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BGFE: A Deep Learning Model for ncRNA-Protein Interaction Predictions Based on Improved Sequence Information 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 卷号: 20, 期号: 4, 页码: 1-14
Authors:  Zhan, ZH (Zhan, Zhao-Hui)[ 1 ];  Jia, LN (Jia, Li-Na)[ 2 ];  Zhou, Y (Zhou, Yong)[ 1 ];  Li, LP (Li, Li-Ping)[ 3 ];  Yi, HC (Yi, Hai-Cheng)[ 3 ]
Adobe PDF(1535Kb)  |  Favorite  |  View/Download:13/0  |  Submit date:2019/05/16
ncRNA-protein interaction  bi-gram  position specific scoring matrix  k-mers  deep learning  
Prediction of Self-Interacting Proteins from Protein Sequence Information Based on Random Projection Model and Fast Fourier Transform 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 卷号: 20, 期号: 4, 页码: 1-15
Authors:  Chen, ZH (Chen, Zhan-Heng)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Li, LP (Li, Li-Ping)[ 1 ];  Wang, YB (Wang, Yan-Bin)[ 1 ];  Wong, L (Wong, Leon)[ 1,2 ];  Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
Adobe PDF(969Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2019/05/16
self-interacting proteins  position-specific scoring matrix  fast Fourier transform  random projection  
PCLPred: A Bioinformatics Method for Predicting Protein-Protein Interactions by Combining Relevance Vector Machine Model with Low-Rank Matrix Approximation 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 卷号: 19, 期号: 4, 页码: 1-13
Authors:  Li, LP (Li, Li-Ping)[ 1 ];  Wang, YB (Wang, Yan-Bin)[ 2 ];  You, ZH (You, Zhu-Hong)[ 1 ];  Li, Y (Li, Yang)[ 1 ];  An, JY (An, Ji-Yong)[ 3 ]
Adobe PDF(2668Kb)  |  Favorite  |  View/Download:103/0  |  Submit date:2018/10/30
Protein-protein Interactions (Ppi)  Low Rank  Protein Sequence  Relevance Vector Machine (Rvm)  Evolutionary Information  
PCVMZM: Using the Probabilistic Classification Vector Machines Model Combined with a Zernike Moments Descriptor to Predict Protein-Protein Interactions from Protein Sequences 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 卷号: 18, 期号: 5
Authors:  Wang, YB (Wang, Yanbin);  You, ZH (You, Zhuhong);  Li, X (Li, Xiao);  Chen, X (Chen, Xing);  Jiang, TH (Jiang, Tonghai);  Zhang, JT (Zhang, Jingting);  You, ZH
Adobe PDF(736Kb)  |  Favorite  |  View/Download:50/0  |  Submit date:2017/09/26
Proteins  Position-specific Scoring Matrix  Probabilistic Classification Vector Machines  
Highly Accurate Prediction of Protein-Protein Interactions via Incorporating Evolutionary Information and Physicochemical Characteristics 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2016, 卷号: 17, 期号: 9, 页码: 1-12
Authors:  Li, ZW (Li, Zheng-Wei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Gui, J (Gui, Jie);  Nie, R (Nie, Ru)
Adobe PDF(754Kb)  |  Favorite  |  View/Download:107/0  |  Submit date:2016/12/07
Evolutionary Information  Physicochemical Characteristics  Protein Sequence  Protein Interactions  Discriminative Vector Machine