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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.
 Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09 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
 Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09 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
 Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09 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
 Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/04 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
 Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09 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.
 Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09 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
 Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09 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
 Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09 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
 Favorite | View/Download:0/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/02 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
 Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09 Cloud server Power measurement Power model Workload classification Workload-aware |