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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
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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
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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
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TC[WOS]:
0
TC[Scopus]:
0
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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
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TC[WOS]:
0
TC[Scopus]:
0
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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
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TC[WOS]:
0
TC[Scopus]:
0
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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
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TC[WOS]:
0
TC[Scopus]:
0
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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
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TC[WOS]:
0
TC[Scopus]:
0
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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
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TC[WOS]:
1
TC[Scopus]:
3
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Submit date:2019/02/13
Particle Swarm Optimization (Pso)
Neural Networks
Feature Selection
Generative Algorithms