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An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient Boosting and Fuzzy Rule-Based Models Journal article
Li, Jinbo, Liu, Peng, Chen, Long, Pedrycz, Witold, Ding, Weiping. An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient Boosting and Fuzzy Rule-Based Models[J]. IEEE Transactions on Artificial Intelligence, 2024.
Authors:  Li, Jinbo;  Liu, Peng;  Chen, Long;  Pedrycz, Witold;  Ding, Weiping
Favorite | TC[Scopus]:1 | Submit date：2024/08/05
Fuzzy Rules-based Model  Incremental Models  Interpretability  Ensemble Learning  
A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization Journal article
Zhou, Erhao, Vong, Chi Man, Nojima, Yusuke, Wang, Shitong. A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 31(7), 2305 - 2319.
Authors:  Zhou, Erhao;  Vong, Chi Man;  Nojima, Yusuke;  Wang, Shitong
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:10.7/9.7 | Submit date：2023/01/30
Entropic And Rule-stability-based Regularizer  First-order Takagi-sugeno-kang (Tsk) Fuzzy System  Fuzzy Rules  Gaussian Mixture Model (Gmm)  Generalization Performance  Interpretability  
Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules with Gradient Guided Learning Journal article
Gu, Suhang, Vong, Chi Man, Wong, Pak Kin, Wang, Shitong. Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules with Gradient Guided Learning[J]. IEEE Transactions on Fuzzy Systems, 2022, 30(6), 1967-1980.
Authors:  Gu, Suhang;  Vong, Chi Man;  Wong, Pak Kin;  Wang, Shitong
Favorite | TC[WOS]:10 TC[Scopus]:14  IF:10.7/9.7 | Submit date：2022/05/13
Adversarial Takagi–sugeno–kang (Tsk) Fuzzy Classifier  Deep Fuzzy Classifiers  Fuzzy Rules  Gradient Guided Learning  Large-scale Datasets  Stacked Generalization Principle  
High level classification recommended decision making for Autonomous Ground Vehicle (AGV) Journal article
Rehman, Naeem Ur, Asghar, Sohail, Usman, Muhammad, Fong, Simon, Cho, Kyungeun, Park, Yong Woon. High level classification recommended decision making for Autonomous Ground Vehicle (AGV)[J]. Journal of Computational and Theoretical Nanoscience, 2016, 13(7), 4284-4292.
Authors:  Rehman, Naeem Ur;  Asghar, Sohail;  Usman, Muhammad;  Fong, Simon;  Cho, Kyungeun; et al.
Favorite | TC[Scopus]:1  IF:1.666/1.109 | Submit date：2019/02/13
Autonomous Ground Vehicle  Classification  Fusion  Fuzzy Rules  Kalman Filter  
Image restoration using fuzzy impulse noise detection and adaptive median filter Conference paper
Lin Y., Fang B., Tang Y.. Image restoration using fuzzy impulse noise detection and adaptive median filter[C], 2010, 551-554.
Authors:  Lin Y.;  Fang B.;  Tang Y.
Favorite | TC[Scopus]:1 | Submit date：2019/02/11
Adaptive median filter  Fuzzy rules  Image restoration  
The Applications of Soft Computing in Embedded Medical Advisory Systems for Pervasive Health Monitoring Conference paper
Bing-Nan LI, Ming-Chui Dong, Vai Mang I. The Applications of Soft Computing in Embedded Medical Advisory Systems for Pervasive Health Monitoring[C]:SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2006, 151-160.
Authors:  Bing-Nan LI;  Ming-Chui Dong;  Vai Mang I
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2019/03/12
Medical Advisory System  Temporal Fuzzy  Weighted Rules  Health Monitoring