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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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Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm
期刊论文
RENEWABLE ENERGY, 2020, 卷号: 162, 页码: 1208-1226
作者:
Hu, Jianming
;
Heng, Jiani
;
Wen, Jiemei
;
Zhao, Weigang
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浏览/下载:139/0
  |  
提交时间:2021/04/26
Renewable energy
Complete empirical mode decomposition with adaptive noise
Quantile regression neural network
Wind speed forecasting
Distance correlation
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:
Xiao, Jin
;
Jia, Yanlin
;
Jiang, Xiaoyi
;
Wang, Shouyang
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浏览/下载:141/0
  |  
提交时间:2021/04/26
Biological system modeling
Data models
Biological neural networks
Predictive models
Neurons
Mathematical model
Complex-valued external criterion
complex-valued group method of data handling (GMDH)-type neural network
parameter estimation
real-valued classification
Prediction of enhancer-promoter interactions using the cross-cell type information and domain adversarial neural network
期刊论文
BMC BIOINFORMATICS, 2020, 卷号: 21, 期号: 1, 页码: 16
作者:
Jing, Fang
;
Zhang, Shao-Wu
;
Zhang, Shihua
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浏览/下载:141/0
  |  
提交时间:2021/01/14
Enhancer–
promoter interactions
Cell line
Convolutional neural network
Transfer learning
Gradient reversal layer
Prediction of enhancer–promoter interactions using the cross-cell type information and domain adversarial neural network
期刊论文
BMC Bioinformatics, 2020, 卷号: 21, 期号: 1
作者:
Jing,Fang
;
Zhang,Shao-Wu
;
Zhang,Shihua
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  |  
浏览/下载:144/0
  |  
提交时间:2021/01/14
Enhancer–promoter interactions
Cell line
Convolutional neural network
Transfer learning
Gradient reversal layer
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness
期刊论文
NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99
作者:
Jin, Pengzhan
;
Lu, Lu
;
Tang, Yifa
;
Karniadakis, George Em
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浏览/下载:120/0
  |  
提交时间:2021/01/14
Neural networks
Generalization error
Learnability
Data distribution
Cover complexity
Neural network smoothness
Knowledge-driven business model innovation through the introduction of equity investment: evidence from China's primary market
期刊论文
JOURNAL OF KNOWLEDGE MANAGEMENT, 2020, 页码: 18
作者:
Zheng, Jiali
;
Qiao, Han
;
Zhu, Xiumei
;
Wang, Shouyang
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浏览/下载:158/0
  |  
提交时间:2020/09/23
Business model innovation
Equity investment
China's primary market
Logistic regression
Back propagation neural network (BPNN)
Output Tracking of Boolean Control Networks
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 卷号: 65, 期号: 6, 页码: 2730-2735
作者:
Zhang, Xiao
;
Wang, Yuanhua
;
Cheng, Daizhan
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浏览/下载:169/0
  |  
提交时间:2020/09/23
Controllability
Indexes
Trajectory
Open loop systems
Artificial neural networks
Tracking loops
Control theory
Boolean control network (BCN)
control invariant subset
output tracking
semitensor product (STP)
set controllability
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:191/0
  |  
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
Better Approximations of High Dimensional Smooth Functions by Deep Neural Networks with Rectified Power Units
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 27, 期号: 2, 页码: 379-411
作者:
Li, Bo
;
Tang, Shanshan
;
Yu, Haijun
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浏览/下载:127/0
  |  
提交时间:2020/05/24
Deep neural network
high dimensional approximation
sparse grids
rectified linear unit
rectified power unit
rectified quadratic unit