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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 ]
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ncRNA-protein interaction  bi-gram  position specific scoring matrix  k-mers  deep learning  
Improved Prediction of Protein-Protein Interactions Using Descriptors Derived From PSSM via Gray Level Co-Occurrence Matrix 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 期号: 4, 页码: 49456-49465
Authors:  Zhu, HJ (Zhu, Hui-Juan)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2,3 ];  Shi, WL (Shi, Wei-Lei)[ 2 ];  Xu, SK (Xu, Shou-Kun)[ 4 ];  Jiang, TH (Jiang, Tong-Hai)[ 2,3 ];  Zhuang, LH (Zhuang, Li-Hua)[ 4 ]
Adobe PDF(8880Kb)  |  Favorite  |  View/Download:42/0  |  Submit date:2019/05/16
Protein-protein interactions  rotation forest  position-specific scoring matrix  gray level co-occurrence matrix  
基于深度学习的蛋白质相互作用预测研究 学位论文
硕士, 北京: 中国科学院大学, 2018
Authors:  王延斌
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蛋白质相互作用  深度学习  长短时记忆模型  位置特异性打分矩阵  
基于时间序列的车用气瓶充装数据可视化分析及预测 期刊论文
信息与电脑(理论版), 2018, 期号: 13, 页码: 144-146+14
Authors:  李东辉;  郭长凌;  薛化健;  程剑
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数据分析  马尔可夫链  物联网  可视化分析  异常检测  
Accurate Prediction of ncRNA-Protein Interactions From the Integration of Sequence and Evolutionary Information 期刊论文
FRONTIERS IN GENETICS, 2018, 卷号: 9, 期号: 10, 页码: 1-9
Authors:  Zhan, ZH (Zhan, Zhao-Hui)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Li, LP (Li, Li-Ping)[ 2 ];  Zhou, Y (Zhou, Yong)[ 1 ];  Yi, HC (Yi, Hai-Cheng)[ 2 ]
Adobe PDF(1220Kb)  |  Favorite  |  View/Download:23/0  |  Submit date:2018/10/19
Ncrna-protein Interactions  Pssm  Lightgbm  Pseudo-zernike Moments  K-mers  
Improving Prediction of Self-interacting Proteins Using Stacked Sparse Auto-Encoder with PSSM profiles 期刊论文
INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2018, 卷号: 14, 期号: 8, 页码: 983-991
Authors:  Wang, YB (Wang, Yan-Bin);  You, ZH (You, Zhu-Hong);  Li, LP (Li, Li-Ping);  Huang, DS (Huang, De-Shuang);  Zhou, FF (Zhou, Feng-Feng);  Yang, S (Yang, Shan)
Adobe PDF(945Kb)  |  Favorite  |  View/Download:45/0  |  Submit date:2018/07/16
Deep Learning  Zernike Moments  Probabilistic Classification Vector Machines  
An improved efficient rotation forest algorithm to predict the interactions among proteins 期刊论文
SOFT COMPUTING, 2018, 卷号: 22, 期号: 10, 页码: 3373-3381
Authors:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Xia, SX (Xia, Shi-Xiong);  Chen, X (Chen, Xing);  Yan, X (Yan, Xin);  Zhou, Y (Zhou, Yong);  Liu, F (Liu, Feng)
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Rotation Forest  Ensemble Learning  Bioinformatics  Support Vector Machine  
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:23/0  |  Submit date:2018/05/15
Drug-target Interactions  Pseudo Substitution Matrix Representation  Drug Substructure Fingerprint  Extremely Randomized Trees  Computational Model  
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:83/0  |  Submit date:2018/10/30
Protein-protein Interactions (Ppi)  Low Rank  Protein Sequence  Relevance Vector Machine (Rvm)  Evolutionary Information  
DroidDet: Effective and robust detection of android malware using static analysis along with rotation forest model 期刊论文
NEUROCOMPUTING, 2018, 卷号: 272, 期号: 1, 页码: 638-646
Authors:  Zhu, HJ (Zhu, Hui-Juan);  You, ZH (You, Zhu-Hong);  Zhu, ZX (Zhu, Ze-Xuan);  Shi, WL (Shi, Wei-Lei);  Chen, X (Chen, Xing);  Cheng, L (Cheng, Li)
Adobe PDF(1051Kb)  |  Favorite  |  View/Download:45/1  |  Submit date:2018/01/02
Rotation Forests  Malware Detection  Neural Network  Mobile Phones