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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.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
adaptive windowing  biomedical healthcare  Data stream mining  metaheuristics  pre-processing  sensor  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Bayesian network  Data mining methodology  Deep learning  Radiological data analysis  
Comparison of Sleep Disturbances Between Older Nursing Home Residents in High- and Low-Altitude Areas Journal article
Journal of Geriatric Psychiatry and Neurology, 2020,Volume: 33,Issue: 6,Page: 370-376
Authors:  Liu,Shou;  Chow,Ines H.I.;  Lu,Li;  Ren,Yan Ming;  Yang,Hui Lian;  Jian,Sheng Yan;  Ng,Chee H.;  Ungvari,Gabor S.;  Wang,Fei;  Xiang,Yu Tao
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/03/02
high altitude  older adults  quality of life  sleep disturbance  
White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis Journal article
IT Professional, 2019,Volume: 21,Issue: 5,Page: 71-77
Authors:  Li,Tengyue;  Fong,Simon;  Liu,Lian Sheng;  Yang,Xin She;  He,Xingshi;  Mohammed,Sabah;  Fiaidhi,Jinan
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets Journal article
Multimedia Tools and Applications, 2019,Volume: 78,Issue: 15,Page: 20913-20933
Authors:  Li,Jinyan;  Fong,Simon;  Liu,Lian sheng;  Dey,Nilanjan;  Ashour,Amira S.;  Moraru,Luminița
Favorite |  | TC[WOS]:4 TC[Scopus]:9 | Submit date:2021/03/09
Bat algorithm  Dynamic multi-objective  Feature selection  Medical X-ray image  Meta-heuristic  Rebalancing  
A Survey of Data Mining and Deep Learning in Bioinformatics Journal article
JOURNAL OF MEDICAL SYSTEMS, 2018,Volume: 42,Issue: 8
Authors:  Lan, Kun;  Wang, Dan-tong;  Fong, Simon;  Liu, Lian-sheng;  Wong, Kelvin K. L.;  Dey, Nilanjan
Favorite |  | TC[WOS]:61 TC[Scopus]:80 | Submit date:2018/10/30
Bioinformatics  Biomedicine  Data mining  Machine learning  Deep learning  
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
PLOS ONE, 2017,Volume: 12,Issue: 7
Authors:  Li, Jinyan;  Liu, Lian-Sheng;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick;  Wong, Kelvin K. L.
Favorite |  | TC[WOS]:8 TC[Scopus]:10 | Submit date:2018/10/30
Early Diagnosis of Alzheimer Disease Using Instance-Based Learning Techniques Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1111-1118
Authors:  Khan, Aunsia;  Liu, Lian-Sheng;  Usman, Muhammad;  Fong, Simon
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2019/02/13
Alzheimer's Disease  Computer Aided Diagnosis  Machine Learning