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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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Kernel reconstruction learning
期刊论文
NEUROCOMPUTING, 2023, 卷号: 522, 页码: 1-10
作者:
Wu, Yun
;
Xiong, Shifeng
收藏
  |  
浏览/下载:105/0
  |  
提交时间:2023/02/07
Kernel method
Representer theorem
Interpolation
Classification
Density estimation
Sequential algorithm
hDirect-MAP: projection-free single-cell modeling of response to checkpoint immunotherapy
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 16
作者:
Lu, Yong
;
Xue, Gang
;
Zheng, Ningbo
;
Han, Kun
;
Yang, Wenzhong
;
Wang, Rui-Sheng
;
Wu, Lingyun
;
Miller, Lance D.
;
Pardee, Timothy
;
Triozzi, Pierre L.
;
Lo, Hui-Wen
;
Watabe, Kounosuke
;
Wong, Stephen T. C.
;
Pasche, Boris C.
;
Zhang, Wei
;
Jin, Guangxu
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  |  
浏览/下载:125/0
  |  
提交时间:2023/02/07
single-cell RNA sequencing (scRNA-seq)
single-cell mass cytometry (CyTOF)
Pareto optimization
projection-free single-cell modeling
response to immune checkpoint blockade
Multi-step metal prices forecasting based on a data preprocessing method and an optimized extreme learning machine by marine predators algorithm
期刊论文
RESOURCES POLICY, 2021, 卷号: 74, 页码: 10
作者:
Du, Pei
;
Guo, Ju'e
;
Sun, Shaolong
;
Wang, Shouyang
;
Wu, Jing
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  |  
浏览/下载:147/0
  |  
提交时间:2022/04/02
Metal prices forecasting
Data processing method
Optimized extreme learning machine
Hybrid forecasting model
Exploring Statistical Arbitrage Opportunities Using Machine Learning Strategy
期刊论文
COMPUTATIONAL ECONOMICS, 2021, 页码: 22
作者:
Zhan, Baoqiang
;
Zhang, Shu
;
Du, Helen S.
;
Yang, Xiaoguang
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  |  
浏览/下载:119/0
  |  
提交时间:2022/04/02
Statistical arbitrage
Cointegration
Machine learning
Opportunities exploration
A Minimax Probability Machine for Nondecomposable Performance Measures
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Junru
;
Qiao, Hong
;
Zhang, Bo
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  |  
浏览/下载:143/0
  |  
提交时间:2022/04/02
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures
DeepDigest: Prediction of Protein Proteolytic Digestion with Deep Learning
期刊论文
ANALYTICAL CHEMISTRY, 2021, 卷号: 93, 期号: 15, 页码: 6094-6103
作者:
Yang, Jinghan
;
Gao, Zhiqiang
;
Ren, Xiuhan
;
Sheng, Jie
;
Xu, Ping
;
Chang, Cheng
;
Fu, Yan
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  |  
浏览/下载:145/0
  |  
提交时间:2021/10/26
Distribution-Free One-Pass Learning
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 951-963
作者:
Zhao, Peng
;
Wang, Xinqiang
;
Xie, Siyu
;
Guo, Lei
;
Zhou, Zhi-Hua
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  |  
浏览/下载:173/0
  |  
提交时间:2021/04/26
Data models
Random variables
Proposals
Training
Prediction algorithms
Task analysis
Compressed sensing
Distribution change
one-pass learning
robust learning
non-stationary environments
Spectral Method for Phase Retrieval: An Expectation Propagation Perspective
期刊论文
IEEE TRANSACTIONS ON INFORMATION THEORY, 2021, 卷号: 67, 期号: 2, 页码: 1332-1355
作者:
Ma, Junjie
;
Dudeja, Rishabh
;
Xu, Ji
;
Maleki, Arian
;
Wang, Xiaodong
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  |  
浏览/下载:165/0
  |  
提交时间:2021/04/26
Phase measurement
Message passing
Tools
Signal processing algorithms
Prediction algorithms
Numerical models
Approximation algorithms
Phase retrieval
spectral method
coded diffraction pattern
expectation propagation (EP)
approximate message passing (AMP)
state evolution
orthogonal AMP
vector AMP
Prediction on nonlinear mechanical performance of random particulate composites by a statistical second-order reduced multiscale approach
期刊论文
ACTA MECHANICA SINICA, 2021, 页码: 19
作者:
Yang, Zhiqiang
;
Sun, Yi
;
Liu, Yizhi
;
Cui, Junzhi
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  |  
浏览/下载:122/0
  |  
提交时间:2021/04/26
SSRM algorithms
Reduced order homogenization
Homogenization
Random composites
A General Joint Matrix Factorization Framework for Data Integration and Its Systematic Algorithmic Exploration
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 9, 页码: 1971-1983
作者:
Zhang, Lihua
;
Zhang, Shihua
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  |  
浏览/下载:148/0
  |  
提交时间:2021/01/14
Sparse matrices
Pattern recognition
Data integration
Prediction algorithms
Data models
Matrix decomposition
Signal processing algorithms
Bioinformatics
data integration
network-regularized constraint
nonnegative matrix factorization (NMF)
pattern recognition