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Broad Learning with Attribute Selection for Rheumatoid Arthritis Conference paper
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Toronto, ON, Canada, 11-14 Oct. 2020
Authors:  Jie Yang;  Shigao Huang;  Rui Tang;  Quanyi Hu;  Kun Lan;  Han Wang;  Qi Zhao;  Simon Fong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/04
Broad Learning  Attribute Selection  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:  Kun Lan;  Liansheng Liu;  Tengyue Li;  Yuhao Chen;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong;  Rui Tang
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Convolutional Neural Network  Leader And Long-tail  Particle Swarm Optimization  Parameter Optimization  Heart Disease  Breast Cancer  
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, Nairobi, Kenya, 21-22 Nov. 2018
Authors:  Kun Lan;  Tengyue Li;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
Convolution Neural Network  Pso  Hyperparameter Optimization  Ctg  Breast Cancer  
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2019,Volume: 15,Issue: 1,Page: 15-35
Authors:  Kun Lan;  Simon Fong;  Lian-Sheng Liu;  Raymond K. Wong;  Nilanjan Dey;  Richard C. Millham;  Kelvin K.L. Wong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Data Stream Mining  Biomedical Healthcare  Sensor  Pre-processing  Metaheuristics  Adaptive Windowing  
A Survey of Data Mining and Deep Learning in Bioinformatics Journal article
JOURNAL OF MEDICAL SYSTEMS, 2018,Volume: 42,Issue: 8
Authors:  Kun Lan;  Dan-tong Wang;  Simon Fong;  Lian-sheng Liu;  Kelvin K. L. Wong;  Nilanjan Dey
Favorite |  | TC[WOS]:71 TC[Scopus]:91 | Submit date:2018/10/30
Bioinformatics  Biomedicine  Data Mining  Machine Learning  Deep Learning  
Self-adaptive pre-processing methodology for big data stream mining in internet of things environmental sensor monitoring Journal article
Symmetry, 2017,Volume: 9,Issue: 10
Authors:  Kun Lan;  Simon Fong;  Wei Song;  Athanasios V. Vasilakos;  Richard C. Millham
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2019/02/13
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
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/02/13
Biosignal Classification  Time-series Pre-processing  Data Mining  Medical Informatics  
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
Ensemble Data Mining  Clinical Decision Support  Rule-based System  Medical Informatics