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Learning with smooth Hinge losses 期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
作者:  Luo, JunRu;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：121/0  |  提交时间：2022/04/02
Smooth Hinge loss  Convex surrogate loss  Support vector machine  Trust region Newton method  
A Minimax Probability Machine for Nondecomposable Performance Measures 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Luo, Junru;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：143/0  |  提交时间：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
作者:  Cao, Zhen;  Zhang, Shihua
收藏  |  浏览/下载：190/0  |  提交时间：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  
Gly-PseAAC: Identifying protein lysine glycation through sequences 期刊论文
GENE, 2017, 卷号: 602, 页码: 1-7
作者:  Xu, Yan;  Li, Li;  Ding, Jun;  Wu, Ling-Yun;  Mai, Guoqin;  Zhou, Fengfeng
收藏  |  浏览/下载：164/0  |  提交时间：2018/07/30
Glycation  Amino acid propensity  Support Vector Machine  
Kernel-based data fusion improves the drug-protein interaction prediction 期刊论文
COMPUTATIONAL BIOLOGY AND CHEMISTRY, 2011, 卷号: 35, 期号: 6, 页码: 353-362
作者:  Wang, Yong-Cui;  Zhang, Chun-Hua;  Deng, Nai-Yang;  Wang, Yong
收藏  |  浏览/下载：142/0  |  提交时间：2018/07/30
Drug-target interaction  Chemical space  Pharmacological space  Therapeutic space  Genomic space  Kernel function  Support vector machine  
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
作者:  Wang, Di;  Zhang, Bo;  Zhang, Peng;  Qiao, Hong
收藏  |  浏览/下载：145/0  |  提交时间：2018/07/30
Minimum enclosing ball  Online classifier  Core vector machine  Support vector machine  Machine learning  
Computationally Probing Drug-Protein Interactions Via Support Vector Machine 期刊论文
LETTERS IN DRUG DESIGN & DISCOVERY, 2010, 卷号: 7, 期号: 5, 页码: 370-378
作者:  Wang, Yong-Cui;  Yang, Zhi-Xia;  Wang, Yong;  Deng, Nai-Yang
收藏  |  浏览/下载：118/0  |  提交时间：2018/07/30
Drug-target interaction  Chemical structure  Protein sequence  Imbalance problem  Support vector machine  
Identifying translation initiation sites in prokaryotes using support vector machine 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2010, 卷号: 262, 期号: 4, 页码: 644-649
作者:  Gao, Tingting;  Yang, Zhixia;  Wang, Yong;  Jing, Ling
收藏  |  浏览/下载：126/0  |  提交时间：2018/07/30
Translation initiation site prediction  Support vector machine  Position specific weight matrix  
Prediction of palmitoylation sites using the composition of k-spaced amino acid pairs 期刊论文
PROTEIN ENGINEERING DESIGN & SELECTION, 2009, 卷号: 22, 期号: 11, 页码: 707-712
作者:  Wang, Xiao-Bo;  Wu, Ling-Yun;  Wang, Yong-Cui;  Deng, Nai-Yang
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
CKSAAP-Palm  palmitoylated proteins  palmitoylation  support vector machine  
Predicting DNA- and RNA-binding proteins from sequences with kernel methods 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2009, 卷号: 258, 期号: 2, 页码: 289-293
作者:  Shao, Xiaojian;  Tian, Yingjie;  Wu, Lingyun;  Wang, Yong;  Jing, Ling;  Deng, Naiyang
收藏  |  浏览/下载：141/0  |  提交时间：2018/07/30
Bioinformatics  Protein function  Conjoint triad  Nucleic-acid-binding protein  Support vector machine