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Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learni Journal article
Future Generation Computer Systems, 2022,Volume: 133,Issue: 1,Page: 10-22
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven;  Chang, Victor
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Machine Learning  Deep Learning  Multi-class Classification  Parameter Optimization  Classification Model Training  Medical Dataset  Radiological Images Recognition  
Public transport for Smart cities: Recent Innovations and future challenges Journal article
European Journal of Operational Research, 2022
Authors:  KUO, Y.-H.;  Janny M.Y. Leung;  YAN, Yimo
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Transportation  Public Transit  Smart Cities  Analytics  Survey  
Culture and social change in mothers’ and fathers’ individualism, collectivism, and parenting attitudes Journal article
Social Sciences, 2021,Volume: 10,Page: 459
Authors:  Jennifer E. Lansford;  Susannah Zietz;  Suha M. Al-Hassan;  Dario Bacchini;  Marc H. Bornstein;  Lei Chang;  Kirby Deater-Deckard;  Laura Di Giunta
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Authoritarian  Collectivism  Culture  Historical Perspective  Individualism  International  Parenting Attitudes  Social Change  
Hybrid scatter and ant search feature subset selection: applications in classification problems Conference paper
TARTU, 16/11/2021
Authors:  Tallón-Ballesteros, Antonio J.;  Correia, Luís;  Fong, Simon
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Computational Modeling  Metaheuristics  Machine Learning  Predictive Models  Search Problems  Feature Extraction  
Meta-zoo-heuristic algorithms Conference paper
7th International Conference on Innovative Computing Technology, INTECH 2017, Luton, UK, 16-18 Aug. 2017
Authors:  Simon Fong
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Meta-heuristics  Bio-inspired Optimization Algorithms  Ensemble Optimization  
Cross entropy method based hybridization of dynamic group optimization algorithm Journal article
Entropy, 2017,Volume: 19,Issue: 10
Authors:  Rui Tang;  Simon Fong;  Nilanjan Dey;  Raymond K. Wong;  Sabah Mohammed
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Entropy-based  Meta-heuristics  Dynamic Group Optimization Algorithm  
How meta-heuristic algorithms contribute to deep learning in the hype of big data analytics Conference paper
Progress in Intelligent Computing Techniques: Theory, Practice, and Applications, Rourkela, INDIA, SEP 22-24, 2016
Authors:  Simon Fong;  Suash Deb;  Xin-she Yang
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Deep Learning  Meta-heuristic Algorithm  Neural Network Training  Nature-inspired Computing Algorithms  Algorithm Design  
Optimizing self-adaptive gender ratio of elephant search algorithm by min-max strategy Conference paper
2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2016, Changsha, China, 13-15 Aug. 2016
Authors:  Zhonghuan Tian;  Simon Fong;  Raymond Wong;  Millham R.
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Elephant Search Algorithm  Parameter Tuning  Self-adaptive  Min-max Strategy  Meta-heuristics  
Wolf search algorithm for numeric association rule mining Conference paper
Proceedings of 2016 IEEE International Conference on Cloud Computing and Big Data Analysis, ICCCBDA 2016, Chengdu, China, 5-7 July 2016
Authors:  Israel Edem Agbehadji;  Simon Fong;  Richard Millham
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Big Data  Wolf Search Algorithm  Particle Swarm Optimization Algorithm  Numeric Association Rule Mining