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Self-Adaptive Multiprototype-Based Competitive Learning Approach: A k-Means-Type Algorithm for Imbalanced Data Clustering Journal article
Lu, Yang, Cheung, Yiu Ming, Tang, Yuan Yan. Self-Adaptive Multiprototype-Based Competitive Learning Approach: A k-Means-Type Algorithm for Imbalanced Data Clustering[J]. IEEE Transactions on Cybernetics, 2021, 51(3), 1598-1612.
Authors:  Lu, Yang;  Cheung, Yiu Ming;  Tang, Yuan Yan
Favorite | TC[WOS]:41 TC[Scopus]:51  IF:9.4/10.3 | Submit date：2021/12/07
Class Imbalance Learning  Competitive Learning  Data Clustering  Internal Validation Measure  K-means-type Algorithm  Multiprototype Clustering  
Data Clustering Using the Cooperative Search Based Artificial Bee Colony Algorithm Conference paper
Guo, Chen, Tang, Heng, Lee, Chang Boon, Niu, Ben. Data Clustering Using the Cooperative Search Based Artificial Bee Colony Algorithm[C], 2019, 660-671.
Authors:  Guo, Chen;  Tang, Heng;  Lee, Chang Boon;  Niu, Ben
Favorite | TC[Scopus]:1 | Submit date：2019/11/27
Data Clustering  K-means  Artificial Bee Colony Algorithm  
Grouping Users Using a Combination-Based Clustering Algorithm in the Service Environment Conference paper
Yan Wang, Jiantao Zhou, Xinyuan LI, Xiaoyu Song. Grouping Users Using a Combination-Based Clustering Algorithm in the Service Environment[C], 2017, 721-727.
Authors:  Yan Wang;  Jiantao Zhou;  Xinyuan LI;  Xiaoyu Song
Favorite | TC[WOS]:1 TC[Scopus]:4 | Submit date：2018/12/22
Affinity Propagation  Clustering Algorithm  Group Technology  K-means  Mapreduce  
Integrating Nature-inspired Optimization Algorithms to K-means Clustering Conference paper
Rui Tang, Simon Fong, Xin-She Yang, Suash Deb. Integrating Nature-inspired Optimization Algorithms to K-means Clustering[C]:IEEE, 2012, 116-123.
Authors:  Rui Tang;  Simon Fong;  Xin-She Yang;  Suash Deb
Favorite | TC[Scopus]:77 | Submit date：2019/02/13
K-means Clustering Algorithm  Wolf Search Optimization  Firefly Optimization  Cuckoo Optimization  Bat Optimization  Ant Colony Optimization