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FedGosp: A Novel Framework of Gossip Federated Learning for Data Heterogeneity Conference paper
Li, Guanghao, Hu, Yue, Zhang, Miao, Li, Li, Chang, Tao, Yin, Quanjun. FedGosp: A Novel Framework of Gossip Federated Learning for Data Heterogeneity[C], 2022, 840-845.
Authors:  Li, Guanghao;  Hu, Yue;  Zhang, Miao;  Li, Li;  Chang, Tao; et al.
Favorite | TC[Scopus]:2 | Submit date：2023/01/30
Clustering Algorithm  Data Heterogeneity  Federated Learning  Prediction Accuracy  
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  
Clustering algorithm based on nature-inspired approach for energy optimization in heterogeneous wireless sensor network Journal article
Israel Edem Agbehadji, Richard C. Millham, Abdultaofeek Abayomi, Jason J. Jung, Simon James Fong, Samuel Ofori Frimpong. Clustering algorithm based on nature-inspired approach for energy optimization in heterogeneous wireless sensor network[J]. Applied Soft Computing, 2021, 104, 107171.
Authors:  Israel Edem Agbehadji;  Richard C. Millham;  Abdultaofeek Abayomi;  Jason J. Jung;  Simon James Fong; et al.
Favorite | TC[WOS]:16 TC[Scopus]:25  IF:7.2/7.0 | Submit date：2021/03/09
Energy Optimization  Heterogeneous Wireless Sensor Network  Kestrel-based Search Algorithm (Ksa)  Wolf Search Algorithm With Minus Step Previous (Wsamp)  Distributed Energy Efficient Clustering  
Clustering-based force-directed algorithms for 3D graph visualization Journal article
Lu,Jiawei, Si,Yain Whar. Clustering-based force-directed algorithms for 3D graph visualization[J]. JOURNAL OF SUPERCOMPUTING, 2020, 76(12), 9654-9715.
Authors:  Lu,Jiawei;  Si,Yain Whar
Favorite | TC[WOS]:7 TC[Scopus]:11  IF:2.5/2.4 | Submit date：2021/03/11
3d Graphs  Clustering Algorithm  Force-directed Algorithm  Visualization  
Intelligent energy optimization for advanced IoT analytics edge computing on wireless sensor networks Journal article
Israel Edem Agbehadji, Samuel Ofori Frimpong, Richard C Millham, Simon James Fong, Jason J Jung. Intelligent energy optimization for advanced IoT analytics edge computing on wireless sensor networks[J]. International Journal of Distributed Sensor Networks, 2020, 16(7), 1550147720908772.
Authors:  Israel Edem Agbehadji;  Samuel Ofori Frimpong;  Richard C Millham;  Simon James Fong;  Jason J Jung
Favorite | TC[WOS]:6 TC[Scopus]:10 | Submit date：2021/03/09
Edge Computing  Wireless Sensor Network  Clustering Algorithm  Kestrel-based Search Algorithm  Heterogeneous Energy Environment  Internet Of Things  
Bio-inspired energy efficient clustering approach for wireless sensor networks Conference paper
Israel Edem Agbehadji, Richard C. Millham, Simon James Fong, Jason J. Jung, Khac-Hoai Nam Bui, Abdultaofeek Abayomi, Samuel Ofori Frimpong. Bio-inspired energy efficient clustering approach for wireless sensor networks[C], IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2019, 8942532.
Authors:  Israel Edem Agbehadji;  Richard C. Millham;  Simon James Fong;  Jason J. Jung;  Khac-Hoai Nam Bui; et al.
Favorite | TC[WOS]:0 TC[Scopus]:6 | Submit date：2021/03/09
Edge Computing  Load Balancing  Wireless Sensor Network  Clustering Algorithm  Kestrel-based Search Algorithm  Heterogeneous Environment  Internet Of Things (Iot) Analytics  
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  
Multi-stage Clustering Algorithm for Energy Optimization in Wireless Sensor Networks Conference paper
Agbehadji, Israel Edem, Millham, Richard C., Fong, Simon James, Jung, Jason J., Bui, Khac Hoai Nam, Abayomi, Abdultaofeek. Multi-stage Clustering Algorithm for Energy Optimization in Wireless Sensor Networks[C], 2019, 223-238.
Authors:  Agbehadji, Israel Edem;  Millham, Richard C.;  Fong, Simon James;  Jung, Jason J.;  Bui, Khac Hoai Nam; et al.
Favorite | TC[Scopus]:6 | Submit date：2022/05/23
Clustering Algorithm  Edge Computing  Heterogeneous Environment  Internet Of Things (Iot) Analytics  Kestrel-based Search Algorithm  Load Balancing  Wireless Sensor Network  
Elephant search algorithm applied to data clustering Journal article
Suash Deb, Zhonghuan Tian, Simon Fong, Raymond Wong, Richard Millham, Kelvin K. L. Wong. Elephant search algorithm applied to data clustering[J]. Soft Computing, 2018, 22(18), 6035-6046.
Authors:  Suash Deb;  Zhonghuan Tian;  Simon Fong;  Raymond Wong;  Richard Millham; et al.
Favorite | TC[WOS]:20 TC[Scopus]:21 | Submit date：2019/02/13
Data Clustering  Elephant Search Algorithm  Meta-heuristic  Time Series Clustering  
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