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Selective multiple kernel fuzzy clustering with locality preserved ensemble Journal article
Zhang, Chuanbin, Chen, Long, Yu, Yu Feng, Zhao, Yin Ping, Shi, Zhaoyin, Wang, Yingxu, Bai, Weihua. Selective multiple kernel fuzzy clustering with locality preserved ensemble[J]. Knowledge-Based Systems, 2024, 301, 112327.
Authors:  Zhang, Chuanbin;  Chen, Long;  Yu, Yu Feng;  Zhao, Yin Ping;  Shi, Zhaoyin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/09/03
Clustering Ensemble  Feature Fusion  Graph  Multi-objective Optimization  Multiple Kernel Fuzzy Clustering  
Parameter-Free Robust Ensemble Framework of Fuzzy Clustering Journal article
Shi,Zhaoyin, Chen,Long, Ding,Weiping, Zhang,Chuanbin, Wang,Yingxu. Parameter-Free Robust Ensemble Framework of Fuzzy Clustering[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(12), 4205-4219.
Authors:  Shi,Zhaoyin;  Chen,Long;  Ding,Weiping;  Zhang,Chuanbin;  Wang,Yingxu
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:10.7/9.7 | Submit date：2023/08/03
Clustering Algorithms  Clustering Ensemble  Computational Efficiency  Costs  Fluctuations  Fuzzy Clustering  Latent Information  Matrix Decomposition  Optimization  Parameter-free Model  Spectral Feature  Tensors  
Multiobjective Semisupervised Classifier Ensemble Journal article
Yu, Zhiwen, Zhang, Yidong, Chen, C. L.Philip, You, Jane, Wong, Hau San, Dai, Dan, Wu, Si, Zhang, Jun. Multiobjective Semisupervised Classifier Ensemble[J]. IEEE Transactions on Cybernetics, 2019, 49(6), 2280-2293.
Authors:  Yu, Zhiwen;  Zhang, Yidong;  Chen, C. L.Philip;  You, Jane;  Wong, Hau San; et al.
Favorite | TC[WOS]:25 TC[Scopus]:30  IF:9.4/10.3 | Submit date：2022/05/17
Ensemble Learning  Feature Selection  Multiobjective Optimization  Semisupervised Learning  
Adaptive Semi-Supervised Classifier Ensemble for High Dimensional Data Classification Journal article
Yu, Zhiwen, Zhang, Yidong, You, Jane, Chen, C. L.Philip, Wong, Hau San, Han, Guoqiang, Zhang, Jun. Adaptive Semi-Supervised Classifier Ensemble for High Dimensional Data Classification[J]. IEEE Transactions on Cybernetics, 2019, 49(2), 366-379.
Authors:  Yu, Zhiwen;  Zhang, Yidong;  You, Jane;  Chen, C. L.Philip;  Wong, Hau San; et al.
Favorite | TC[WOS]:52 TC[Scopus]:61  IF:9.4/10.3 | Submit date：2022/04/15
Classification  Ensemble Learning  Feature Selection  High Dimensional Data  Optimization  Semi-supervised Learning  
Learning multimodal parameters: A bare-bones niching differential evolution approach Journal article
Gong Yuejiao, Zhang Jun, Zhou Yicong. Learning multimodal parameters: A bare-bones niching differential evolution approach[J]. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(7), 2944-2959.
Authors:  Gong Yuejiao;  Zhang Jun;  Zhou Yicong
Favorite | TC[WOS]:41 TC[Scopus]:44 | Submit date：2018/12/21
Fitness Landscape  Gaussian Model  Multimodal Optimization (Mmop)  Neighborhood Strategy  Neural Network Ensemble (Nne)  Niching  
Learning Multimodal Parameters: A Bare-Bones Niching Differential Evolution Approach Journal article
Gong, Yue-Jiao, Zhang, Jun, Zhou, Yicong. Learning Multimodal Parameters: A Bare-Bones Niching Differential Evolution Approach[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29(7), 2944-2959.
Authors:  Gong, Yue-Jiao;  Zhang, Jun;  Zhou, Yicong
Favorite | TC[WOS]:41 TC[Scopus]:44  IF:10.2/10.4 | Submit date：2018/10/30
Fitness Landscape  Gaussian Model  Multimodal Optimization (Mmop)  Neighborhood Strategy  Neural Network Ensemble (Nne)  Niching  
Adaptive Hybrid Feature Selection-Based Classifier Ensemble for Epileptic Seizure Classification Journal article
Alzami, Farrikh, Tang, Juan, Yu, Zhiwen, Wu, Si, Chen, C. L. Philip, You, Jane, Zhang, Jun. Adaptive Hybrid Feature Selection-Based Classifier Ensemble for Epileptic Seizure Classification[J]. IEEE ACCESS, 2018, 6, 29132-29145.
Authors:  Alzami, Farrikh;  Tang, Juan;  Yu, Zhiwen;  Wu, Si;  Chen, C. L. Philip; et al.
Favorite | TC[WOS]:14 TC[Scopus]:21  IF:3.4/3.7 | Submit date：2018/10/30
Epileptic Seizure Detection And Classification  Discrete Wavelet Transform  Hybrid Feature Selection  Classifier Ensemble  Bagging  Rank Aggregation  Adaptive  Genetic Algorithm  Optimization  Machine Learning  
A novel AdaBoost framework with robust threshold and structural optimization Journal article
Zhang P.-B., Yang Z.-X.. A novel AdaBoost framework with robust threshold and structural optimization[J]. IEEE Transactions on Cybernetics, 2018, 48(1), 64-76.
Authors:  Zhang P.-B.;  Yang Z.-X.
Favorite | TC[WOS]:60 TC[Scopus]:66 | Submit date：2018/12/22
Adaboost Algorithm  Bounds Of Empirical Error  Ensemble Method  Generalization Error  Indoor Positioning System  Robust Threshold  Special Single-layer Neural Network  Structural Optimization  
Meta-zoo-heuristic algorithms Conference paper
Simon Fong. Meta-zoo-heuristic algorithms[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2017, 3-8.
Authors:  Simon Fong
Favorite | TC[WOS]:3 TC[Scopus]:2 | Submit date：2019/02/13
Meta-heuristics  Bio-inspired Optimization Algorithms  Ensemble Optimization  
Optimization of bagging classifiers based on SBCB algorithm Conference paper
Zeng X.-D., Chao S., Wong F.. Optimization of bagging classifiers based on SBCB algorithm[C], 2010, 262-267.
Authors:  Zeng X.-D.;  Chao S.;  Wong F.
Favorite | TC[Scopus]:23 | Submit date：2018/12/24
Bagging  Classifier Optimization  Ensemble Learning  Selective Ensemble