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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:  Agbehadji,Israel Edem;  Millham,Richard C.;  Abayomi,Abdultaofeek;  Jung,Jason J.;  Fong,Simon James;  Frimpong,Samuel Ofori
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Distributed Energy Efficient Clustering  Energy optimization  Heterogeneous wireless sensor network  Kestrel-based search algorithm (KSA)  Wolf Search Algorithm with Minus Step Previous (WSAMP)  
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2021,Volume: 15,Issue: 1,Page: 15-35
Authors:  Lan,Kun;  Fong,Simon;  Liu,Lian Sheng;  Wong,Raymond K.;  Dey,Nilanjan;  Millham,Richard C.;  Wong,Kelvin K.L.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
adaptive windowing  biomedical healthcare  Data stream mining  metaheuristics  pre-processing  sensor  
Intelligent energy optimization for advanced IoT analytics edge computing on wireless sensor networks Journal article
International Journal of Distributed Sensor Networks, 2020,Volume: 16,Issue: 7
Authors:  Agbehadji,Israel Edem;  Frimpong,Samuel Ofori;  Millham,Richard C.;  Fong,Simon James;  Jung,Jason J.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
clustering algorithm  Edge computing  heterogeneous energy environment  Internet of things  Kestrel-based search algorithm  wireless sensor network  
Bio-inspired energy efficient clustering approach for wireless sensor networks Conference paper
Proceedings - 2019 International Conference on Wireless Networks and Mobile Communications, WINCOM 2019
Authors:  Agbehadji,Israel Edem;  Millham,Richard C.;  Fong,Simon James;  Jung,Jason J.;  Bui,Khac Hoai Nam;  Abayomi,Abdultaofeek;  Frimpong,Samuel Ofori
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Clustering algorithm  Edge computing  Heterogeneous environment  Internet of things (IoT) analytics  Kestrel-based search algorithm  Load balancing  Wireless sensor network  
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:  Li,Tengyue;  Fong,Simon;  Millham,Richard C.;  Fiaidhi,Jinan;  Mohammed,Sabah
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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:  Agbehadji,Israel Edem;  Millham,Richard C.;  Fong,Simon James;  Yang,Hongji
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Feature subset selection  Filter method  Kestrel-based search algorithm  Meta-heuristic algorithm  Random encircling and imitative behaviour  REIM  Wrapper method  
Dynamic group optimisation algorithm for training feed-forward neural networks Journal article
NEUROCOMPUTING, 2018,Volume: 314,Page: 1-19
Authors:  Tang, Rui;  Fong, Simon;  Deb, Suash;  Vasilakos, Athanasios V.;  Millham, Richard C.
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Dynamic group optimisation algorithm  Metaheuristic algorithm  Neural network  
Elephant search algorithm applied to data clustering Conference paper
Authors:  Deb, Suash;  Tian, Zhonghuan;  Fong, Simon;  Wong, Raymond;  Millham, Richard;  Wong, Kelvin K. L.
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Data clustering  Elephant search algorithm  Meta-heuristic  Time series clustering  
Bioinspired Computational Approach to Missing Value Estimation Journal article
MATHEMATICAL PROBLEMS IN ENGINEERING, 2018
Authors:  Agbehadji, Israel Edem;  Millham, Richard C.;  Fong, Simon James;  Yang, Hongji
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A scalable bluetooth low energy design model for sensor detection for an indoor real time location system Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Melbourne, VIC, Australia, 7 2, 2018 - 7 5, 2018
Authors:  Pancham, Jay;  Millham, Richard;  Fong, Simon James
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/11/06