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RPCA-induced self-representation for subspace clustering Journal article
Neurocomputing, 2021,Volume: 437,Page: 249-260
Authors:  Zhong,Guo;  Pun,Chi Man
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Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
A matrix sampling approach for efficient SimRank computation Journal article
Information Sciences, 2021,Volume: 556,Page: 1-26
Authors:  Lu,Juan;  Gong,Zhiguo;  Yang,Yiyang
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Matrix sampling  SimRank  Steepest descent  
The Power of Bounds: Answering Approximate Earth Mover's Distance with Parametric Bounds Journal article
IEEE Transactions on Knowledge and Data Engineering, 2021,Volume: 33,Issue: 2,Page: 768-781
Authors:  Chan,Tsz Nam;  Yiu,Man Lung;  Leong Hou,U.
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approximation framework  Earth mover's distance  parametric bounds  
Attributed Collaboration Network Embedding for Academic Relationship Mining Journal article
ACM Transactions on the Web, 2021,Volume: 15,Issue: 1
Authors:  Wang,Wei;  Liu,Jiaying;  Tang,Tao;  Tuarob,Suppawong;  Xia,Feng;  Gong,Zhiguo;  King,Irwin
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academic information retrieval  graph learning  Network embedding  scientific collaboration  
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2021,Volume: 15,Issue: 1,Page: 15-35
Authors:  Lan,Kun;  Fong,Simon;  Liu,Lian Sheng;  Wong,Raymond K.;  Dey,Nilanjan;  Millham,Richard C.;  Wong,Kelvin K.L.
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adaptive windowing  biomedical healthcare  Data stream mining  metaheuristics  pre-processing  sensor  
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  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Li,Tengyue;  Fong,Simon;  Siu,Shirley W.I.;  Yang,Xin she;  Liu,Lian Sheng;  Mohammed,Sabah
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Bayesian network  Data mining methodology  Deep learning  Radiological data analysis  
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  
Food bioactive small molecule databases: Deep boosting for the study of food molecular behaviors Journal article
Innovative Food Science and Emerging Technologies, 2020,Volume: 66
Authors:  Yang,Zheng Fei;  Xiao,Ran;  Luo,Fei Jun;  Lin,Qin Lu;  Ouyang,Defang;  Dong,Jie;  Zeng,Wen Bin
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Bioactive data  Food  Food compound  Food database  Small molecule