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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]:8 | Submit date:2021/03/09
Bat algorithm  Dynamic multi-objective  Feature selection  Medical X-ray image  Meta-heuristic  Rebalancing  
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]:4 | Submit date:2019/02/13
Deep learning  Kestrel-based search algorithm  Long short term memory network  Random encircling  
Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
View | Adobe PDF | Favorite |  | TC[WOS]:22 TC[Scopus]:28 | Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
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
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2018/10/30
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  
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
PLOS ONE, 2017,Volume: 12,Issue: 7
Authors:  Li, Jinyan;  Liu, Lian-Sheng;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick;  Wong, Kelvin K. L.
Favorite |  | TC[WOS]:6 TC[Scopus]:10 | Submit date:2018/10/30
Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3708–3728
Authors:  Jinyan Li;  Simon Fong;  Sabah Mohammed;  Jinan Fiaidhi
Favorite |  | TC[WOS]:19 TC[Scopus]:24 | Submit date:2018/10/30
Imbalanced Biological Data  Medical Classification  Parameter Optimization  Swarm Algorithm  
Solving imbalanced dataset problems for high-dimensional image processing by swarm optimization Book
2016
Authors:  Li J.;  Fong S.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/13
Feature selection  Imbalanced dataset  Multimedia and image dataset  Optimization  Swarm intelligence algorithm  
Solving imbalanced dataset problems for high-dimensional image processing by swarm optimization Book chapter
出自: Bio-Inspired Computation and Applications in Image Processing, 2016, 页码: 311-321
Authors:  Li,J.;  Fong,S.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Feature selection  Imbalanced dataset  Multimedia and image dataset  Optimization  Swarm intelligence algorithm  
Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1102-1110
Authors:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian;  Tan, Zhen
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm