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Learning with smooth Hinge losses 期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
Authors:  Luo, JunRu;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:49/0  |  Submit date:2022/04/02
Smooth Hinge loss  Convex surrogate loss  Support vector machine  Trust region Newton method  
Probe Efficient Feature Representation of Gapped K-mer Frequency Vectors from Sequences Using Deep Neural Networks 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 657-667
Authors:  Cao, Zhen;  Zhang, Shihua
Favorite  |  View/Download:108/0  |  Submit date:2020/05/24
DNA  Bioinformatics  Kernel  Feature extraction  Support vector machines  Genomics  Task analysis  Bioinformatics  machine learning  gapped k-mer  deep neural network  transcription factor binding site prediction  
Assessing Potentiality of Support Vector Machine Method in Crude Oil Price Forecasting 期刊论文
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2017, 卷号: 13, 期号: 12, 页码: 7893-7904
Authors:  Yu, Lean;  Zhang, Xun;  Wang, Shouyang
Favorite  |  View/Download:103/0  |  Submit date:2018/07/30
support vector machines  artificial neural networks  ARIMA model  ARFIMA model  Markov-switching ARFIMA model  
Credit risk evaluation using a weighted least squares SVM classifier with design of experiment for parameter selection 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 卷号: 38, 期号: 12, 页码: 15392-15399
Authors:  Yu, Lean;  Yao, Xiao;  Wang, Shouyang;  Lai, K. K.
Favorite  |  View/Download:68/0  |  Submit date:2018/07/30
Credit risk evaluation  Weighted LSSVM classifier  Least squares algorithm  Design of experiment  Parameter selection  
An online core vector machine with adaptive MEB adjustment 期刊论文
PATTERN RECOGNITION, 2010, 卷号: 43, 期号: 10, 页码: 3468-3482
Authors:  Wang, Di;  Zhang, Bo;  Zhang, Peng;  Qiao, Hong
Favorite  |  View/Download:76/0  |  Submit date:2018/07/30
Minimum enclosing ball  Online classifier  Core vector machine  Support vector machine  Machine learning  
Developing an SVM-based ensemble learning system for customer risk identification collaborating with customer relationship management 期刊论文
FRONTIERS OF COMPUTER SCIENCE IN CHINA, 2010, 卷号: 4, 期号: 2, 页码: 196-203
Authors:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
Favorite  |  View/Download:55/0  |  Submit date:2018/07/30
support vector machines (SVM)  ensemble learning  diversity strategy  selection strategy  ensemble strategy  customer relationship management (CRM)  
Least squares support vector machines ensemble models for credit scoring 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 卷号: 37, 期号: 1, 页码: 127-133
Authors:  Zhou, Ligang;  Lai, Kin Keung;  Yu, Lean
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Credit scoring  Support vector machines  Ensemble model  
Credit scoring using support vector machines with direct search for parameters selection 期刊论文
SOFT COMPUTING, 2009, 卷号: 13, 期号: 2, 页码: 149-155
Authors:  Zhou, Ligang;  Lai, Kin Keung;  Yu, Lean
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Credit scoring  Direct search  Support vector machines  Genetic algorithm  
Text classification based on multi-word with support vector machine 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2008, 卷号: 21, 期号: 8, 页码: 879-886
Authors:  Zhang, Wen;  Yoshida, Taketoshi;  Tang, Xijin
Favorite  |  View/Download:58/0  |  Submit date:2018/07/30
Text classification  Multi-word  Feature selection  Information gain  Support vector machine  
A new method for crude oil price forecasting based on support vector machines 期刊论文
COMPUTATIONAL SCIENCE - ICCS 2006, PT 4, PROCEEDINGS, 2006, 卷号: 3994, 页码: 444-451
Authors:  Xie, Wen;  Yu, Lean;  Xu, Shanying;  Wang, Shouyang
Favorite  |  View/Download:45/0  |  Submit date:2018/07/30