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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  
Broad Learning with Attribute Selection for Rheumatoid Arthritis Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020,Volume: 2020-October,Page: 552-558
Authors:  Yang,Jie;  Huang,Shigao;  Tang,Rui;  Hu,Quanyi;  Lan,Kun;  Wang,Han;  Zhao,Qi;  Fong,Simon
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/04
Attribute Selection  Broad Learning  Disease Pre-diction  Rheumatoid Arthritis  
Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 19,Page: 15469-15488
Authors:  Lan,Kun;  Liu,Liansheng;  Li,Tengyue;  Chen,Yuhao;  Fong,Simon;  Marques,Joao Alexandre Lobo;  Wong,Raymond K.;  Tang,Rui
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Breast cancer  Convolutional neural network  Heart disease  Leader and long-tail  Parameter optimization  Particle swarm optimization  
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]:65 TC[Scopus]:84 | Submit date:2018/10/30
Bioinformatics  Biomedicine  Data mining  Machine learning  Deep learning  
Multi-view Convolution Neural Network with Swarm Search Based Hyperparameter Optimization for Enhancing Heart Disease and Breast Cancer Detection Conference paper
5th International Conference on Soft Computing and Machine Intelligence, ISCMI 2018
Authors:  Lan,Kun;  Li,Tengyue;  Fong,Simon;  Marques,Joao Alexandre Lobo;  Wong,Raymond K.
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Breast cancer  Convolution neural network  CTG  Hyperparameter optimization  PSO  
Potential molecular mechanisms for fruiting body formation of Cordyceps illustrated in the case of Cordyceps sinensis Journal article
Mycology, 2017,Volume: 8,Issue: 4,Page: 231-258
Authors:  Feng,Kun;  Wang,Lan ying;  Liao,Dong jiang;  Lu,Xin peng;  Hu,De jun;  Liang,Xiao;  Zhao,Jing;  Mo,Zi yao;  Li,Shao ping
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Cordyceps sinensis  fruiting body formation  molecular mechanism  Proteomics  signal pathway  
Self-Adaptive Pre-Processing Methodology for Big Data Stream Mining in Internet of Things Environmental Sensor Monitoring Journal article
SYMMETRY-BASEL, 2017,Volume: 9,Issue: 10
Authors:  Lan, Kun;  Fong, Simon;  Song, Wei;  Vasilakos, Athanasios V.;  Millham, Richard C.
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2018/10/30
data stream pre-processing  self-adaptive segmentation  clustering-based particle swarm optimization (CPSO)  Internet of Things (IoT) datasets  
Classifying Human Voices by Using Hybrid SFX Time-Series Preprocessing and Ensemble Feature Selection Journal article
BioMed Research International, 2013,Volume: 2013
Authors:  Simon Fong;  Kun Lan;  Raymond Wong
Favorite |  | TC[WOS]:9 TC[Scopus]:15 | Submit date:2019/02/13
A time-series pre-processing methodology for biosignal classification using statistical feature extraction Conference paper
Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2013, Innsbruck, Austria, February 13 - 15, 2013
Authors:  Simon Fong;  Kun Lan;  Paul Sun;  Sabah Mohammed;  Jinan Fiaidhi
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Biosignal Classification  Data Mining  Medical Informatics  Time-series Pre-processing  
Rule Generation and Evaluation by Data Mining Ensembles for Clinical Decision Support Conference paper
Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2013, Innsbruck, Austria, February 13 - 15, 2013
Authors:  Simon Fong;  Luke Lu;  Kun Lan;  Osama Mohammed;  Jinan Fiaidhi;  Sabah Mohammed
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Clinical Decision Support  Ensemble Data Mining  Medical Informatics  Rule-based System