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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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应用数学研究所 [25]
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张世华 [25]
章祥荪 [10]
董康宁 [2]
张俊华 [1]
王勇 [1]
翟鹏龙 [1]
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(本次检索基于用户作品认领结果)
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Deciphering the Spatial Modular Patterns of Tissues by Integrating Spatial and Single-Cell Transcriptomic Data
期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2022, 页码: 14
作者:
Shan, Xu
;
Chen, Jinyu
;
Dong, Kangning
;
Zhou, Wei
;
Zhang, Shihua
收藏
  |  
浏览/下载:83/0
  |  
提交时间:2023/02/07
data integration
single-cell transcriptomics
spatial modular patterns
spatial transcriptomics
VP-Detector: A 3D multi-scale dense convolutional neural network for macromolecule localization and classification in cryo-electron tomograms
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 14
作者:
Hao, Yu
;
Wan, Xiaohua
;
Yan, Rui
;
Liu, Zhiyong
;
Li, Jintao
;
Zhang, Shihua
;
Cui, Xuefeng
;
Zhang, Fa
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  |  
浏览/下载:121/0
  |  
提交时间:2023/02/07
Cryo-ET
Sub-tomogram averaging
Particle localization
Particle classification
Convolutional neural networks
Adversarial Information Bottleneck
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:
Zhai, Penglong
;
Zhang, Shihua
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  |  
浏览/下载:57/0
  |  
提交时间:2023/02/07
Robustness
Optimization
Mutual information
Deep learning
Perturbation methods
Training
Task analysis
Adversarial robustness
deep learning
hyperparameter selection
information bottleneck (IB)
Joint reconstruction of cis-regulatory interaction networks across multiple tissues using single-cell chromatin accessibility data
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 3, 页码: 15
作者:
Dong, Kangning
;
Zhang, Shihua
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  |  
浏览/下载:117/0
  |  
提交时间:2022/04/02
cis-regulatory interaction networks
single-cell ATAC-seq
Gaussian graphical LASSO
Towards understanding residual and dilated dense neural networks via convolutional sparse coding
期刊论文
NATIONAL SCIENCE REVIEW, 2021, 卷号: 8, 期号: 3, 页码: 13
作者:
Zhang, Zhiyang
;
Zhang, Shihua
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  |  
浏览/下载:153/0
  |  
提交时间:2021/10/26
convolutional neural network
convolutional sparse coding
residual neural network
mixed-scale dense neural network
dilated convolution
dense connection
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Min, Wenwen
;
Wan, Xiang
;
Chang, Tsung-Hui
;
Zhang, Shihua
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  |  
浏览/下载:142/0
  |  
提交时间:2022/04/02
Gene expression
Biology
Biological system modeling
Principal component analysis
Mathematical model
Data models
Big Data
Absolute-valued graph regularization
graph regularization
sparse learning
structured sparse singular value decomposition (SVD)
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
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  |  
浏览/下载:180/0
  |  
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
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  |  
浏览/下载:200/0
  |  
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
Brief Survey of Biological Network Alignment and a Variant with Incorporation of Functional Annotations
期刊论文
CURRENT BIOINFORMATICS, 2019, 卷号: 14, 期号: 1, 页码: 4-10
作者:
Jing, Fang
;
Zhang, Shao-Wu
;
Zhang, Shihua
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  |  
浏览/下载:184/0
  |  
提交时间:2019/04/02
Biological network
network alignment
gene ontology
alignment graph
optimization
Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
作者:
Min, Wenwen
;
Liu, Juan
;
Zhang, Shihua
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  |  
浏览/下载:254/0
  |  
提交时间:2018/07/30
Sparse logistic regression
network-regularized penalty
survival risk prediction
feature selection