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A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data Journal article
Jinyan Li, Yaoyang Wu, Simon Fong, Antonio J. Tallón‑Ballesteros, Xin‑she Yang, Sabah Mohammed, Feng Wu. A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data[J]. Journal of Supercomputing, 2022, 78(5), 7428-7463.
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Antonio J. Tallón‑Ballesteros;  Xin‑she Yang; et al.
Favorite | TC[WOS]:17 TC[Scopus]:21  IF:2.5/2.4 | Submit date：2022/05/04
Binary Pso  Ensemble  Imbalanced Classification  Integrity  Multi-objective  Under-sampling  
White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment Journal article
Tengyue Li, Simon Fong, Shirley W.I. Siu, Xin-she Yang, Lian-Sheng Liu, Sabah Mohammed. White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment[J]. Computer Methods and Programs in Biomedicine, 2020, 197.
Authors:  Tengyue Li;  Simon Fong;  Shirley W.I. Siu;  Xin-she Yang;  Lian-Sheng Liu; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:4.9/5.5 | Submit date：2021/03/09
Data Mining Methodology  Deep Learning  Bayesian Network  Radiological Data Analysis  
Fusing wearable and remote sensing data streams by fast incremental learning with swarm decision table for human activity recognition Journal article
Tengyue Li, Simon Fong, Kelvin K.L. Wong, Ying Wu, Xin-she Yang, Xuqi Li. Fusing wearable and remote sensing data streams by fast incremental learning with swarm decision table for human activity recognition[J]. Information Fusion, 2020, 60, 41-64.
Authors:  Tengyue Li;  Simon Fong;  Kelvin K.L. Wong;  Ying Wu;  Xin-she Yang; et al.
Favorite | TC[WOS]:34 TC[Scopus]:38  IF:14.7/16.1 | Submit date：2021/03/09
Kinect Depth Sensor  Wearable Sensor  Data Mining  Classification Model  Feature Selection  
White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis Journal article
Tengyue Li, Simon Fong, Lian-Sheng Liu, Xin-She Yang, Xingshi He, Jinan Fiaidhi, Sabah Mohammed. White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis[J]. IT Professional, 2019, 21(5), 71-77.
Authors:  Tengyue Li;  Simon Fong;  Lian-Sheng Liu;  Xin-She Yang;  Xingshi He; et al.
Favorite | TC[WOS]:5 TC[Scopus]:4  IF:2.2/2.5 | Submit date：2021/03/09
Swarm Intelligence: Today and Tomorrow Conference paper
Xin-She Yang, Suash Deb, Simon Fong, Yuxin Zhao, Xingshi He. Swarm Intelligence: Today and Tomorrow[C]:IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, 2017, 219-223.
Authors:  Xin-She Yang;  Suash Deb;  Simon Fong;  Yuxin Zhao;  Xingshi He
Favorite | TC[WOS]:3 TC[Scopus]:9 | Submit date：2019/02/13
Algorithm  Bat Algorithm  Complex Systems  Cuckoo Search  Firefly Algorithml Metaheuristic  Nature-inspired  Optimization  Pso  Self-organization  Swarm Intelligence  
Swarm intelligence: past, present and future Journal article
Xin-She Yang, Suash Deb, Yu-Xin Zhao, Simon Fong, Xingshi He. Swarm intelligence: past, present and future[J]. Soft Computing, 2017, 22(18), 5923-5933.
Authors:  Xin-She Yang;  Suash Deb;  Yu-Xin Zhao;  Simon Fong;  Xingshi He
Favorite | TC[WOS]:72 TC[Scopus]:94 | Submit date：2019/02/13
Swarm Intelligence  Nature-inspired Algorithms  Optimization  Self-organization  Bioinspired Computing  Metaheuristics  
How meta-heuristic algorithms contribute to deep learning in the hype of big data analytics Conference paper
Simon Fong, Suash Deb, Xin-she Yang. How meta-heuristic algorithms contribute to deep learning in the hype of big data analytics[C]:SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2017, 3-25.
Authors:  Simon Fong;  Suash Deb;  Xin-she Yang
Favorite | TC[WOS]:38 TC[Scopus]:49 | Submit date：2019/02/13
Deep Learning  Meta-heuristic Algorithm  Neural Network Training  Nature-inspired Computing Algorithms  Algorithm Design  
From Swarm Intelligence to Metaheuristics: Nature-Inspired Optimization Algorithms Journal article
Xin-She Yang, Suash Deb, Simon Fong, Xingshi He, Yu-Xin Zhao. From Swarm Intelligence to Metaheuristics: Nature-Inspired Optimization Algorithms[J]. Computer, 2016, 49(9), 52-59.
Authors:  Xin-She Yang;  Suash Deb;  Simon Fong;  Xingshi He;  Yu-Xin Zhao
Favorite | TC[WOS]:53 TC[Scopus]:71  IF:2.0/2.6 | Submit date：2018/11/06
A heuristic optimization method inspired by wolf preying behavior Journal article
Simon Fong, Suash Deb, Xin-She Yang. A heuristic optimization method inspired by wolf preying behavior[J]. Neural Computing and Applications, 2015, 26(7), 1725–1738.
Authors:  Simon Fong;  Suash Deb;  Xin-She Yang
Favorite | TC[WOS]:39 TC[Scopus]:46  IF:4.5/4.7 | Submit date：2018/10/30
Metaheuristic  Bio-inspired Optimization  Wolf Search Algorithm  
Towards Enhancement of Performance of K-Means Clustering Using Nature-Inspired Optimization Algorithms Journal article
Simon Fong, Suash Deb, Xin-She Yang, Yan Zhuang. Towards Enhancement of Performance of K-Means Clustering Using Nature-Inspired Optimization Algorithms[J]. Scientific World Journal, 2014, 2014.
Authors:  Simon Fong;  Suash Deb;  Xin-She Yang;  Yan Zhuang
Favorite | TC[WOS]:18 TC[Scopus]:32  IF:1.219/1.300 | Submit date：2019/02/13