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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 [38]
作者
王启华 [10]
闫桂英 [8]
孙六全 [5]
张世华 [4]
王勇 [4]
周勇 [3]
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共38条,第1-10条
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Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Lin, Xixun
;
Li, Zhao
;
Zhang, Peng
;
Liu, Luchen
;
Zhou, Chuan
;
Wang, Bin
;
Tian, Zhihong
收藏
  |  
浏览/下载:106/0
  |  
提交时间:2023/02/07
Task analysis
Kernel
Training
Decoding
Stochastic processes
Predictive models
Computational modeling
Few-shot learning
graph classification
graph neural networks (GNNs)
neural process (NP)
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
Additive hazard regression of event history studies with intermittently measured covariates
期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2021, 页码: 22
作者:
Sun, Xiaowei
;
Song, Xinyuan
;
Sun, Liuquan
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  |  
浏览/下载:129/0
  |  
提交时间:2021/10/26
Additive hazard regression
event history data
intermittently measured covariates
kernel weighted estimation
Determination and estimation of optimal quarantine duration for infectious diseases with application to data analysis of COVID-19
期刊论文
BIOMETRICS, 2021, 页码: 10
作者:
Wang, Ruoyu
;
Wang, Qihua
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  |  
浏览/下载:164/0
  |  
提交时间:2021/04/26
incubation period
kernel estimation
maximum likelihood
optimal solution
probability constraint
statistical modeling
A kernel non-negative matrix factorization framework for single cell clustering
期刊论文
APPLIED MATHEMATICAL MODELLING, 2021, 卷号: 90, 页码: 875-888
作者:
Jiang, Hao
;
Yi, Ming
;
Zhang, Shihua
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  |  
浏览/下载:126/0
  |  
提交时间:2021/04/26
Single cell RNA-sequencing
Kernel non-negative matrix factorization
Cellular heterogeneity
A non-marginal variable screening method for the varying coefficient Cox model
期刊论文
STATISTICS AND ITS INTERFACE, 2021, 卷号: 14, 期号: 2, 页码: 197-209
作者:
Qu, Lianqiang
;
Sun, Liuquan
收藏
  |  
浏览/下载:162/0
  |  
提交时间:2021/04/26
Cox model
Kernel smoothing
Non-marginal screening
Ultrahigh-dimensionality
Varying coefficient
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:188/0
  |  
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
Conditional probability estimation based classification with class label missing at random
期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 176, 页码: 13
作者:
Sheng, Ying
;
Wang, Qihua
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  |  
浏览/下载:158/0
  |  
提交时间:2020/05/24
Binary classification
Conditional probability estimation
Missing at random
Reproducing kernel Hilbert space
SUFFICIENT DIMENSION REDUCTION UNDER DIMENSION-REDUCTION-BASED IMPUTATION WITH PREDICTORS MISSING AT RANDOM
期刊论文
STATISTICA SINICA, 2019, 卷号: 29, 期号: 4, 页码: 1751-1778
作者:
Yang, Xiaojie
;
Wang, Qihua
收藏
  |  
浏览/下载:261/0
  |  
提交时间:2020/01/10
Kernel imputation
missing at random
missing predictors
sliced inverse regression
sufficient dimension reduction
Identification of local sparsity and variable selection for varying coefficient additive hazards models
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 125, 页码: 119-135
作者:
Qu, Lianqiang
;
Song, Xinyuan
;
Sun, Liuquan
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  |  
浏览/下载:226/0
  |  
提交时间:2018/07/30
Additive hazards models
Group penalty
Kernel smoothing
Local sparsity
Oracle property
Varying coefficients