Kup-Sze Choi

192 papers A* 6B 3C 3Misc 2Journal 154Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhanced One-Step Incomplete Multiview Fuzzy Clustering With Dual Representation Learning.
IEEE Trans. Fuzzy Syst.
Wei Zhang, Zhaohong Deng, Weiping Ding, Jun Zhou, Te Zhang, Kup-Sze Choi, Shitong Wang
2026 J jnl
Fuzzy Rule-Based Differentiable Representation Learning.
IEEE Trans. Neural Networks Learn. Syst.
Wei Zhang, Zhaohong Deng, Guanjin Wang, Kup-Sze Choi
2026 J jnl
GFS-Edge: Graph Fuzzy System for Edge Prediction.
IEEE Trans. Fuzzy Syst.
Fuping Hu, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2026 J jnl
Generative Fuzzy System for Sequence-to-Sequence Learning via Rule-Based Inference.
IEEE Trans. Neural Networks Learn. Syst.
Hailong Yang, Zhaohong Deng, Wei Zhang, Zhuangzhuang Zhao, Guanjin Wang, Kup-Sze Choi
2025 J jnl
DRIMV_TSK: An Interpretable Surgical Evaluation Model for Incomplete Multi-View Rectal Cancer Data.
CoRR
Wei Zhang, Zi Wang, Hanwen Zhou, Zhaohong Deng, Weiping Ding, Yuxi Ge, Te Zhang, Yuanpeng Zhang, Kup-Sze Choi, Shitong Wang, Shudong Hu
2025 J jnl
Diffusion Fuzzy System: Fuzzy Rule Guided Latent Multi-Path Diffusion Modeling.
CoRR
Hailong Yang, Te Zhang, Kup-Sze Choi, Zhaohong Deng
2025 J jnl
Dual representation learning for one-step clustering of multi-view data.
Artif. Intell. Rev.
Wei Zhang, Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang
2025 J jnl
Extended Kalman filter-based maximum likelihood estimation for dynamic soft tissue characterisation.
Eng. Appl. Artif. Intell.
Xinhe Zhu, Jiankun Li, Yongmin Zhong, Chengfan Gu, Kup-Sze Choi
2025 J jnl
From Local to Global: A Progressive Collaborative Learning Framework for Multitask TSK Fuzzy System Modeling.
IEEE Trans. Fuzzy Syst.
Zhuangzhuang Zhao, Zhaohong Deng, Chenxi Luo, Kup-Sze Choi, Shitong Wang, Yuxi Ge, Shudong Hu
2025 J jnl
Fuzzy Rule-based Differentiable Representation Learning.
CoRR
Wei Zhang, Zhaohong Deng, Guanjin Wang, Kup-Sze Choi
2025 J jnl
Robust Federated Fuzzy C-Means Algorithm in Heterogeneous Scenarios.
IEEE Trans. Fuzzy Syst.
Qixian Zhang, Zhaohong Deng, Wei Zhang, Zhuangzhuang Zhao, Zhiyong Xiao, Kup-Sze Choi, Guanjin Wang, Yuxi Ge, Shudong Hu
2025 J jnl
SEFP: Structure-Based Enzyme Function Prediction.
IEEE Trans. Comput. Biol. Bioinform.
Ziqi Zhang, Guanqing Yu, Zhaohong Deng, Chenxi Luo, Cheng Cai, Wei Zhang, Fuping Hu, Kup-Sze Choi, Zhisheng Wei, Lei Wang, Jing Wu
2024 J jnl
A Robust Multilabel Method Integrating Rule-Based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance.
IEEE Trans. Emerg. Top. Comput. Intell.
Qiongdan Lou, Zhaohong Deng, Qingbing Sang, Zhiyong Xiao, Kup-Sze Choi, Shitong Wang
2024 J jnl
A two-view deep interpretable TSK fuzzy classifier under mutually teachable classification criterion.
Inf. Sci.
Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang
2024 J jnl
Adaptive Multimodel Knowledge Transfer Matrix Machine for EEG Classification.
IEEE Trans. Neural Networks Learn. Syst.
Shuang Liang, Wenlong Hang, Baiying Lei, Jun Wang, Jing Qin, Kup-Sze Choi, Yu Zhang
2024 J jnl
Cell classification with worse-case boosting for intelligent cervical cancer screening.
Medical Image Anal.
Youyi Song, Jing Zou, Kup-Sze Choi, Baiying Lei, Jing Qin
2024 J jnl
Deep Image Feature Learning With Fuzzy Rules.
IEEE Trans. Emerg. Top. Comput. Intell.
Xiang Ma, Liangzhe Chen, Zhaohong Deng, Peng Xu, Qisheng Yan, Kup-Sze Choi, Shitong Wang
2024 J jnl
Dual separated attention-based graph neural network.
Neurocomputing
Xiao Shen, Kup-Sze Choi, Xi Zhou
2024 J jnl
Dynamic Loss Weighting for Multiorgan Segmentation in Medical Images.
IEEE Trans. Neural Networks Learn. Syst.
Youyi Song, Jeremy Yuen-Chun Teoh, Kup-Sze Choi, Jing Qin
2024 J jnl
End-to-End Multiview Fuzzy Clustering With Double Representation Learning and Visible-Hidden View Cooperation.
IEEE Trans. Fuzzy Syst.
Hongtan Yang, Zhaohong Deng, Wei Zhang, Qunzhuo Wu, Kup-Sze Choi, Shitong Wang
2024 J jnl
Frequency Domain Channel-Wise Attack to CNN Classifiers in Motor Imagery Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng.
Xiuyu Huang, Kup-Sze Choi, Shuang Liang, Yuanpeng Zhang, Yingkui Zhang, Simon K. Poon, Witold Pedrycz
2024 J jnl
GFS-Node: Graph Fuzzy Systems for Node Prediction.
IEEE Trans. Fuzzy Syst.
Fuping Hu, Zhaohong Deng, Zhenping Xie, Te Zhang, Kup-Sze Choi, Fan Zhang, Shitong Wang
2024 J jnl
Generative Fuzzy System for Sequence Generation.
CoRR
Hailong Yang, Zhaohong Deng, Wei Zhang, Zhuangzhuang Zhao, Guanjin Wang, Kup-Sze Choi
2024 J jnl
Graph Fuzzy System for the Whole Graph Prediction: Concepts, Models, and Algorithms.
IEEE Trans. Fuzzy Syst.
Fuping Hu, Zhaohong Deng, Guanjin Wang, Zhenping Xie, Kup-Sze Choi, Shitong Wang
2024 J jnl
HGLA: Biomolecular Interaction Prediction Based on Mixed High-Order Graph Convolution With Filter Network via LSTM and Channel Attention.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zhen Zhang, Zhaohong Deng, Ruibo Li, Wei Zhang, Qiongdan Lou, Kup-Sze Choi, Shitong Wang
2024 J jnl
MINDG: a drug-target interaction prediction method based on an integrated learning algorithm.
Bioinform.
Hailong Yang, Yue Chen, Yun Zuo, Zhaohong Deng, Xiaoyong Pan, Hong-Bin Shen, Kup-Sze Choi, Dong-Jun Yu
2024 J jnl
MVDINET: A Novel Multi-Level Enzyme Function Predictor With Multi-View Deep Interactive Learning.
IEEE ACM Trans. Comput. Biol. Bioinform.
Wenliang Tang, Zhaohong Deng, Hanwen Zhou, Wei Zhang, Fuping Hu, Kup-Sze Choi, Shitong Wang
2024 J jnl
Multi-View Fuzzy Representation Learning With Rules Based Model.
IEEE Trans. Knowl. Data Eng.
Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Shitong Wang
2024 J jnl
Multiview Transfer Representation Learning With TSK Fuzzy System for EEG Epilepsy Detection.
IEEE Trans. Fuzzy Syst.
Andong Li, Zhaohong Deng, Wei Zhang, Zhiyong Xiao, Kup-Sze Choi, Yueying Liu, Shudong Hu, Shitong Wang
2024 J jnl
One-Step Multiview Fuzzy Clustering With Collaborative Learning Between Common and Specific Hidden Space Information.
IEEE Trans. Neural Networks Learn. Syst.
Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Shitong Wang
2024 J jnl
Rules-Based Heterogeneous Feature Transfer Learning Using Fuzzy Inference.
IEEE Trans. Fuzzy Syst.
Qiongdan Lou, Wu Sun, Wei Zhang, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2024 J jnl
Shallow Inception Domain Adaptation Network for EEG-Based Motor Imagery Classification.
IEEE Trans. Cogn. Dev. Syst.
Xiuyu Huang, Kup-Sze Choi, Nan Zhou, Yuanpeng Zhang, Badong Chen, Witold Pedrycz
2024 J jnl
Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels.
Inf. Fusion
Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Xiuyu Huang, Saikit Lam, Jiabao Sheng, Kup-Sze Choi, Jing Cai, Weiping Ding
2023 J jnl
A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance.
CoRR
Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2023 J jnl
Center transfer for supervised domain adaptation.
Appl. Intell.
Xiuyu Huang, Nan Zhou, Jian Huang, Huaidong Zhang, Witold Pedrycz, Kup-Sze Choi
2023 J jnl
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion.
CoRR
Yuanyuan Wang, Zhaohong Deng, Qiongdan Lou, Shudong Hu, Kup-Sze Choi, Shitong Wang
2023 J jnl
Correntropy based model predictive controller with multi-constraints for robust path trajectory tracking of self-driving vehicle.
J. Frankl. Inst.
Nan Zhou, Hao Qin, Kup-Sze Choi, Yuanhua Du, Jun Liu, Ping Li, Xiaoyan Huang, Kaibo Shi, Yangyang Xu
2023 J jnl
Correntropy-Based Low-Rank Matrix Factorization With Constraint Graph Learning for Image Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Nan Zhou, Kup-Sze Choi, Badong Chen, Yuanhua Du, Jun Liu, Yangyang Xu
2023 J jnl
Corrigendum to " Domain-adaptive Message Passing Graph Neural Network" [Neural Netw. 164 (2023) 439-454].
Neural Networks
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
2023 J jnl
Data Discernment for Affordable Training in Medical Image Segmentation.
IEEE Trans. Medical Imaging
Youyi Song, Lequan Yu, Baiying Lei, Kup-Sze Choi, Jing Qin
2023 J jnl
Deep stacked least square support matrix machine with adaptive multi-layer transfer for EEG classification.
Biomed. Signal Process. Control.
Wenlong Hang, Zengguang Li, Mingbo Yin, Shuang Liang, Hang Shen, Qiong Wang, Jing Qin, Kup-Sze Choi
2023 J jnl
Distributed optimization for consensus performance of delayed fractional-order double-integrator multi-agent systems.
Neurocomputing
Jun Liu, Nan Zhou, Kaiyu Qin, Badong Chen, Yonghong Wu, Kup-Sze Choi
2023 J jnl
Domain-adaptive Message Passing Graph Neural Network.
CoRR
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
2023 J jnl
Domain-adaptive message passing graph neural network.
Neural Networks
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
2023 J jnl
End-to-End Incomplete Multiview Fuzzy Clustering With Adaptive Missing View Imputation and Cooperative Learning.
IEEE Trans. Fuzzy Syst.
Wei Zhang, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2023 J jnl
Event-triggered consensus control based on maximum correntropy criterion for discrete-time multi-agent systems.
Neurocomputing
Jun Liu, Guobin Yang, Nan Zhou, Kaiyu Qin, Badong Chen, Yonghong Wu, Kup-Sze Choi
2023 Misc conf
FedEEG: Federated EEG Decoding Via inter-Subject Structure Matching.
ICASSP
Wenlong Hang, Jiaxing Li, Shuang Liang, Yuan Wu, Baiying Lei, Jing Qin, Yu Zhang, Kup-Sze Choi
2023 J jnl
MLNGCF: circRNA-disease associations prediction with multilayer attention neural graph-based collaborative filtering.
Bioinform.
Qunzhuo Wu, Zhaohong Deng, Wei Zhang, Xiaoyong Pan, Kup-Sze Choi, Yun Zuo, Hong-Bin Shen, Dong-Jun Yu
2023 J jnl
MMSMAPlus: a multi-view multi-scale multi-attention embedding model for protein function prediction.
Briefings Bioinform.
Zhongyu Wang, Zhaohong Deng, Wei Zhang, Qiongdan Lou, Kup-Sze Choi, Zhisheng Wei, Lei Wang, Jing Wu
2023 J jnl
Multi-Label Takagi-Sugeno-Kang Fuzzy System.
CoRR
Qiongdan Lou, Zhaohong Deng, Zhiyong Xiao, Kup-Sze Choi, Shitong Wang
2023 J jnl
Multi-view Fuzzy Representation Learning with Rules based Model.
CoRR
Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Shitong Wang
2023 — conf
Predicting Dementia Risk for Elderly Community Dwellers in Primary Care Services Using Subgroup-specific Prediction Models.
EMBC
Stephen Wai Hang Kwok, Christine Sipka, Aled Matthews, Carol Pontes Lara, Guanjin Wang, Kup-Sze Choi
2023 J jnl
Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage.
IEEE Trans. Emerg. Top. Comput. Intell.
Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang
2023 J jnl
Representative Feature Alignment for Adaptive Object Detection.
IEEE Trans. Circuits Syst. Video Technol.
Shan Xu, Huaidong Zhang, Xuemiao Xu, Xiaowei Hu, Yangyang Xu, Liangui Dai, Kup-Sze Choi, Pheng-Ann Heng
2023 J jnl
Robust semi-supervised data representation and imputation by correntropy based constraint nonnegative matrix factorization.
Appl. Intell.
Nan Zhou, Yuanhua Du, Jun Liu, Xiuyu Huang, Xiao Shen, Kup-Sze Choi
2023 J jnl
Structure invariance-driven collaborative contrastive network for EEG decoding.
Biomed. Signal Process. Control.
Shuang Liang, Zengguang Li, Wenlong Hang, Yuanpeng Zhang, Baiying Lei, Jing Qin, Yu Zhang, Kup-Sze Choi
2023 J jnl
Takagi-Sugeno-Kang Fuzzy System Towards Label-scarce Incomplete Multi-View Data Classification.
Inf. Sci.
Wei Zhang, Zhaohong Deng, Qiongdan Lou, Te Zhang, Kup-Sze Choi, Shitong Wang
2022 J jnl
A Deep-Ensemble-Level-Based Interpretable Takagi-Sugeno-Kang Fuzzy Classifier for Imbalanced Data.
IEEE Trans. Cybern.
Guanjin Wang, Ta Zhou, Kup-Sze Choi, Jie Lu
2022 A* conf
A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract).
AAAI
Xiuyu Huang, Nan Zhou, Kup-Sze Choi
2022 J jnl
Deep Cross-Output Knowledge Transfer Using Stacked-Structure Least-Squares Support Vector Machines.
IEEE Trans. Cybern.
Guanjin Wang, Kup-Sze Choi, Jeremy Yuen-Chun Teoh, Jie Lu
2022 J jnl
Deep EEG feature learning via stacking common spatial pattern and support matrix machine.
Biomed. Signal Process. Control.
Shuang Liang, Wenlong Hang, Mingbo Yin, Hang Shen, Qiong Wang, Jing Qin, Kup-Sze Choi, Yu Zhang
2022 — conf
Deformable Lung CT Registration by Decomposing Large Deformation.
WBIR
Jing Zou, Lihao Liu, Youyi Song, Kup-Sze Choi, Jing Qin
2022 J jnl
Double-coupling learning for multi-task data stream classification.
Inf. Sci.
Yingzhong Shi, Andong Li, Zhaohong Deng, Qisheng Yan, Qiongdan Lou, Haoran Chen, Kup-Sze Choi, Shitong Wang
2022 J jnl
Dual Representation Learning for One-Step Clustering of Multi-View Data.
CoRR
Wei Zhang, Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang
2022 J jnl
Enhanced Multiview Fuzzy Clustering Using Double Visible-Hidden View Cooperation and Network LASSO Constraint.
IEEE Trans. Fuzzy Syst.
Zhaohong Deng, Ling Liang, Hongtan Yang, Wei Zhang, Qiongdan Lou, Kup-Sze Choi, Te Zhang, Jin Zhou, Shitong Wang
2022 J jnl
Graph Fuzzy System: Concepts, Models and Algorithms.
CoRR
Fuping Hu, Zhaohong Deng, Zhenping Xie, Kup-Sze Choi, Shitong Wang
2022 J jnl
Incomplete Multiple View Fuzzy Inference System With Missing View Imputation and Cooperative Learning.
IEEE Trans. Fuzzy Syst.
Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Jun Wang, Shitong Wang
2022 J jnl
MDGF-MCEC: a multi-view dual attention embedding model with cooperative ensemble learning for CircRNA-disease association prediction.
Briefings Bioinform.
Qunzhuo Wu, Zhaohong Deng, Xiaoyong Pan, Hong-Bin Shen, Kup-Sze Choi, Shitong Wang, Jing Wu, Dong-Jun Yu
2022 J jnl
Manifold-Regularized Multitask Fuzzy System Modeling With Low-Rank and Sparse Structures in Consequent Parameters.
IEEE Trans. Fuzzy Syst.
Jun Wang, Zhuangzhuang Zhao, Zhaohong Deng, Kup-Sze Choi, Lejun Gong, Jun Shi, Shitong Wang
2022 J jnl
Monotonic relation-constrained Takagi-Sugeno-Kang fuzzy system.
Inf. Sci.
Zhaohong Deng, Ya Cao, Qiongdan Lou, Kup-Sze Choi, Shitong Wang
2022 J jnl
Multi-View Clustering With the Cooperation of Visible and Hidden Views.
IEEE Trans. Knowl. Data Eng.
Zhaohong Deng, Ruixiu Liu, Peng Xu, Kup-Sze Choi, Wei Zhang, Xiaobin Tian, Te Zhang, Ling Liang, Bin Qin, Shitong Wang
2022 J jnl
Multilabel Takagi-Sugeno-Kang Fuzzy System.
IEEE Trans. Fuzzy Syst.
Qiongdan Lou, Zhaohong Deng, Zhiyong Xiao, Kup-Sze Choi, Shitong Wang
2022 — conf
Reliability-Aware Contrastive Self-ensembling for Semi-supervised Medical Image Classification.
MICCAI (1)
Wenlong Hang, Yecheng Huang, Shuang Liang, Baiying Lei, Kup-Sze Choi, Jing Qin
2022 J jnl
Robust Multi-Label Relief Feature Selection Based on Fuzzy Margin Co-Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi, Hong-Bin Shen, Jun Wang, Shitong Wang
2022 J jnl
Transductive Multiview Modeling With Interpretable Rules, Matrix Factorization, and Cooperative Learning.
IEEE Trans. Cybern.
Wei Zhang, Zhaohong Deng, Jun Wang, Kup-Sze Choi, Te Zhang, Xiaoqing Luo, Hong-Bin Shen, Wenhao Ying, Shitong Wang
2022 J jnl
circRNA-binding protein site prediction based on multi-view deep learning, subspace learning and multi-view classifier.
Briefings Bioinform.
Hui Li, Zhaohong Deng, Haitao Yang, Xiaoyong Pan, Zhisheng Wei, Hong-Bin Shen, Kup-Sze Choi, Lei Wang, Shitong Wang, Jing Wu
2021 J jnl
A Novel TSK Fuzzy System Incorporating Multi-view Collaborative Transfer Learning for Personalized Epileptic EEG Detection.
CoRR
Andong Li, Zhaohong Deng, Qiongdan Lou, Kup-Sze Choi, Hong-Bin Shen, Shitong Wang
2021 J jnl
Extended Kalman Filter Nonlinear Finite Element Method for Nonlinear Soft Tissue Deformation.
Comput. Methods Programs Biomed.
Hujin Xie, Jialu Song, Yongmin Zhong, Jiankun Li, Chengfan Gu, Kup-Sze Choi
2021 J jnl
Extended Kalman filter based on stochastic epidemiological model for COVID-19 modelling.
Comput. Biol. Medicine
Xinhe Zhu, Bingbing Gao, Yongmin Zhong, Chengfan Gu, Kup-Sze Choi
2021 J jnl
Finite-element kalman filter with state constraint for dynamic soft tissue modelling.
Comput. Biol. Medicine
Hujin Xie, Jialu Song, Bingbing Gao, Yongmin Zhong, Chengfan Gu, Kup-Sze Choi
2021 J jnl
Network Together: Node Classification via Cross-Network Deep Network Embedding.
IEEE Trans. Neural Networks Learn. Syst.
Xiao Shen, Quanyu Dai, Sitong Mao, Fu-Lai Chung, Kup-Sze Choi
2021 A* conf
Object Detection in Densely Packed Scenes via Semi-Supervised Learning with Dual Consistency.
IJCAI
Chao Ye, Huaidong Zhang, Xuemiao Xu, Weiwei Cai, Jing Qin, Kup-Sze Choi
2021 J jnl
RNA-binding protein recognition based on multi-view deep feature and multi-label learning.
Briefings Bioinform.
Haitao Yang, Zhaohong Deng, Xiaoyong Pan, Hong-Bin Shen, Kup-Sze Choi, Lei Wang, Shitong Wang, Jing Wu
2021 — conf
Selective Learning from External Data for CT Image Segmentation.
MICCAI (1)
Youyi Song, Lequan Yu, Baiying Lei, Kup-Sze Choi, Jing Qin
2021 J jnl
Selective Transfer Classification Learning With Classification-Error-Based Consensus Regularization.
IEEE Trans. Emerg. Top. Comput. Intell.
Wenlong Hang, Shuang Liang, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2021 J jnl
TSK Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification.
CoRR
Wei Zhang, Zhaohong Deng, Qiongdan Lou, Te Zhang, Kup-Sze Choi, Shitong Wang
2021 J jnl
Transfer Representation Learning With TSK Fuzzy System.
IEEE Trans. Fuzzy Syst.
Peng Xu, Zhaohong Deng, Jun Wang, Qun Zhang, Kup-Sze Choi, Shitong Wang
2020 J jnl
A Transfer-Based Additive LS-SVM Classifier for Handling Missing Data.
IEEE Trans. Cybern.
Guanjin Wang, Jie Lu, Kup-Sze Choi, Guangquan Zhang
2020 A* conf
Adversarial Deep Network Embedding for Cross-Network Node Classification.
AAAI
Xiao Shen, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi
2020 J jnl
Adversarial Deep Network Embedding for Cross-network Node Classification.
CoRR
Xiao Shen, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi
2020 — conf
CNN in CT Image Segmentation: Beyond Loss Function for Exploiting Ground Truth Images.
ISBI
Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin
2020 J jnl
CNN in CT Image Segmentation: Beyound Loss Function for Expoliting Ground Truth Images.
CoRR
Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin
2020 J jnl
Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation.
CoRR
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi
2020 J jnl
Deep stacked support matrix machine based representation learning for motor imagery EEG classification.
Comput. Methods Programs Biomed.
Wenlong Hang, Wei Feng, Shuang Liang, Qiong Wang, Xuejun Liu, Kup-Sze Choi
2020 — conf
Learning 3D Features with 2D CNNs via Surface Projection for CT Volume Segmentation.
MICCAI (4)
Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin
2020 J jnl
Least squares support vector machines with fast leave-one-out AUC optimization on imbalanced prostate cancer data.
Int. J. Mach. Learn. Cybern.
Guanjin Wang, Jeremy Yuen-Chun Teoh, Jie Lu, Kup-Sze Choi
2020 — conf
Local and Global Structure-Aware Entropy Regularized Mean Teacher Model for 3D Left Atrium Segmentation.
MICCAI (1)
Wenlong Hang, Wei Feng, Shuang Liang, Lequan Yu, Qiong Wang, Kup-Sze Choi, Jing Qin
2020 J jnl
Output based transfer learning with least squares support vector machine and its application in bladder cancer prognosis.
Neurocomputing
Guanjin Wang, Guangquan Zhang, Kup-Sze Choi, Kin-Man Lam, Jie Lu
2020 — conf
Shape Mask Generator: Learning to Refine Shape Priors for Segmenting Overlapping Cervical Cytoplasms.
MICCAI (4)
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi
2019 J jnl
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning.
CoRR
Peng Xu, Zhaohong Deng, Chen Cui, Te Zhang, Kup-Sze Choi, Suhang Gu, Jun Wang, Shitong Wang
2019 J jnl
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning.
IEEE Trans. Fuzzy Syst.
Peng Xu, Zhaohong Deng, Chen Cui, Te Zhang, Kup-Sze Choi, Suhang Gu, Jun Wang, Shitong Wang
2019 J jnl
Deep Additive Least Squares Support Vector Machines for Classification With Model Transfer.
IEEE Trans. Syst. Man Cybern. Syst.
Guanjin Wang, Guangquan Zhang, Kup-Sze Choi, Jie Lu
2019 J jnl
Deep Image Feature Learning with Fuzzy Rules.
CoRR
Xiang Ma, Zhaohong Deng, Peng Xu, Kup-Sze Choi, Shitong Wang
2019 J jnl
Double-Coupling Learning for Multi-Task Data Stream Classification.
CoRR
Yingzhong Shi, Zhaohong Deng, Haoran Chen, Kup-Sze Choi, Shitong Wang
2019 J jnl
Generalized Hidden-Mapping Transductive Transfer Learning for Recognition of Epileptic Electroencephalogram Signals.
IEEE Trans. Cybern.
Lixiao Xie, Zhaohong Deng, Peng Xu, Kup-Sze Choi, Shitong Wang
2019 J jnl
Guest Editorial: Special Issue on New Advances in Deep-Transfer Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhaohong Deng, Jie Lu, Dongrui Wu, Kup-Sze Choi, Shiliang Sun, Yusuke Nojima
2019 — conf
JOint Shape Matching for Overlapping Cytoplasm Segmentation in Cervical Smear Images.
ISBI
Youyi Song, Jing Qin, Baiying Lei, Shengfeng He, Kup-Sze Choi
2019 J jnl
Joint Information Preservation for Heterogeneous Domain Adaptation.
CoRR
Peng Xu, Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang
2019 A* conf
Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data.
AAAI
Peng Xu, Zhaohong Deng, Kup-Sze Choi, Longbing Cao, Shitong Wang
2019 J jnl
Multi-view Clustering with the Cooperation of Visible and Hidden Views.
CoRR
Zhaohong Deng, Ruixiu Liu, Te Zhang, Peng Xu, Kup-Sze Choi, Bin Qin, Shitong Wang
2019 J jnl
Multi-view Information-theoretic Co-clustering for Co-occurrence Data.
CoRR
Peng Xu, Zhaohong Deng, Kup-Sze Choi, Longbing Cao, Shitong Wang
2019 Misc conf
Reliability Learning for Interval Type-2 TSK Fuzzy Logic System with its Application to Medical Diagnosis.
ISKE
Qiongdan Lou, Zhaohong Deng, Guanjin Wang, Kup-Sze Choi
2019 J jnl
Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments.
IEEE Trans. Medical Imaging
Youyi Song, Lei Zhu, Jing Qin, Baiying Lei, Bin Sheng, Kup-Sze Choi
2019 A* conf
Virtual Reality Wound Care Training for Clinical Nursing Education: An Initial User Study.
VR
Kup-Sze Choi
2018 A* conf
Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments.
AAAI
Youyi Song, Jing Qin, Baiying Lei, Kup-Sze Choi
2018 J jnl
Data-Driven Elastic Fuzzy Logic System Modeling: Constructing a Concise System With Human-Like Inference Mechanism.
IEEE Trans. Fuzzy Syst.
Jiangbin Zhang, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2018 — conf
Diagnosis of prostate cancer in a Chinese population by using machine learning methods.
EMBC
Guanjin Wang, Jeremy Yuen-Chun Teoh, Kup-Sze Choi
2018 J jnl
Feature-preserving ultrasound speckle reduction via
Neurocomputing
Lei Zhu, Weiming Wang, Xiaomeng Li, Qiong Wang, Jing Qin, Kin Hong Wong, Kup-Sze Choi, Chi-Wing Fu, Pheng-Ann Heng
2018 J jnl
Tackling Missing Data in Community Health Studies Using Additive LS-SVM Classifier.
IEEE J. Biomed. Health Informatics
Guanjin Wang, Zhaohong Deng, Kup-Sze Choi
2017 B conf
An output-based knowledge transfer approach and its application in bladder cancer prediction.
IJCNN
Guanjin Wang, Guangquan Zhang, Kup-Sze Choi, Kin-Man Lam, Jie Lu
2017 J jnl
Detection of epilepsy with Electroencephalogram using rule-based classifiers.
Neurocomputing
Guanjin Wang, Zhaohong Deng, Kup-Sze Choi
2017 C conf
Enhancing the Performance of Brain-Computer Interface with Haptics.
ISM
Kup-Sze Choi, Shuang Liang
2017 J jnl
Fast feature-preserving speckle reduction for ultrasound images via phase congruency.
Signal Process.
Lei Zhu, Weiming Wang, Jing Qin, Kin Hong Wong, Kup-Sze Choi, Pheng-Ann Heng
2017 — conf
Locality Preserving Projections with Adaptive Neighborhood Size.
ICIC (1)
Wenjun Hu, Xinmin Cheng, Yunliang Jiang, Kup-Sze Choi, Jungang Lou
2017 C conf
Performance Evaluation of Walking Imagery Training Based on Virtual Environment in Brain-Computer Interfaces.
ISM
Xiaolu Liu, Shuang Liang, Wenlong Hang, Baiying Lei, Qiong Wang, Jing Qin, Kup-Sze Choi
2017 J jnl
Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System.
IEEE Trans. Fuzzy Syst.
Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Guanjin Wang, Pengjiang Qian, Kup-Sze Choi, Shitong Wang
2017 B conf
Robust extreme learning fuzzy systems using ridge regression for small and noisy datasets.
FUZZ-IEEE
Te Zhang, Zhaohong Deng, Kup-Sze Choi, Jiefang Liu, Shitong Wang
2017 J jnl
Semi-supervised learning using hidden feature augmentation.
Appl. Soft Comput.
Wenlong Hang, Kup-Sze Choi, Shitong Wang, Pengjiang Qian
2017 J jnl
Synchronization clustering based on central force optimization and its extension for large-scale datasets.
Knowl. Based Syst.
Wenlong Hang, Kup-Sze Choi, Shitong Wang
2017 C conf
Towards Interactive and Realistic Rendering of 3D Fetal Ultrasound via Photon Mapping.
ISM
Jinta Zheng, Jing Qin, Kup-Sze Choi
2017 — conf
Using Machine Learning to Diagnose Bacterial Sepsis in the Critically Ill Patients.
ICSH
Yang Liu, Kup-Sze Choi
2017 — conf
Virtual Reality in Nursing: Nasogastric Tube Placement Training Simulator.
MedInfo
Kup-Sze Choi
2016 J jnl
A Heuristic Force Model for Haptic Simulation of Nasogastric Tube Insertion Using Fuzzy Logic.
IEEE Trans. Haptics
Kup-Sze Choi, Xuejian He, Vico Chung-Lim Chiang, Zhaohong Deng, Jing Qin
2016 J jnl
A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification.
Inf. Sci.
Yizhang Jiang, Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2016 J jnl
A survey on soft subspace clustering.
Inf. Sci.
Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Jun Wang, Shitong Wang
2016 J jnl
Distance metric learning for soft subspace clustering in composite kernel space.
Pattern Recognit.
Jun Wang, Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Xiaoqing Luo, Fu-Lai Chung, Shitong Wang
2016 J jnl
Enhanced Knowledge-Leverage-Based TSK Fuzzy System Modeling for Inductive Transfer Learning.
ACM Trans. Intell. Syst. Technol.
Zhaohong Deng, Yizhang Jiang, Hisao Ishibuchi, Kup-Sze Choi, Shitong Wang
2016 J jnl
Enhancing training performance for brain-computer interface with object-directed 3D visual guidance.
Int. J. Comput. Assist. Radiol. Surg.
Shuang Liang, Kup-Sze Choi, Jing Qin, Wai-Man Pang, Pheng-Ann Heng
2016 J jnl
Fast Gabor texture feature extraction with separable filters using GPU.
J. Real Time Image Process.
Wai-Man Pang, Kup-Sze Choi, Jing Qin
2016 J jnl
Improving the discrimination of hand motor imagery via virtual reality based visual guidance.
Comput. Methods Programs Biomed.
Shuang Liang, Kup-Sze Choi, Jing Qin, Wai-Man Pang, Qiong Wang, Pheng-Ann Heng
2016 J jnl
Noise-benefit FRSDE for speedup of density estimation on large data.
J. Intell. Fuzzy Syst.
Guanjin Wang, Kup-Sze Choi, Zhaohong Deng
2016 J jnl
Safety control for impedance haptic interfaces.
Multim. Tools Appl.
Xuejian He, Kup-Sze Choi
2016 — conf
Stereoscopic Three-Dimensional Visualization for Immersive and Intuitive Anatomy Learning.
T4E
Kup-Sze Choi, Shu-Ting Chan, Ho-Man Colman Leung, Yim-Pan Chui
2016 J jnl
Takagi-Sugeno-Kang Transfer Learning Fuzzy Logic System for the Adaptive Recognition of Epileptic Electroencephalogram Signals.
IEEE Trans. Fuzzy Syst.
Changjian Yang, Zhaohong Deng, Kup-Sze Choi, Shitong Wang
2016 — conf
Towards Using Tiny Multi-sensors Unit for Child Care Reminders.
BigMM
Geoffrey Poon, Kin Chung Kwan, Wai-Man Pang, Kup-Sze Choi
2016 J jnl
Towards Using Tiny Sensors with Heat Balancing Criteria for Child Care Reminders.
Int. J. Semantic Comput.
Geoffrey Poon, Kin Chung Kwan, Wai-Man Pang, Kup-Sze Choi
2016 J jnl
Transfer Prototype-Based Fuzzy Clustering.
IEEE Trans. Fuzzy Syst.
Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Kup-Sze Choi, Shitong Wang
2015 J jnl
A novel privacy-preserving probability transductive classifiers from group probabilities based on regression model.
J. Intell. Fuzzy Syst.
Yizhang Jiang, Zhaohong Deng, Kup-Sze Choi, Pengjiang Qian, Wenjun Hu, Shitong Wang
2015 J jnl
A virtual reality based simulator for learning nasogastric tube placement.
Comput. Biol. Medicine
Kup-Sze Choi, Xuejian He, Vico Chung-Lim Chiang, Zhaohong Deng
2015 J jnl
Convex nonnegative matrix factorization with manifold regularization.
Neural Networks
Wenjun Hu, Kup-Sze Choi, Peiliang Wang, Yunliang Jiang, Shitong Wang
2015 — conf
Detection of Epileptic Seizures in EEG Signals with Rule-Based Interpretation by Random Forest Approach.
ICIC (3)
Guanjin Wang, Zhaohong Deng, Kup-Sze Choi
2015 J jnl
Nonnegative matrix factorization with manifold regularization and maximum discriminant information.
Int. J. Mach. Learn. Cybern.
Wenjun Hu, Kup-Sze Choi, Jianwen Tao, Yunliang Jiang, Shitong Wang
2015 J jnl
Prediction of mortality after radical cystectomy for bladder cancer by machine learning techniques.
Comput. Biol. Medicine
Guanjin Wang, Kin-Man Lam, Zhaohong Deng, Kup-Sze Choi
2015 J jnl
Using analytical force model for efficient deformation simulation and haptic rendering of soft objects.
Multim. Tools Appl.
Xuejian He, Kup-Sze Choi
2014 J jnl
A Survey on Soft Subspace Clustering.
CoRR
Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang
2014 — conf
A Virtual Reality Training System for Helping Disabled Children to Acquire Skills in Activities of Daily Living.
ICCHP (2)
Kup-Sze Choi, King-Hung Lo
2014 — conf
Effective user training for motor imagery based brain computer interface with object-directed 3D visual display.
BMEI
Shuang Liang, Kup-Sze Choi, Jing Qin, Wai-Man Pang, Pheng-Ann Heng
2014 J jnl
Generalized Hidden-Mapping Ridge Regression, Knowledge-Leveraged Inductive Transfer Learning for Neural Networks, Fuzzy Systems and Kernel Methods.
IEEE Trans. Cybern.
Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Shitong Wang
2014 J jnl
Heartbeat classification using disease-specific feature selection.
Comput. Biol. Medicine
Zhancheng Zhang, Jun Dong, Xiaoqing Luo, Kup-Sze Choi, Xiaojun Wu
2014 J jnl
T2FELA: Type-2 Fuzzy Extreme Learning Algorithm for Fast Training of Interval Type-2 TSK Fuzzy Logic System.
IEEE Trans. Neural Networks Learn. Syst.
Zhaohong Deng, Kup-Sze Choi, Longbing Cao, Shitong Wang
2014 J jnl
Transductive domain adaptive learning for epileptic electroencephalogram recognition.
Artif. Intell. Medicine
Changjian Yang, Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Shitong Wang
2014 J jnl
Transfer Prototype-based Fuzzy Clustering.
CoRR
Zhaohong Deng, Yizhang Jiang, Fulai Chung, Kup-Sze Choi, Shitong Wang
2014 B conf
Using artificial neural network to predict mortality of radical cystectomy for bladder cancer.
SMARTCOMP
Kin-Man Lam, Xuejian He, Kup-Sze Choi
2013 J jnl
Alternatives to relational database: Comparison of NoSQL and XML approaches for clinical data storage.
Comput. Methods Programs Biomed.
Ken Ka-Yin Lee, Wai-Choi Tang, Kup-Sze Choi
2013 J jnl
Effect of Packet Loss on Collaborative Haptic Interactions in Networked Virtual Environments: An Experimental Study.
Presence Teleoperators Virtual Environ.
Jing Qin, Kup-Sze Choi, Renheng Xu, Wai-Man Pang, Pheng-Ann Heng
2013 — conf
Healthcare Information System: A Facilitator of Primary Care for Underprivileged Elderly via Mobile Clinic.
ICSH
Kup-Sze Choi, Rebecca K. P. Wai, Esther Y. T. Kwok
2013 J jnl
Knowledge-Leverage-Based TSK Fuzzy System Modeling.
IEEE Trans. Neural Networks Learn. Syst.
Zhaohong Deng, Yizhang Jiang, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2013 J jnl
Minimum-maximum local structure information for feature selection.
Pattern Recognit. Lett.
Wenjun Hu, Kup-Sze Choi, Yonggen Gu, Shitong Wang
2012 J jnl
Fast Rendering of Diffusion Curves with Triangles.
IEEE Computer Graphics and Applications
Wai-Man Pang, Jing Qin, Michael Cohen, Pheng-Ann Heng, Kup-Sze Choi
2012 J jnl
Generalized locality preserving Maxi-Min Margin Machine.
Neural Networks
Zhancheng Zhang, Kup-Sze Choi, Xiaoqing Luo, Shitong Wang
2012 J jnl
Virtual Suturing Simulation Based on Commodity Physics Engine for Medical Learning.
J. Medical Syst.
Kup-Sze Choi, Leon Sze-Ho Chan, Wai-Man Pang
2011 J jnl
EEW-SC: Enhanced Entropy-Weighting Subspace Clustering for high dimensional gene expression data clustering analysis.
Appl. Soft Comput.
Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2011 J jnl
Haptic Rendering in Interactive Applications Developed with Commodity Physics Engine.
J. Multim.
Kup-Sze Choi, Leon Sze-Ho Chan, Jing Qin, Wai-Man Pang
2011 J jnl
Scalable TSK Fuzzy Modeling for Very Large Datasets Using Minimal-Enclosing-Ball Approximation.
IEEE Trans. Fuzzy Syst.
Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2010 — conf
A Rehabilitation Method with Visual and Haptic Guidance for Children with Upper Extremity Disability.
ICCHP (2)
Kup-Sze Choi, Chum-Ming Chow, King-Hung Lo
2010 J jnl
A Virtual Psychiatric Ward for Orientating Patients Admitted for the First Time.
Cyberpsychology Behav. Soc. Netw.
Wai-Chi Lau, Kup-Sze Choi, Wai-Yee Chung
2010 J jnl
A Virtual Reality Simulator Prototype for Learning and Assessing Phaco-sculpting Skills.
Trans. Edutainment
Kup-Sze Choi
2010 J jnl
Collaborative Simulation of Soft-Tissue Deformation for Virtual Surgery Applications.
J. Medical Syst.
Jing Qin, Kup-Sze Choi, Pheng-Ann Heng
2010 J jnl
Collaborative Virtual Surgery: Techniques, Applications and Challenges.
Int. J. Virtual Real.
Jing Qin, Kup-Sze Choi, Wai-Man Pang, Zhang Yi, Pheng-Ann Heng
2010 J jnl
Enhanced soft subspace clustering integrating within-cluster and between-cluster information.
Pattern Recognit.
Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
2010 J jnl
Learning Blood Management in Orthopedic Surgery through Gameplay.
IEEE Computer Graphics and Applications
Jing Qin, Yim-Pan Chui, Wai-Man Pang, Kup-Sze Choi, Pheng-Ann Heng
2009 J jnl
A framework using cluster-based hybrid network architecture for collaborative virtual surgery.
Comput. Methods Programs Biomed.
Jing Qin, Kup-Sze Choi, Wai-Sang Poon, Pheng-Ann Heng
2009 J jnl
A virtual training simulator for learning cataract surgery with phacoemulsification.
Comput. Biol. Medicine
Kup-Sze Choi, Sophia Soo, Fu-Lai Chung
2008 — conf
An Adaptive Transmission Protocol for Managing Dynamic Shared States in Collaborative Surgical Simulation.
MMVR
Jing Qin, Kup-Sze Choi, Simon S. M. Ho, Pheng-Ann Heng
2008 J jnl
Detecting fake images using watermarks and support vector machines.
Comput. Stand. Interfaces
Wei Lu, Fu-Lai Chung, Hongtao Lu, Kup-Sze Choi
2007 — conf
An Adaptive Framework Using Cluster-Based Hybrid Architecture for Enhancing Collaboration in Surgical Simulation.
MMVR
Jing Qin, Pheng-Ann Heng, Kup-Sze Choi, Simon S. M. Ho
2006 J jnl
Interactive cutting of deformable objects using force propagation approach and digital design analogy.
Comput. Graph.
Kup-Sze Choi
2004 J jnl
An efficient and scalable deformable model for virtual reality-based medical applications.
Artif. Intell. Medicine
Kup-Sze Choi, Hanqiu Sun, Pheng-Ann Heng
2004 J jnl
Deformable simulation using force propagation model with finite element optimization.
Comput. Graph.
Kup-Sze Choi, Hanqiu Sun, Pheng-Ann Heng, Jun Zou
2004 — —
Interactive deformable simulation of soft tissues for virtual surgery applications.
Kup-Sze Choi
2003 J jnl
Interactive deformation of soft tissues with haptic feedback for medical learning.
IEEE Trans. Inf. Technol. Biomed.
Kup-Sze Choi, Hanqiu Sun, Pheng-Ann Heng
2002 — conf
A scalable force propagation approach for web-baseddeformable simulation of soft tissues.
Web3D
Kup-Sze Choi, Hanqiu Sun, Pheng-Ann Heng, Jack Chun Yiu Cheng