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A Systematic Prediction of Drug-Target Interactions Using Molecular Fingerprints and Protein Sequences 期刊论文
CURRENT PROTEIN & PEPTIDE SCIENCE, 2018, 卷号: 19, 期号: 5, 页码: 468-478
Authors:  Huang, YA (Huang, Yu-An);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing)
Adobe PDF(1888Kb)  |  Favorite  |  View/Download:20/0  |  Submit date:2018/05/15
Drug-target Interactions  Pseudo Substitution Matrix Representation  Drug Substructure Fingerprint  Extremely Randomized Trees  Computational Model  
A Computational-Based Method for Predicting Drug-Target Interactions by Using Stacked Autoencoder Deep Neural Network 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2018, 卷号: 25, 期号: 3, 页码: 361-373
Authors:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Xia, SX (Xia, Shi-Xiong);  Liu, F (Liu, Feng);  Yan, X (Yan, Xin);  Zhou, Y (Zhou, Yong);  Song, KJ (Song, Ke-Jian)
Adobe PDF(479Kb)  |  Favorite  |  View/Download:38/0  |  Submit date:2018/05/14
Deep Learning  Drug-target Interactions  Position-specific Scoring Matrix  Stacked Autoencoder  
RFDT: A Rotation Forest-based Predictor for Predicting Drug-Target Interactions Using Drug Structure and Protein Sequence Information 期刊论文
CURRENT PROTEIN & PEPTIDE SCIENCE, 2018, 卷号: 19, 期号: 5, 页码: 445-454
Authors:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Yan, X (Yan, Xin);  Liu, G (Liu, Gang);  Zhang, W (Zhang, Wei)
Favorite  |  View/Download:21/0  |  Submit date:2018/05/15
Target Interactions  Position-specific Scoring Matrix  Auto Covariance  Rotation Forest  Support Vector Machine  Drug Substructure Fingerprint