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Dynamic swarm class rebalancing for the process mining of rare events Journal article
Journal of Supercomputing, 2021
Authors:  Li,Jinyan;  Wu,Yaoyang;  Fong,Simon;  Wong,Raymond K.;  Chu,Victor W.;  Ong,Kok leong;  Wong,Kelvin K.L.
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Class imbalance  Classification  Meta-heuristic  Over-sampling  Process mining  Under-sampling  
CNN-based 3D object classification using Hough space of LiDAR point clouds Journal article
Human-centric Computing and Information Sciences, 2020,Volume: 10,Issue: 1
Authors:  Song,Wei;  Zhang,Lingfeng;  Tian,Yifei;  Fong,Simon;  Liu,Jinming;  Gozho,Amanda
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3D object classification  CNN  Hough space  LiDAR point clouds  
Pattern Mining Approaches Used in Social Media Data Journal article
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, 2020,Volume: 28,Issue: Supp02,Page: 123-152
Authors:  Chaki,Jyotismita;  Dey,Nilanjan;  Panigrahi,B. K.;  Shi,Fuqian;  Fong,Simon James;  Sherratt,R. Simon
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classification  clustering  feature extraction  feature selection  pattern mining  pre-processing  Social media  
Classification of pure conduct disorder from healthy controls based on indices of brain networks during resting state Journal article
Medical and Biological Engineering and Computing, 2020,Volume: 58,Issue: 9,Page: 2071-2082
Authors:  Zhang,Jiang;  Liu,Yuyan;  Luo,Ruisen;  Du,Zhengcong;  Lu,Fengmei;  Yuan,Zhen;  Zhou,Jiansong;  Li,Shasha
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Classification scheme  Conduct disorder  Feature selection  Functional magnetic resonance imaging  Small-world networks  
Fusing wearable and remote sensing data streams by fast incremental learning with swarm decision table for human activity recognition Journal article
Information Fusion, 2020,Volume: 60,Page: 41-64
Authors:  Li,Tengyue;  Fong,Simon;  Wong,Kelvin K.L.;  Wu,Ying;  Yang,Xin she;  Li,Xuqi
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Classification model  Data mining  Feature selection  Kinect depth sensor  Wearable sensor  
Teng-Yue algorithm: A novel metaheuristic search method for fast cancer classification Conference paper
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion
Authors:  Li,Tengyue;  Fong,Simon;  Tallón-Ballesteros,Antonio J.
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Accuracy  Feature engineering  Interpretability  Medical data classification  Novel metaheuristics  Search algorithm  
Quality enhancement of stochastic feature subset selection via genetic algorithms. Assessment in bioinformatics data sets Conference paper
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion
Authors:  Tallón-Ballesteros,Antonio J.;  Li,Tengyue;  Fong,Simon
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Attribute selection  Classification  Data analytics  Feature subset selection  Multiple class problems  
Generative and Discriminative Fuzzy Restricted Boltzmann Machine Learning for Text and Image Classification Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 5,Page: 2237-2248
Authors:  Chen,C. L.Philip;  Feng,Shuang
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Discriminative learning  fuzzy number  Gaussian fuzzy restricted Boltzmann machine (GFRBM)  image classification  
Variants of DNA mismatch repair genes derived from 33,998 Chinese individuals with and without cancer reveal their highly ethnic-specific nature Journal article
European Journal of Cancer, 2020,Volume: 125,Page: 12-21
Authors:  Zhang,Li;  Bhaskaran,Shanmuga Priya;  Huang,Teng;  Dong,Hui;  Chandratre,Khyati;  Wu,Xiaobing;  Qin,Zixin;  Wang,Xiaoyu;  Cao,Wenming;  Chen,Tianhui;  Lynch,Henry;  Wang,San Ming
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Cancer  Chinese  Classification  Ethnicity  MMR genes  Mutation  
An adaptive workload-aware power consumption measuring method for servers in cloud data centers Journal article
Computing, 2020
Authors:  Lin,Weiwei;  Zhang,Yufeng;  Wu,Wentai;  Fong,Simon;  He,Ligang;  Chang,Jia
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Cloud server  Power measurement  Power model  Workload classification  Workload-aware