Sophia Soo, Fu-Lai Chung
:
A virtual training simulator for learning cataract surgery with phacoemulsification. Comput. Biol. Medicine 39(11): 1020-1031 (2009) - [j6]Jing Qin
, Kup-Sze Choi
, Wai-Sang Poon, Pheng-Ann Heng
:
A framework using cluster-based hybrid network architecture for collaborative virtual surgery. Comput. Methods Programs Biomed. 96(3): 205-216 (2009) - 2008
- [j5]Wei Lu, Fu-Lai Chung
, Hongtao Lu, Kup-Sze Choi
:
Detecting fake images using watermarks and support vector machines. Comput. Stand. Interfaces 30(3): 132-136 (2008) - 2006
- [j4]Kup-Sze Choi
:
Interactive cutting of deformable objects using force propagation approach and digital design analogy. Comput. Graph. 30(2): 233-243 (2006) - 2004
- [j3]Kup-Sze Choi
, Hanqiu Sun, Pheng-Ann Heng
:
An efficient and scalable deformable model for virtual reality-based medical applications. Artif. Intell. Medicine 32(1): 51-69 (2004) - [j2]Kup-Sze Choi
, Hanqiu Sun, Pheng-Ann Heng
, Jun Zou:
Deformable simulation using force propagation model with finite element optimization. Comput. Graph. 28(4): 559-568 (2004) - 2003
- [j1]Kup-Sze Choi
, Hanqiu Sun, Pheng-Ann Heng
:
Interactive deformation of soft tissues with haptic feedback for medical learning. IEEE Trans. Inf. Technol. Biomed. 7(4): 358-363 (2003)
Conference and Workshop Papers
- 2023
- [c40]Stephen Wai Hang Kwok, Christine Sipka, Aled Matthews, Carol Pontes Lara, Guanjin Wang, Kup-Sze Choi:
Predicting Dementia Risk for Elderly Community Dwellers in Primary Care Services Using Subgroup-specific Prediction Models. EMBC 2023: 1-4 - [c39]Wenlong Hang, Jiaxing Li, Shuang Liang, Yuan Wu, Baiying Lei, Jing Qin, Yu Zhang, Kup-Sze Choi:
FedEEG: Federated EEG Decoding Via inter-Subject Structure Matching. ICASSP 2023: 1-5 - 2022
- [c38]Xiuyu Huang, Nan Zhou, Kup-Sze Choi:
A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract). AAAI 2022: 12971-12972 - [c37]Wenlong Hang, Yecheng Huang, Shuang Liang, Baiying Lei
, Kup-Sze Choi, Jing Qin:
Reliability-Aware Contrastive Self-ensembling for Semi-supervised Medical Image Classification. MICCAI (1) 2022: 754-763 - [c36]Jing Zou, Lihao Liu, Youyi Song, Kup-Sze Choi, Jing Qin:
Deformable Lung CT Registration by Decomposing Large Deformation. WBIR 2022: 185-189 - 2021
- [c35]Chao Ye, Huaidong Zhang, Xuemiao Xu, Weiwei Cai, Jing Qin, Kup-Sze Choi:
Object Detection in Densely Packed Scenes via Semi-Supervised Learning with Dual Consistency. IJCAI 2021: 1245-1251 - [c34]Youyi Song, Lequan Yu
, Baiying Lei, Kup-Sze Choi, Jing Qin
:
Selective Learning from External Data for CT Image Segmentation. MICCAI (1) 2021: 420-430 - 2020
- [c33]Xiao Shen
, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi:
Adversarial Deep Network Embedding for Cross-Network Node Classification. AAAI 2020: 2991-2999 - [c32]Youyi Song, Zhen Yu, Teng Zhou
, Jeremy Yuen-Chun Teoh
, Baiying Lei, Kup-Sze Choi
, Jing Qin
:
CNN in CT Image Segmentation: Beyond Loss Function for Exploiting Ground Truth Images. ISBI 2020: 325-328 - [c31]Youyi Song, Zhen Yu, Teng Zhou
, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi
, Jing Qin
:
Learning 3D Features with 2D CNNs via Surface Projection for CT Volume Segmentation. MICCAI (4) 2020: 176-186 - [c30]Wenlong Hang, Wei Feng, Shuang Liang, Lequan Yu, Qiong Wang, Kup-Sze Choi
, Jing Qin
:
Local and Global Structure-Aware Entropy Regularized Mean Teacher Model for 3D Left Atrium Segmentation. MICCAI (1) 2020: 562-571 - [c29]Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin
, Kup-Sze Choi
:
Shape Mask Generator: Learning to Refine Shape Priors for Segmenting Overlapping Cervical Cytoplasms. MICCAI (4) 2020: 639-649 - 2019
- [c28]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 - [c27]Youyi Song, Jing Qin
, Baiying Lei, Shengfeng He
, Kup-Sze Choi
:
JOint Shape Matching for Overlapping Cytoplasm Segmentation in Cervical Smear Images. ISBI 2019: 191-194 - [c26]Qiongdan Lou, Zhaohong Deng, Guanjin Wang
, Kup-Sze Choi
:
Reliability Learning for Interval Type-2 TSK Fuzzy Logic System with its Application to Medical Diagnosis. ISKE 2019: 43-50 - [c25]Jiani Wang
, Chunyan Zhang, Yanrui Jia, Chenxi Shi, Kup-Sze Thomas Choi
, Qian Xiao:
Development of a Virtual Reality System for Early Mobilization of Critically Ill Patients. MedInfo 2019: 1805-1806 - [c24]Kup-Sze Choi
:
Virtual Reality Wound Care Training for Clinical Nursing Education: An Initial User Study. VR 2019: 882-883 - 2018
- [c23]Youyi Song, Jing Qin, Baiying Lei, Kup-Sze Choi:
Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments. AAAI 2018: 168-175 - [c22]Guanjin Wang
, Jeremy Yuen-Chun Teoh, Kup-Sze Choi
:
Diagnosis of prostate cancer in a Chinese population by using machine learning methods. EMBC 2018: 1-4 - [c21]Qian Xiao, Jiani Wang, Vico Chung-Lim Chiang
, Kup-Sze Thomas Choi
, Yanling Wang, Liu Sun, Ying Wu:
Effectiveness of mHealth Interventions for Asthma Self-Management: A Systematic Review and Meta-Analysis. Nursing Informatics 2018: 144-145 - 2017
- [c20]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 - [c19]Wenjun Hu, Xinmin Cheng, Yunliang Jiang, Kup-Sze Choi
, Jungang Lou
:
Locality Preserving Projections with Adaptive Neighborhood Size. ICIC (1) 2017: 223-234 - [c18]Yang Liu, Kup-Sze Choi
:
Using Machine Learning to Diagnose Bacterial Sepsis in the Critically Ill Patients. ICSH 2017: 223-233 - [c17]Guanjin Wang
, Guangquan Zhang, Kup-Sze Choi
, Kin-Man Lam, Jie Lu:
An output-based knowledge transfer approach and its application in bladder cancer prediction. IJCNN 2017: 356-363 - [c16]Xiaolu Liu, Shuang Liang, Wenlong Hang, Baiying Lei, Qiong Wang, Jing Qin
, Kup-Sze Choi
:
Performance Evaluation of Walking Imagery Training Based on Virtual Environment in Brain-Computer Interfaces. ISM 2017: 25-30 - [c15]Jinta Zheng, Jing Qin
, Kup-Sze Choi
:
Towards Interactive and Realistic Rendering of 3D Fetal Ultrasound via Photon Mapping. ISM 2017: 444-449 - [c14]Kup-Sze Choi
, Shuang Liang:
Enhancing the Performance of Brain-Computer Interface with Haptics. ISM 2017: 450-452 - [c13]Kup-Sze Choi
:
Virtual Reality in Nursing: Nasogastric Tube Placement Training Simulator. MedInfo 2017: 1298 - 2016
- [c12]Geoffrey Poon, Kin Chung Kwan, Wai-Man Pang, Kup-Sze Choi
:
Towards Using Tiny Multi-sensors Unit for Child Care Reminders. BigMM 2016: 372-376 - [c11]Wing-Yan Chan, Kup-Sze Thomas Choi
, Vico Chung-Lim Chiang
, Shek-Kei Clement Cheung
, Lai-Han Ellen Tong, Ngai-Tseung Cheung:
Evaluation of an Allergy Documentation System Adopted by Hong Kong's Private Hospitals - A Pilot Study. Nursing Informatics 2016: 808-809 - [c10]Kup-Sze Choi
, Shu-Ting Chan, Ho-Man Colman Leung, Yim-Pan Chui:
Stereoscopic Three-Dimensional Visualization for Immersive and Intuitive Anatomy Learning. T4E 2016: 184-187 - 2015
- [c9]Guanjin Wang
, Zhaohong Deng, Kup-Sze Choi
:
Detection of Epileptic Seizures in EEG Signals with Rule-Based Interpretation by Random Forest Approach. ICIC (3) 2015: 738-744 - 2014
- [c8]Shuang Liang, Kup-Sze Choi
, Jing Qin
, Wai-Man Pang, Pheng-Ann Heng
:
Effective user training for motor imagery based brain computer interface with object-directed 3D visual display. BMEI 2014: 297-301 - [c7]Kup-Sze Choi
, King-Hung Lo:
A Virtual Reality Training System for Helping Disabled Children to Acquire Skills in Activities of Daily Living. ICCHP (2) 2014: 244-251 - [c6]Kin-Man Lam, Xuejian He, Kup-Sze Choi
:
Using artificial neural network to predict mortality of radical cystectomy for bladder cancer. SMARTCOMP 2014: 201-207 - 2013
- [c5]Kup-Sze Choi
, Rebecca K. P. Wai, Esther Y. T. Kwok:
Healthcare Information System: A Facilitator of Primary Care for Underprivileged Elderly via Mobile Clinic. ICSH 2013: 107-112 - 2010
- [c4]Kup-Sze Choi
, Chum-Ming Chow, King-Hung Lo:
A Rehabilitation Method with Visual and Haptic Guidance for Children with Upper Extremity Disability. ICCHP (2) 2010: 77-84 - 2008
- [c3]Jing Qin, Kup-Sze Choi, Simon S. M. Ho, Pheng-Ann Heng:
An Adaptive Transmission Protocol for Managing Dynamic Shared States in Collaborative Surgical Simulation. MMVR 2008: 387-389 - 2007
- [c2]Jing Qin, Pheng-Ann Heng, Kup-Sze Choi, Simon S. M. Ho:
An Adaptive Framework Using Cluster-Based Hybrid Architecture for Enhancing Collaboration in Surgical Simulation. MMVR 2007: 367-372 - 2002
- [c1]Kup-Sze Choi
, Hanqiu Sun, Pheng-Ann Heng
, Jack Chun Yiu Cheng
:
A scalable force propagation approach for web-baseddeformable simulation of soft tissues. Web3D 2002: 185-193
Informal and Other Publications
- 2023
- [i20]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) - [i19]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) - [i18]Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou:
Domain-adaptive Message Passing Graph Neural Network. CoRR abs/2308.16470 (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
- [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
- [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
- [i11]Xiao Shen, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi:
Adversarial Deep Network Embedding for Cross-network Node Classification. CoRR abs/2002.07366 (2020) - [i10]Youyi Song, Zhen Yu, Teng Zhou
, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin:
CNN in CT Image Segmentation: Beyound Loss Function for Expoliting Ground Truth Images. CoRR abs/2004.03882 (2020) - [i9]Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi:
Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation. CoRR abs/2004.03892 (2020) - 2019
- [i8]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) - [i7]Peng Xu, Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang:
Joint Information Preservation for Heterogeneous Domain Adaptation. CoRR abs/1905.08924 (2019) - [i6]Xiang Ma, Zhaohong Deng, Peng Xu, Kup-Sze Choi, Shitong Wang:
Deep Image Feature Learning with Fuzzy Rules. CoRR abs/1905.10575 (2019) - [i5]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) - [i4]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) - [i3]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) - 2014
- [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)
Coauthor Index
aka: Baiying Lei
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