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A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data Journal article
Journal of Supercomputing, 2022,Volume: 78,Issue: 5,Page: 7428-7463
Authors:  Li, Jinyan;  Wu, Yaoyang;  Fong, Simon;  Tallón-Ballesteros, Antonio J.;  Yang, Xin she;  Mohammed, Sabah;  Wu, Feng
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/05/04
Binary Pso  Ensemble  Imbalanced Classification  Integrity  Multi-objective  Under-sampling  
Artificial intelligence in ophthalmopathy and ultra-wide field image: A survey Journal article
Expert Systems with Applications, 2021,Volume: 182
Authors:  Yang, Jie;  Fong, Simon;  Wang, Han;  Hu, Quanyi;  Lin, Chen;  Huang, Shigao;  Shi, Jian;  Lan, Kun;  Tang, Rui;  Wu, Yaoyang;  Zhao, Qi
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/12/08
Deep Learning  Machine Learning  Ophthalmopathy  Ultra-wide Field (Uwf) Imaging  
Dynamic swarm class rebalancing for the process mining of rare events Journal article
The Journal of Supercomputing, 2021,Volume: 77,Page: 7549-7583
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Raymond K. Wong;  Victor W. Chu;  Kok‑leong Ong;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Process Mining  Class Imbalance  Classification  Meta-heuristic  Over-sampling  Under-sampling  
Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW, Sorrento, Italy, 17-20 Nov. 2020
Authors:  Tengyue Li;  Simon Fong;  Yaoyang Wu;  Antonio J. Tallón-Ballesteros
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Study of the influence on beauty brands and their products from Chinese social network – From the perspective of big data Conference paper
ACM International Conference Proceeding Series, Beijing China, 24 October, 2018- 26 October, 2018
Authors:  Yaoyang Wu;  Simon Fong;  Tengyue Li
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Social Network  Weibo  Beauty Brand  Beauty Product  
A novel algorithm for neural network architecture generation, parameter optimization and feature selection - ParFeatArch generator Conference paper
ISMSI '18: Proceedings of the 2nd International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence, Phuket Thailand, 24 March, 2018- 25 March, 2018
Authors:  Ricardo Brito;  Simon Fong;  Yaoyang WU;  Suash Deb
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Particle Swarm Optimization (Pso)  Neural Networks  Feature Selection  Generative Algorithms  
General precautions against security threats for computer networks in SMEs: From the perspective of big data and IOT Conference paper
BDIOT2017: Proceedings of the International Conference on Big Data and Internet of Thing, London United Kingdom, 20 December, 2017- 22 December, 2017
Authors:  Yaoyang Wu;  Simon Fong;  Yan Zhuang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Computer Network Security  Security Threats  Sme  
Generating neural networks with optimal features through particle swarm optimization Conference paper
BDIOT2017: Proceedings of the International Conference on Big Data and Internet of Thing, London United Kingdom, 20 December, 2017- 22 December, 2017
Authors:  Ricardo Brito;  Simon Fong;  Yan Zhuang;  Yaoyang Wu
Favorite |  | TC[WOS]:1 TC[Scopus]:3 | Submit date:2019/02/13
Particle Swarm Optimization (Pso)  Neural Networks  Feature Selection  Generative Algorithms