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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 |
