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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  
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 792-806
Authors:  Ding, Shuguang;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:118/0  |  Submit date:2018/07/30
Convex hull decomposition  kernel  online classification  projection  
A parallel decomposition algorithm for training multiclass kernel-based vector machines 期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2011, 卷号: 26, 期号: 3, 页码: 431-454
Authors:  Niu, Lingfeng;  Yuan, Ya-Xiang
Favorite  |  View/Download:51/0  |  Submit date:2018/07/30
Kernel-based vector machines  decomposition method  projected gradient  parallel algorithm  
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
Authors:  Shao, Xiaojian;  Tian, Yingjie;  Wu, Lingyun;  Wang, Yong;  Jing, Ling;  Deng, Naiyang
Favorite  |  View/Download:100/0  |  Submit date:2018/07/30
Bioinformatics  Protein function  Conjoint triad  Nucleic-acid-binding protein  Support vector machine  
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:60/0  |  Submit date:2018/07/30
Text classification  Multi-word  Feature selection  Information gain  Support vector machine