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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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An adaptive group LASSO approach for domain selection in functional generalized linear models
期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 219, 页码: 13-32
Authors:
Sun, Yifan
;
Wang, Qihua
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View/Download:21/0
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Submit date:2022/06/21
Functional data
Adaptive LASSO
Group LASSO
Null region detection
B-spline
A New Context Tree Inference Algorithm for Variable Length Markov Chain Model with Applications to Biological Sequence Analyses
期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2022, 页码: 18
Authors:
An, Shaokun
;
Ren, Jie
;
Sun, Fengzhu
;
Wan, Lin
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View/Download:21/0
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Submit date:2022/06/21
biological sequence analyses
consistent context algorithm
variable length Markov chains
word count statistics
Optimal convergence of finite element approximation to an optimization problem with PDE constraint*
期刊论文
INVERSE PROBLEMS, 2022, 卷号: 38, 期号: 4, 页码: 45
Authors:
Gong, Wei
;
Tan, Zhiyu
;
Zhou, Zhaojie
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View/Download:30/0
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Submit date:2022/04/29
inverse source problem
optimal control
finite element method
a priori error estimate
a posteriori error estimate
adaptivity
rate optimality
Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder
期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 12
Authors:
Dong, Kangning
;
Zhang, Shihua
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View/Download:20/0
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Submit date:2022/06/21
Forecasting daily tourism volume: a hybrid approach with CEMMDAN and multi-kernel adaptive ensemble
期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 20
Authors:
Zhao, Erlong
;
Du, Pei
;
Azaglo, Ernest Young
;
Wang, Shouyang
;
Sun, Shaolong
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View/Download:27/0
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Submit date:2022/04/29
Daily tourism volume forecasting
decomposition ensemble approach
sample entropy
kernel extreme learning machine
multi-kernel adaptive strategy
Adaptive subsample estimation for multivariate normal distributions
期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 页码: 8
Authors:
Wu, Xi
;
Mu, Weiyan
;
Xiong, Shifeng
;
Li, Xinmin
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View/Download:33/0
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Submit date:2022/04/29
Kolmogorov-Smirnov statistic
Minimum covariance determinant
Minimum distance estimation
Robust estimation
Subsample selection
Importance-Penalized Joint Graphical Lasso (IPJGL): differential network inference via GGMs
期刊论文
BIOINFORMATICS, 2022, 卷号: 38, 期号: 3, 页码: 770-777
Authors:
Leng, Jiacheng
;
Wu, Ling-Yun
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Submit date:2022/04/02
Seasonal and trend forecasting of tourist arrivals: An adaptive multiscale ensemble learning approach
期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 18
Authors:
Xing, Guangyuan
;
Sun, Shaolong
;
Bi, Dan
;
Guo, Ju-e
;
Wang, Shouyang
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View/Download:28/0
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Submit date:2022/04/02
ensemble learning
least square support vector regression
seasonality
tourism demand forecasting
variational mode decomposition
A novel machine learning-based electricity price forecasting model based on optimal model selection strategy
期刊论文
ENERGY, 2022, 卷号: 238, 页码: 14
Authors:
Yang, Wendong
;
Sun, Shaolong
;
Hao, Yan
;
Wang, Shouyang
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Submit date:2022/04/02
Electricity price
Forecasting
Hybrid model
Model selection
Kernel-based extreme learning machine
Multi-step-ahead wind speed forecasting based on a hybrid decomposition method and temporal convolutional networks
期刊论文
ENERGY, 2022, 卷号: 238, 页码: 22
Authors:
Li, Dan
;
Jiang, Fuxin
;
Chen, Min
;
Qian, Tao
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View/Download:35/0
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Submit date:2022/04/02
Wind speed forecasting
Ensemble patch transform
Complete ensemble empirical mode
decomposition
Temporal convolutional network
Hybrid method