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2020 – today
- 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) - [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 - [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
- [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) - [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 - [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
- [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) - [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 - [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
- [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) - [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 - [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)
2010 – 2019
- 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) - [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 - [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) - 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) - [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
- [j51]