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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
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Distributed Energy Efficient Clustering  Energy optimization  Heterogeneous wireless sensor network  Kestrel-based search algorithm (KSA)  Wolf Search Algorithm with Minus Step Previous (WSAMP)  
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.
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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
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Clustering algorithm  Edge computing  Heterogeneous environment  Internet of things (IoT) analytics  Kestrel-based search algorithm  Load balancing  Wireless sensor network  
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  
Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets Conference paper
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, FedCSIS 2018
Authors:  Azbehadji I.E.;  Millham R.;  Fong S.J.;  Yang H.
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2019/02/13
Deep learning  Kestrel-based search algorithm  Long short term memory network  Random encircling  
Kestrel-Based Search Algorithm for Association Rule Mining and Classification of Frequently Changed Items Conference paper
Proceedings - 2016 8th International Conference on Computational Intelligence and Communication Networks, CICN 2016
Authors:  Agbehadji I.E.;  Millham R.;  Fong S.
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2019/02/13
Association rule mining  big data environment  classification  frequently changed items  kestrel-based search algorithm