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A Minimax Probability Machine for Nondecomposable Performance Measures 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
Authors:  Luo, Junru;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:63/0  |  Submit date:2022/04/02
Measurement  Task analysis  Covariance matrices  Support vector machines  Prediction algorithms  Minimization  Kernel  Imbalanced classification  minimax probability machine  nondecomposable performance measures  
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:111/0  |  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:104/0  |  Submit date:2018/07/30
support vector machines  artificial neural networks  ARIMA model  ARFIMA model  Markov-switching ARFIMA model  
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
Favorite  |  View/Download:49/0  |  Submit date:2018/07/30
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
Favorite  |  View/Download:57/0  |  Submit date:2018/07/30
Credit scoring  Direct search  Support vector machines  Genetic algorithm  
A simple decomposition algorithm for support vector machines with polynomial-time convergence 期刊论文
PATTERN RECOGNITION, 2007, 卷号: 40, 期号: 9, 页码: 2543-2549
Authors:  Qiao, Hong;  Wang, Yan-Guo;  Zhang, Bo
Favorite  |  View/Download:79/0  |  Submit date:2018/07/30
support vector machines  decomposition methods  convergence  statistical learning theory  pattern recognition