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Postboosting Using Extended G-Mean for Online Sequential Multiclass Imbalance Learning Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 12,Page: 6163-6177
Authors:  Vong, Chi-Man;  Du, Jie;  Wong, Chi-Man;  Cao, Jiu-Wen
Favorite  |  View/Download:7/0  |  Submit date:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning  
Counting passengers in public buses by sensing carbon dioxide concentration: Data collection and machine learning Conference paper
ACM International Conference Proceeding Series
Authors:  Li T.;  Fong S.;  Yang L.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
CO2 sensor  Human occupancy estimation  Machine learning  Neural network  
Empirical kernel map-based multilayer extreme learning machines for representation learning Journal article
NEUROCOMPUTING, 2018,Volume: 310,Page: 265-276
Authors:  Chi-Man Vong;  Chen, Chuangquan;  Wong, Pak-Kin
Favorite  |  View/Download:62/0  |  Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Empirical Kernel Map (Ekm)  Representation Learning  Stacked Autoencoder (Sae)  
Toward Secure Image Denoising: A Machine Learning Based Realization Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Calgary, CANADA, APR 15-20, 2018
Authors:  Zheng Y.;  Wang C.;  Zhou J.
Favorite  |  View/Download:7/0  |  Submit date:2018/12/22
Cloud Computing  Image Denoising  Machine Learning  Neural Network  Privacy  
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:12/0  |  Submit date:2018/10/30
Bioinformatics  Biomedicine  Data mining  Machine learning  Deep learning  
Fault diagnosis of rotating machinery based on multiple probabilistic classifiers Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 108,Page: 99-114
Authors:  Zhong, Jian-Hua;  Wong, Pak Kin;  Yang, Zhi-Xin
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Intelligent Classifier: A Tool to Impel Drug Technology Transfer from Academia to Industry Journal article
Journal of Pharmaceutical Innovation, 2018,Page: 1-7
Authors:  Hui-Heng Lin;  Defang Ouyang;  Yuanjia Hu
Favorite  |  View/Download:5/0  |  Submit date:2019/01/23
University Patents  Patent Licensing  Machine Learning Prediction  Support Vector Machine  Pharmaceutical Patents  Technology Transfer  
Adaptive air-fuel ratio control of dual-injection engines under biofuel blends using extreme learning machine Journal article
ENERGY CONVERSION AND MANAGEMENT, 2018,Volume: 165,Page: 66-75
Authors:  Wong, Ka In;  Wong, Pak Kin
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Biofuel  Dual-injection  Air fuel ratio control  Adaptive control  Extreme learning machine  
Efficient extreme learning machine via very sparse random projection Journal article
SOFT COMPUTING, 2018,Volume: 22,Issue: 11,Page: 3563-3574
Authors:  Chen, Chuangquan;  Vong, Chi-Man;  Wong, Chi-Man;  Wang, Weiru;  Wong, Pak-Kin
Favorite  |  View/Download:58/0  |  Submit date:2018/10/30
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer  
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:13/0  |  Submit date:2018/10/30
Artificial Intelligence  Machine Learning Algorithms  Fuzzy Logic  Image Mining  Health Care