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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
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View/Download:12/0
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TC[WOS]:
1
TC[Scopus]:
1
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Submit date:2019/08/01
Correlation Prior
High-dimensional Data Classification
Multicategory Support Vector Machine
Sparse Bayesian Method
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:12/0
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TC[WOS]:
4
TC[Scopus]:
11
|
Submit date:2019/01/17
Dynamic changing distribution
extreme learning machine
imbalance class distribution
multiclass imbalance learning
online sequential learning
Computer-assisted non-invasive diabetes mellitus detection system via facial key block analysis
Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:
Shu T.
;
Zhang B.
;
Tang Y.-Y.
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View/Download:16/0
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TC[WOS]:
0
TC[Scopus]:
1
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Submit date:2019/02/11
Diabetes mellitus
Disease detection system
Facial key block analysis
Local binary pattern
Support vector machines
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:31/0
|
TC[WOS]:
1
TC[Scopus]:
1
|
Submit date:2018/10/30
Swarm intelligence algorithms
Dynamic multi-objective
Big highly imbalanced dataset
Binary classification
Rebalancing algorithm
Computer-Aided Formulation Design for a Highly Soluble Lutein-Cyclodextrin Multiple-Component Delivery System
Journal article
MOLECULAR PHARMACEUTICS, 2018,Volume: 15,Issue: 4,Page: 1664-1673
Authors:
Zhao, Qianqian
;
Miriyala, Nikhila
;
Su, Yan
;
Chen, Weijie
;
Gao, Xuejiao
;
Shao, Ling
;
Yan, Ru
;
Li, Haifeng
;
Yao, Xiaojun
;
Cao, Dongsheng
;
Wang, Yitao
;
Ouyang, Defang
View
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View/Download:817/71
|
TC[WOS]:
9
TC[Scopus]:
17
|
Submit date:2018/10/30
Lutein
Cyclodextrin
Multiple-component System
Molecular Dynamics Simulation
Bioavailability
Computer-aided Formulation Design
Feature Selection Methods: Case of Filter and Wrapper Approaches for Maximising Classification Accuracy
Journal article
Pertanika Journal of Science and Technology, 2018,Volume: 26,Issue: 1,Page: 329-340
Authors:
Yap Bee Wah
;
Nurain Ibrahim
;
Hamzah Abdul Hamid
;
Shuzlina Abdul-Rahman
;
Simon Fong
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|
View/Download:26/0
|
TC[WOS]:
4
TC[Scopus]:
0
|
Submit date:2019/02/13
Feature Selection Methods
Filter Method
Logistic Regression
Simulation
Wrapper Method
Adaptive Hybrid Feature Selection-Based Classifier Ensemble for Epileptic Seizure Classification
Journal article
IEEE ACCESS, 2018,Volume: 6,Page: 29132-29145
Authors:
Alzami, Farrikh
;
Tang, Juan
;
Yu, Zhiwen
;
Wu, Si
;
Chen, C. L. Philip
;
You, Jane
;
Zhang, Jun
Favorite
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View/Download:27/0
|
TC[WOS]:
6
TC[Scopus]:
8
|
Submit date:2018/10/30
Epileptic seizure detection and classification
discrete wavelet transform
hybrid feature selection
classifier ensemble
bagging
rank aggregation
adaptive
genetic algorithm
optimization
machine learning
Post-boosting of classification boundary for imbalanced data using geometric mean
Journal article
NEURAL NETWORKS, 2017,Volume: 96,Page: 101-114
Authors:
Du, Jie
;
Vong, Chi-Man
;
Pun, Chi-Man
;
Wong, Pak-Kin
;
Ip, Weng-Fai
Favorite
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View/Download:50/0
|
TC[WOS]:
7
TC[Scopus]:
10
|
Submit date:2018/10/30
Imbalance Learning
Boosting
Weighted Elm
Smote
Elitist Binary Wolf Search Algorithm for Heuristic Feature Selection in High-Dimensional Bioinformatics Datasets
Journal article
SCIENTIFIC REPORTS, 2017,Volume: 7
Authors:
Li, Jinyan
;
Fong, Simon
;
Wong, Raymond K.
;
Millham, Richard
;
Wong, Kelvin K. L.
Favorite
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View/Download:24/0
|
TC[WOS]:
8
TC[Scopus]:
12
|
Submit date:2018/10/30
Model free feature screening with dependent variable in ultrahigh dimensional binary classification
Journal article
STATISTICS & PROBABILITY LETTERS, 2017,Volume: 125,Page: 141-148
Authors:
Lai, Peng
;
Song, Fengli
;
Chen, Kaiwen
;
Liu, Zhi
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View/Download:27/0
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TC[WOS]:
2
TC[Scopus]:
3
|
Submit date:2018/10/30
Discriminant Analysis
Ultrahigh Dimensional Data
Feature Screening
Sure Screening Property
Ranking Consistency Property