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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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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
收藏
  |  
浏览/下载:138/0
  |  
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
Exploring firms' innovation capabilities through learning systems
期刊论文
NEUROCOMPUTING, 2020, 卷号: 409, 页码: 27-34
作者:
Li, Yawen
;
Wang, Xiaoyang
;
Chen, Chengcai
;
Jing, Changyuan
;
Wu, Tian
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  |  
浏览/下载:189/0
  |  
提交时间:2020/10/12
Machine learning
Innovation input capability
Collaborative innovation capability
Innovation performance
XGBoost
GBDT
On semi-supervised multiple representation behavior learning
期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 卷号: 46, 页码: 17
作者:
Lu, Ruqian
;
Hou, Shengluan
收藏
  |  
浏览/下载:142/0
  |  
提交时间:2021/04/26
Semi-supervised learning
Semi-supervised multiple representation behavior learning
Semi-supervised grammar learning
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:157/0
  |  
提交时间:2020/09/23
Business model innovation
Equity investment
China's primary market
Logistic regression
Back propagation neural network (BPNN)
Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 8, 页码: 3581-3593
作者:
Dong, Daoyi
;
Xing, Xi
;
Ma, Hailan
;
Chen, Chunlin
;
Liu, Zhixin
;
Rabitz, Herschel
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浏览/下载:173/0
  |  
提交时间:2020/09/23
Nonhomogeneous media
Robust control
Quantum computing
Task analysis
Chemistry
Machine learning algorithms
Uncertainty
Differential evolution
femtosecond laser
quantum control
quantum learning
quantum robust control
Knowledge mapping of tourism demand forecasting research
期刊论文
TOURISM MANAGEMENT PERSPECTIVES, 2020, 卷号: 35, 页码: 15
作者:
Zhang, Chengyuan
;
Wang, Shouyang
;
Sun, Shaolong
;
Wei, Yunjie
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  |  
浏览/下载:135/0
  |  
提交时间:2020/09/23
Bibliometric analysis
Tourist arrival
Hospitality demand
Knowledge map
CiteSpace
Infographic
A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhang, Guowei
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  |  
浏览/下载:139/0
  |  
提交时间:2020/06/30
Forecasting
Exchange rates
Predictive models
Self-organizing feature maps
Clustering algorithms
exchange rates forecasting
kernel-based extreme learning machine (KELM)
nonlinear ensemble
The Grassmannian of affine subspaces
期刊论文
FOUNDATIONS OF COMPUTATIONAL MATHEMATICS, 2020, 页码: 38
作者:
Lim, Lek-Heng
;
Wong, Ken Sze-Wai
;
Ye, Ke
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  |  
浏览/下载:167/0
  |  
提交时间:2020/06/30
Affine Grassmannian
Affine subspaces
Schubert calculus
homotopy and (co)homology
Probability densities
Distances and metrics
Multivariate data analysis
Improve the spectral clustering by integrating a new modularity similarity index and out-of-sample extension
期刊论文
MODERN PHYSICS LETTERS B, 2020, 卷号: 34, 期号: 11, 页码: 12
作者:
Shen, Dongqin
;
Li, Xiuyi
;
Yan, Guan
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  |  
浏览/下载:152/0
  |  
提交时间:2020/06/30
Spectral clustering
out-of-sample
modularity
similarity measure
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:187/0
  |  
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