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An Efficient Fault Diagnostic Method for Three-Phase Induction Motors Based on Incremental Broad Learning and Non-Negative Matrix Factorization Journal article
IEEE Access, 2019,Volume: 7,Page: 17780-17790
Authors:  Jiang S.B.;  Wong P.K.;  Guan R.;  Liang Y.;  Li J.
Favorite | View/Download：34/0 | TC[WOS]:7 TC[Scopus]:13 | Submit date：2019/03/26
Fault Diagnosis  Feature Extraction  Incremental Board Learning  Non-negative Matrix Factorization  Three-phase Induction Motor  
Elephant search algorithm applied to data clustering Conference paper
Authors:  Deb, Suash;  Tian, Zhonghuan;  Fong, Simon;  Wong, Raymond;  Millham, Richard;  Wong, Kelvin K. L.
Favorite | View/Download：26/0 | TC[WOS]:2 TC[Scopus]:5 | Submit date：2018/10/30
Data clustering  Elephant search algorithm  Meta-heuristic  Time series clustering  
Elephant search algorithm applied to data clustering Journal article
Soft Computing, 2018,Volume: 22,Issue: 18,Page: 6035-6046
Authors:  Deb S.;  Tian Z.;  Fong S.;  Wong R.;  Millham R.;  Wong K.K.L.
Favorite | View/Download：9/0 | TC[WOS]:2 TC[Scopus]:5 | Submit date：2019/02/13
Data clustering  Elephant search algorithm  Meta-heuristic  Time series clustering  
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 | View/Download：27/0 | TC[WOS]:35 TC[Scopus]:71 | Submit date：2018/10/30
Bioinformatics  Biomedicine  Data mining  Machine learning  Deep learning  
Learning Multimodal Parameters: A Bare-Bones Niching Differential Evolution Approach Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 7,Page: 2944-2959
Authors:  Gong, Yue-Jiao;  Zhang, Jun;  Zhou, Yicong
Favorite | View/Download：21/0 | TC[WOS]:9 TC[Scopus]:16 | Submit date：2018/10/30
Fitness landscape  Gaussian model  multimodal optimization (MMOP)  neighborhood strategy  neural network ensemble (NNE)  niching  
Learning multimodal parameters: A bare-bones niching differential evolution approach Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 7,Page: 2944-2959
Authors:  Gong Y.-J.;  Zhang J.;  Zhou Y.
Favorite | View/Download：11/0 | TC[WOS]:9 TC[Scopus]:16 | Submit date：2018/12/21
Fitness Landscape  Gaussian Model  Multimodal Optimization (Mmop)  Neighborhood Strategy  Neural Network Ensemble (Nne)  Niching  
p-Laplacian Regularization for Indoor Scene Recognition Journal article
IEEE Transactions on Cybernetics, 2018,Page: 1 - 14
Authors:  Weifeng Liu;  Xueqi Ma;  Yicong Zhou;  Dapeng Tao;  Jun Cheng
Favorite | View/Download：18/0 | TC[WOS]:0 TC[Scopus]:33 | Submit date：2019/03/26
Laplacian Regularization (Lapr)  Manifold Learning  P-laplacian  Scene Recognition  Semi-supervised Learning (Ssl)  
Histogram of Oriented Gradient Based Plantar Pressure Image Feature Extraction and Classification Employing Fuzzy Support Vector Machine Journal article
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018,Volume: 8,Issue: 4,Page: 842-854
Authors:  Wang, Cunlei;  Li, Zairan;  Dey, Nilanjan;  Li, Zhaochun;  Ashour, Amira S.;  Fong, Simon James;  Sherratt, R. Simon;  Wu, Lijun;  Shi, Fuqian
Favorite | View/Download：36/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date：2018/10/30
Artificial Intelligence  Machine Learning Algorithms  Fuzzy Logic  Image Mining  Health Care  
k-Times Markov Sampling for SVMC Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 4,Page: 1328-1341
Authors:  Zou, Bin;  Xu, Chen;  Lu, Yang;  Tang, Yuan Yan;  Xu, Jie;  You, Xinge
Favorite | View/Download：32/0 | TC[WOS]:4 TC[Scopus]:5 | Submit date：2018/10/30
K-times Markov Sampling  Learning Performance  Support Vector Machine Classification (Svmc)  Uniform Ergodic Markov Chain (U.e.m.c.)  
An intelligent propagation distance estimation algorithm based on fundamental frequency energy distribution for periodic vibration localization Journal article
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018,Volume: 355,Issue: 4,Page: 1539-1558
Authors:  Cao, Jiuwen;  Wang, Tianlei;  Shang, Luming;  Lai, Xiaoping;  Vong, Chi-Man;  Chen, Badong
Favorite | View/Download：22/0 | TC[WOS]:7 TC[Scopus]:8 | Submit date：2018/10/30