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Clustering algorithm based on nature-inspired approach for energy optimization in heterogeneous wireless sensor network Journal article
Applied Soft Computing, 2021,Volume: 104
Authors:  Israel Edem Agbehadji;  Richard C. Millham;  Abdultaofeek Abayomi;  Jason J. Jung;  Simon James Fong;  Samuel Ofori Frimpong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | 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  
Bio-inspired energy efficient clustering approach for wireless sensor networks Conference paper
Proceedings - 2019 International Conference on Wireless Networks and Mobile Communications, WINCOM 2019, Fez, Morocco, 29 Oct.-1 Nov. 2019
Authors:  Israel Edem Agbehadji;  Richard C. Millham;  Simon James Fong;  Jason J. Jung;  Khac-Hoai Nam Bui;  Abdultaofeek Abayomi;  Samuel Ofori Frimpong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | 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  
Integration of Kestrel-based search algorithm with artificial neural network for feature subset selection Journal article
International Journal of Bio-Inspired Computation, 2019,Volume: 13,Issue: 4,Page: 222-233
Authors:  Israel Edem Agbehadji;  Richard C. Millham;  Simon James Fong;  Hongji Yang
Favorite |  | TC[WOS]:7 TC[Scopus]:10 | Submit date:2021/03/09
Kestrel-based Search Algorithm  Feature Subset Selection  Wrapper Method  Filter Method  RAndom Encircling And Imitative Behaviour  Reim  Meta-heuristic Algorithm  
Fast incremental learning with swarm decision table and stochastic feature selection in an IoT extreme automation environment Journal article
IT Professional, 2019,Volume: 21,Issue: 2,Page: 14-26
Authors:  Tengyue Li;  Simon Fong;  Richard C. Millham;  Jinan Fiaidhi;  Sabah Mohammed
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2019,Volume: 15,Issue: 1,Page: 15-35
Authors:  Kun Lan;  Simon Fong;  Lian-Sheng Liu;  Raymond K. Wong;  Nilanjan Dey;  Richard C. Millham;  Kelvin K.L. Wong
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
Data Stream Mining  Biomedical Healthcare  Sensor  Pre-processing  Metaheuristics  Adaptive Windowing  
Swarm search methods in weka for data mining Conference paper
ICMLC 2018: Proceedings of the 2018 10th International Conference on Machine Learning and Computing, Macau China, 26 February, 2018- 28 February, 2018
Authors:  Simon Fong;  Robert P. Biuk-Aghai;  Richard C. Millham
Favorite |  | TC[WOS]:10 TC[Scopus]:18 | Submit date:2019/02/13
Data Mining  Search Methods  Feature Selection  Metaheuristics  
Bioinspired Computational Approach to Missing Value Estimation Journal article
MATHEMATICAL PROBLEMS IN ENGINEERING, 2018,Volume: 2018
Authors:  Israel Edem Agbehadji;  Richard C. Millham;  Simon James Fong;  Hongji Yang
Favorite |  | TC[WOS]:5 TC[Scopus]:10 | Submit date:2018/10/30
Self-adaptive pre-processing methodology for big data stream mining in internet of things environmental sensor monitoring Journal article
Symmetry, 2017,Volume: 9,Issue: 10
Authors:  Kun Lan;  Simon Fong;  Wei Song;  Athanasios V. Vasilakos;  Richard C. Millham
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2019/02/13
Data Stream Pre-processing  Self-adaptive Segmentation  Clustering-based Particle Swarm Optimization (Cpso)  Internet Of Things (Iot) Datasets