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Regularized robust Broad Learning System for uncertain data modeling Journal article
NEUROCOMPUTING, 2018,Volume: 322,Page: 58-69
Authors:  Jin, Jun-Wei;  Chen, C. L. Philip
Favorite  |  View/Download:17/0  |  Submit date:2018/10/31
Broad Learning System  Outliers  Robustness  Augmented Lagrange Multiplier  Regularization  Laplacian distribution  
Cauchy Matching Pursuit for Robust Sparse Representation and Classification Conference paper
Proceedings - International Conference on Pattern Recognition
Authors:  Wang Y.;  Zou C.;  Tang Y.Y.;  Li L.
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Discriminative graph regularized broad learning system for image recognition Journal article
SCIENCE CHINA-INFORMATION SCIENCES, 2018,Volume: 61,Issue: 11
Authors:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
Favorite  |  View/Download:27/0  |  Submit date:2019/01/17
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recall Journal article
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2018,Volume: 9,Issue: 4,Page: 1197-1221
Authors:  Fong, Simon;  Li, Jiaxue;  Song, Wei;  Tian, Yifei;  Wong, Raymond K.;  Dey, Nilanjan
Favorite  |  View/Download:20/0  |  Submit date:2018/10/30
IoT smart home  Energy prediction  Data stream mining  Classification  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 69,Page: 784-805
Authors:  Li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Swarm intelligence algorithms  Dynamic multi-objective  Big highly imbalanced dataset  Binary classification  Rebalancing algorithm  
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:17/0  |  Submit date:2018/10/30
Bioinformatics  Biomedicine  Data mining  Machine learning  Deep learning  
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:20/0  |  Submit date:2018/10/30
Artificial Intelligence  Machine Learning Algorithms  Fuzzy Logic  Image Mining  Health Care  
Multiview dimension reduction via Hessian multiset canonical correlations Journal article
Information fusion, 2018,Volume: 41,Page: 119-128
Authors:  Liu, Weifeng;  Yang, Xinghao;  Tao, Dapeng;  Cheng, Jun;  Tang, Yuanyan
Favorite  |  View/Download:20/0  |  Submit date:2018/10/30
Multiview  Dimension Reduction  Hessian  Canonical Correlation Analysis  
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:18/0  |  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 improved improved Id3 algorithm for medical data classification Journal article
COMPUTERS & ELECTRICAL ENGINEERING, 2018,Volume: 65,Page: 474-487
Authors:  Shuo Yang;  Jing-Zhi Guo;  Jun-Wei Jin
Favorite  |  View/Download:25/0  |  Submit date:2018/10/30
Id3 Algorithm  Decision Tree  Balance Function  Numeric Attribute Discretization  Rule Representation Of Classifier Model