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科研机构
新疆理化技术研究所 [8]
内容类型
期刊论文 [8]
发表日期
2020 [2]
2019 [3]
2018 [2]
2017 [1]
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专题:新疆理化技术研究所
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A deep learning-based method for drug-target interaction prediction based on long short-term memory neural network
期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2020, 卷号: 20, 期号: 1, 页码: 1-9
作者:
Wang, YB (Wang, Yan-Bin)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 1 ]
;
Yang, S (Yang, Shan)[ 1 ]
;
Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
;
Chen, ZH (Chen, Zhan-Heng)[ 1,2 ]
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2020/04/21
Drug-target
Deep learning
Legendre moment
Long short-term memory
Combining High Speed ELM Learning with a Deep Convolutional Neural Network Feature Encoding for Predicting Protein-RNA Interactions
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 3, 页码: 972-980
作者:
Wang, L (Wang, Lei)[ 1 ]
;
You, ZH (You, Zhu-Hong)[ 2 ]
;
Huang, DS (Huang, De-Shuang)[ 3 ]
;
Zhou, FF (Zhou, Fengfeng)[ 4,5 ]
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2020/12/09
Proteins
RNA
Convolution
Neural networks
Benchmark testing
Feature extraction
Sparse matrices
Convolution neural network
extreme learning machine
RNA-protein interactions
sequence
A High Efficient Biological Language Model for Predicting Protein-Protein Interactions
期刊论文
CELLS, 2019, 卷号: 8, 期号: 2, 页码: 1-12
作者:
Wang, YB (Wang, Yanbin)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 1 ]
;
Yang, S (Yang, Shan)[ 1,2 ]
;
Li, X (Li, Xiao)[ 1 ]
;
Jiang, TH (Jiang, Tong-Hai)[ 1 ]
收藏
  |  
浏览/下载:121/0
  |  
提交时间:2019/05/16
protein-protein interactions
bio-language processing
sentencepiece
convolution neural network
unigram language model
Predicting Protein-Protein Interactions from Matrix-Based Protein Sequence Using Convolution Neural Network and Feature-Selective Rotation Forest
期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 期号: 7, 页码: 1-12
作者:
Wang, L (Wang, Lei)[ 1,2 ]
;
Wang, HF (Wang, Hai-Feng)[ 1 ]
;
Liu, SR (Liu, San-Rong)[ 1 ]
;
Yan, X (Yan, Xin)[ 3 ]
;
Song, KJ (Song, Ke-Jian)[ 4 ]
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2019/08/14
Predicting Protein-Protein Interactions from Matrix-Based Protein Sequence Using Convolution Neural Network and Feature-Selective Rotation Forest
期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 期号: 7, 页码: 1-12
作者:
Wang, L (Wang, Lei)[ 1,2 ]
;
Wang, HF (Wang, Hai-Feng)[ 1 ]
;
Liu, SR (Liu, San-Rong)[ 1 ]
;
Yan, X (Yan, Xin)[ 3 ]
;
Song, KJ (Song, Ke-Jian)[ 4 ]
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2019/09/02
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
作者:
Wang, L (Wang, Lei)
;
You, ZH (You, Zhu-Hong)
;
Chen, X (Chen, Xing)
;
Xia, SX (Xia, Shi-Xiong)
;
Liu, F (Liu, Feng)
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2018/05/14
Deep Learning
Drug-target Interactions
Position-specific Scoring Matrix
Stacked Autoencoder
Prediction of protein self-interactions using stacked long short-term memory from protein sequences information
期刊论文
BMC SYSTEMS BIOLOGY, 2018, 卷号: 12, 期号: 增刊: 8, 页码: 1-9
作者:
Wang, YB (Wang, Yan-Bin)[ 1,2 ]
;
You, ZH (You, Zhu-Hong)[ 1 ]
;
Li, X (Li, Xiao)[ 1 ]
;
Jiang, TH (Jiang, Tong-Hai)[ 1 ]
;
Cheng, L (Cheng, Li)[ 1 ]
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/03/26
Self-interacting proteins
Stacked long short-term memory
Deep learning
Dropout
Predicting protein-protein interactions from protein sequences by a stacked sparse autoencoder deep neural network
期刊论文
MOLECULAR BIOSYSTEMS, 2017, 卷号: 13, 期号: 7, 页码: 1336-1344
作者:
Wang, YB (Wang, Yan-Bin)
;
You, ZH (You, Zhu-Hong)
;
Li, X (Li, Xiao)
;
Jiang, TH (Jiang, Tong-Hai)
;
Chen, X (Chen, Xing)
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2017/08/02
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