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An Improved Deep Forest Model for Predicting Self-Interacting Proteins From Protein Sequence Using Wavelet Transformation 期刊论文
FRONTIERS IN GENETICS, 2019, 卷号: 10, 期号: 3, 页码: 1-10
Authors:  Chen, ZH (Chen, Zhan-Heng)[ 1,2 ];  Li, LP (Li, Li-Ping)[ 1 ];  He, Z (He, Zhou)[ 3 ];  Zhou, JR (Zhou, Ji-Ren)[ 1 ];  Li, YM (Li, Yangming)[ 4 ];  Wong, L (Wong, Leon)[ 1,2 ]
Adobe PDF(2039Kb)  |  Favorite  |  View/Download:26/0  |  Submit date:2019/03/19
self-interacting proteins  disease  position-specific scoring matrix  deep learning  wavelet transform  
Prediction of protein-protein interactions by label propagation with protein evolutionary and chemical information derived from heterogeneous network 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2017, 卷号: 430, 期号: 10, 页码: 9-20
Authors:  Wen, YT (Wen, Yu-Ting);  Lei, HJ (Lei, Hai-Jun);  You, ZH (You, Zhu-Hong);  Lei, BY (Lei, Bai-Ying);  Chen, X (Chen, Xing);  Li, LP (Li, Li-Ping)
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Protein-protein Interactions  Prediction  Similarity Network Fusion  Label Propagation Algorithm  
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:106/0  |  Submit date:2016/12/07
Evolutionary Information  Physicochemical Characteristics  Protein Sequence  Protein Interactions  Discriminative Vector Machine  
Improved protein-protein interactions prediction via weighted sparse representation model combining continuous wavelet descriptor and PseAA composition 期刊论文
BMC SYSTEMS BIOLOGY, 2016, 卷号: 10, 期号: 增刊: 4, 页码: 486-494
Authors:  Huang, YA (Huang, Yu-An);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Yan, GY (Yan, Gui-Ying)
Adobe PDF(1228Kb)  |  Favorite  |  View/Download:27/0  |  Submit date:2018/01/23
Protein-protein Interactions  Protein Sequence  Continuous Wavelet Transform  Sparse Representation Based Classifier