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科研机构
数学与系统科学研究... [10]
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期刊论文 [10]
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2022 [2]
2021 [1]
2020 [1]
2019 [3]
2018 [3]
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专题:数学与系统科学研究院
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Prediction of the transcription factor binding sites with meta-learning
期刊论文
METHODS, 2022, 卷号: 203, 页码: 207-213
作者:
Jing, Fang
;
Zhang, Shao-Wu
;
Zhang, Shihua
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Convolution neural network
Transcription factor binding sites
Meta learning
Noisy labels data
Annotating regulatory elements by heterogeneous network embedding
期刊论文
BIOINFORMATICS, 2022, 页码: 13
作者:
Lu, Yurun
;
Feng, Zhanying
;
Zhang, Songmao
;
Wang, Yong
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/06/21
An Integrative Framework for Combining Sequence and Epigenomic Data to Predict Transcription Factor Binding Sites Using Deep Learning
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2021, 卷号: 18, 期号: 1, 页码: 355-364
作者:
Jing, Fang
;
Zhang, Shao-Wu
;
Cao, Zhen
;
Zhang, Shihua
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/04/26
Bioinformatics
machine learning
transcription factors binding sites
convolutional neural networks
DNA accessibility
histone modification
Probe Efficient Feature Representation of Gapped K-mer Frequency Vectors from Sequences Using Deep Neural Networks
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 657-667
作者:
Cao, Zhen
;
Zhang, Shihua
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2020/05/24
DNA
Bioinformatics
Kernel
Feature extraction
Support vector machines
Genomics
Task analysis
Bioinformatics
machine learning
gapped k-mer
deep neural network
transcription factor binding site prediction
Hierarchical graphical model reveals HFR1 bridging circadian rhythm and flower development in Arabidopsis thaliana
期刊论文
NPJ SYSTEMS BIOLOGY AND APPLICATIONS, 2019, 卷号: 5, 页码: 11
作者:
Duren, Zhana
;
Wang, Yaling
;
Wang, Jiguang
;
Zhao, Xing-Ming
;
Lv, Le
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2020/05/24
Learning common and specific patterns from data of multiple interrelated biological scenarios with matrix factorization
期刊论文
NUCLEIC ACIDS RESEARCH, 2019, 卷号: 47, 期号: 13, 页码: 6606-6617
作者:
Zhang, Lihua
;
Zhang, Shihua
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  |  
浏览/下载:48/0
  |  
提交时间:2020/01/10
The cis-trans binding strength defined by motif frequencies facilitates statistical inference of transcriptional regulation
期刊论文
BMC BIOINFORMATICS, 2019, 卷号: 20, 页码: 11
作者:
Feng, Yance
;
Zhang, Sheng
;
Li, Liang
;
Li, Lei M.
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2019/10/28
BASE
Statistical inference
Transcriptional regulation
PUFA
DHA
EPA
Binding strength
Revealing transcription factor and histone modification co-localization and dynamics across cell lines by integrating ChIP-seq and RNA-seq data
期刊论文
BMC GENOMICS, 2018, 卷号: 19, 页码: 16
作者:
Zhang, Lirong
;
Xue, Gaogao
;
Liu, Junjie
;
Li, Qianzhong
;
Wang, Yong
收藏
  |  
浏览/下载:223/0
  |  
提交时间:2019/01/11
Transcription factor
Histone modification
Co-localization
Dynamics
Revealing transcription factor and histone modification co-localization and dynamics across cell lines by integrating ChIP-seq and RNA-seq data
期刊论文
BMC GENOMICS, 2018, 卷号: 19
作者:
Zhang, Lirong
;
Xue, Gaogao
;
Liu, Junjie
;
Li, Qianzhong
;
Wang, Yong
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2019/04/03
Revealing transcription factor and histone modification co-localization and dynamics across cell lines by integrating ChIP-seq and RNA-seq data
期刊论文
BMC GENOMICS, 2018, 卷号: 19
作者:
Zhang, Lirong
;
Xue, Gaogao
;
Liu, Junjie
;
Li, Qianzhong
;
Wang, Yong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/31
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