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Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification
Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors:
Aijun Yang
;
Xuejun Jiang
;
Lianjie Shu
;
Pengfei Liu
Favorite
|
View/Download:12/0
|
TC[WOS]:
1
TC[Scopus]:
1
|
Submit date:2019/08/01
Correlation Prior
High-dimensional Data Classification
Multicategory Support Vector Machine
Sparse Bayesian Method
Nonparametric Bayesian Correlated Group Regression with Applications to Image Classification
Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 11,Page: 5330-5344
Authors:
Luo L.
;
Yang J.
;
Zhang B.
;
Jiang J.
;
Huang H.
Favorite
|
View/Download:13/0
|
TC[WOS]:
7
TC[Scopus]:
10
|
Submit date:2019/04/04
Correlated group regression
expectation-maximization (EM)
robust image classification
scale mixture of matrix Gaussian distribution
sparse Bayesian learning (SBL)
Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification
Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 11,Page: 5330-5344
Authors:
Luo, Lei
;
Yang, Jian
;
Zhang, Bob
;
Jiang, Jielin
;
Huang, Heng
Favorite
|
View/Download:28/0
|
TC[WOS]:
7
TC[Scopus]:
10
|
Submit date:2019/01/17
Correlated group regression
expectation-maximization (EM)
robust image classification
scale mixture of matrix Gaussian distribution
sparse Bayesian learning (SBL)
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:33/0
|
TC[WOS]:
29
TC[Scopus]:
37
|
Submit date:2018/10/30
Rotating Machinery
Automotive Engine
Simultaneous-fault Diagnosis
Sparse Bayesian Extreme Learning Machine
Probabilistic Committee Machine
Sparse Bayesian Variable Selection with Correlation Prior for Forecasting Macroeconomic Variable using Highly Correlated Predictors
Journal article
COMPUTATIONAL ECONOMICS, 2018,Volume: 51,Issue: 2,Page: 323-338
Authors:
Aijun Yang
;
Ju Xiang
;
Lianjie Shu
;
Hongqiang Yang
Favorite
|
View/Download:26/0
|
TC[WOS]:
1
TC[Scopus]:
1
|
Submit date:2018/10/30
Sparse Bayesian Variable Selection
Correlation Prior
Highly Correlated Predictors
Out-of-sample Forecasting
Correlated EEMD and Effective Feature Extraction for Both Periodic and Irregular Faults Diagnosis in Rotating Machinery
Journal article
ENERGIES, 2017,Volume: 10,Issue: 10
Authors:
Liang, Jiejunyi
;
Zhong, Jian-Hua
;
Yang, Zhi-Xin
Favorite
|
View/Download:29/0
|
TC[WOS]:
4
TC[Scopus]:
6
|
Submit date:2018/10/30
acoustic signal
ensemble empirical mode decomposition
sparse Bayesian extreme learning machine
sample entropy
singular value decomposition
Correlated EEMD and effective feature extraction for both periodic and irregular faults diagnosis in rotating machinery
Journal article
Energies, 2017,Volume: 10,Issue: 10
Authors:
Liang J.
;
Zhong J.-H.
;
Yang Z.-X.
Favorite
|
View/Download:14/0
|
TC[WOS]:
4
TC[Scopus]:
6
|
Submit date:2018/12/22
Acoustic Signal
Ensemble Empirical Mode Decomposition
Sample Entropy
Singular Value Decomposition
Sparse Bayesian Extreme Learning Machine
Optimal calibration of variable biofuel blend dual-injection engines using sparse Bayesian extreme learning machine and metaheuristic optimization
Journal article
ENERGY CONVERSION AND MANAGEMENT, 2017,Volume: 148,Page: 1170-1178
Authors:
Wong, Ka In
;
Wong, Pak Kin
Favorite
|
View/Download:28/0
|
TC[WOS]:
1
TC[Scopus]:
2
|
Submit date:2018/10/30
Biofuels
Dual-injection
Engine Calibration
Sparse Bayesian Extreme Learning Machine
Metaheuristic Optimization
Flower Pollination Algorithm
Metaface block sparse Bayesian learning for face recognition
Conference paper
Proceedings - 2017 32nd Youth Academic Annual Conference of Chinese Association of Automation, YAC 2017, Hefei, China, 5 19, 2017 - 5 21, 2017
Authors:
Jin, Jun-Wei
;
Chen, C. L. Philip
;
Chen, Long
Favorite
|
View/Download:13/0
|
TC[WOS]:
0
TC[Scopus]:
2
|
Submit date:2018/11/06
A new framework for intelligent simultaneous-fault diagnosis of rotating machinery using pairwise-coupled sparse Bayesian extreme learning committee machine
Journal article
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2017,Volume: 231,Issue: 6,Page: 1146-1161
Authors:
Wong, Pak Kin
;
Zhong, Jian-Hua
;
Yang, Zhi-Xin
;
Vong, Chi Man
Favorite
|
View/Download:39/0
|
TC[WOS]:
7
TC[Scopus]:
7
|
Submit date:2018/10/30
Rotating Machinery
Simultaneous-fault Diagnosis
Pairwise-coupled Sparse Bayesian Extreme Learning Machine
Probabilistic Committee Machine