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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
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View/Download:7/0
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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.
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View/Download:3/0
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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
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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.
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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
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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
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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
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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
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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
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View/Download:58/0
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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
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  |  
View/Download:13/0
  |  
Submit date:2018/10/30
Artificial Intelligence
Machine Learning Algorithms
Fuzzy Logic
Image Mining
Health Care