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Teng-Yue algorithm: A novel metaheuristic search method for fast cancer classification Conference paper
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion
Authors:  Li,Tengyue;  Fong,Simon;  Tallón-Ballesteros,Antonio J.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Accuracy  Feature engineering  Interpretability  Medical data classification  Novel metaheuristics  Search algorithm  
Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets Journal article
Multimedia Tools and Applications, 2019,Volume: 78,Issue: 15,Page: 20913-20933
Authors:  Li,Jinyan;  Fong,Simon;  Liu,Lian sheng;  Dey,Nilanjan;  Ashour,Amira S.;  Moraru,Luminița
Favorite |  | TC[WOS]:4 TC[Scopus]:9 | Submit date:2021/03/09
Bat algorithm  Dynamic multi-objective  Feature selection  Medical X-ray image  Meta-heuristic  Rebalancing  
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.
Favorite |  | TC[WOS]:10 TC[Scopus]:11 | Submit date:2018/10/30
Dynamic group optimisation algorithm  Metaheuristic algorithm  Neural network  
A hybrid cuckoo search and differential evolution approach to protein–ligand docking Journal article
International Journal of Molecular Sciences, 2018,Volume: 19,Issue: 10
Authors:  Lin H.;  Siu S.W.I.
Favorite |  | TC[WOS]:2 TC[Scopus]:5 | Submit date:2019/04/04
Autodock vina  Conformational search  Cuckoo search  CuckooVina  Differential evolution  Metaheuristic  Optimization  PSOvina  Structure-based drug design  
Clustering big IoT data by metaheuristic optimized mini-batch and parallel partition-based DGC in Hadoop Journal article
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018,Volume: 86,Page: 1395-1412
Authors:  Tang, Rui;  Fong, Simon
Favorite |  | TC[WOS]:12 TC[Scopus]:14 | Submit date:2018/10/30
Metaheuristic  Partitioning  Clustering  Hadoop  IoT data  Data fusion  
Meta-zoo-heuristic algorithms Conference paper
7th International Conference on Innovative Computing Technology, INTECH 2017
Authors:  Fong S.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
bio-inspired optimization algorithms  ensemble optimization  Meta-heuristics  
Swarm Intelligence: Today and Tomorrow Conference paper
Proceedings - 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016
Authors:  Yang X.-S.;  Fong S.;  He X.;  Deb S.;  Zhao Y.
Favorite |  | TC[WOS]:0 TC[Scopus]:8 | Submit date:2019/02/13
Algorithm  bat algorithm  complex systems  cuckoo search  firefly algorithml metaheuristic  nature-inspired  optimization  PSO  self-organization  swarm intelligence  
Rhinoceros Search Algorithm Conference paper
Proceedings - 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016
Authors:  Tian Z.;  Fong S.;  Tang R.;  Deb S.;  Wong R.
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/02/13
elephant search algorithm  meta-heuristic  optimization problems  Rhinoceros search algorithm  
Self-Adaptive Pre-Processing Methodology for Big Data Stream Mining in Internet of Things Environmental Sensor Monitoring Journal article
SYMMETRY-BASEL, 2017,Volume: 9,Issue: 10
Authors:  Lan, Kun;  Fong, Simon;  Song, Wei;  Vasilakos, Athanasios V.;  Millham, Richard C.
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2018/10/30
data stream pre-processing  self-adaptive segmentation  clustering-based particle swarm optimization (CPSO)  Internet of Things (IoT) datasets  
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:  Lan K.;  Fong S.;  Song W.;  Vasilakos A.V.;  Millham R.C.
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2019/02/13
Clustering-based particle swarm optimization (CPSO)  Data stream pre-processing  Internet of Things (IoT) datasets  Self-adaptive segmentation