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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:6/0
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Submit date:2022/06/21
Functional data
Adaptive LASSO
Group LASSO
Null region detection
B-spline
Two-sample functional linear models with functional responses
期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 218, 页码: 85-105
Authors:
Xu, Wenchao
;
Lin, Hongmei
;
Zhang, Riquan
;
Liang, Hua
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View/Download:16/0
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Submit date:2022/04/02
Asymptotic normality
Functional linear regression
Functional response
Functional principal component analysis
Rate of convergence
Semiparametric comparison
Gene-level association analysis of ordinal traits with functional ordinal logistic regressions
期刊论文
GENETIC EPIDEMIOLOGY, 2022, 页码: 22
Authors:
Chiu, Chi-Yang
;
Wang, Shuqi
;
Zhang, Bingsong
;
Luo, Yutong
;
Simpson, Claire
;
Zhang, Wei
;
Wilson, Alexander F.
;
Bailey-Wilson, Joan E.
;
Agron, Elvira
;
Chew, Emily Y.
;
Zhang, Jun
;
Xiong, Momiao
;
Fan, Ruzong
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View/Download:8/0
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Submit date:2022/06/21
association mapping
complex disease
functional data analysis
ordinal traits
rare variants
sequence data
A simulation study to examine the impact of recombination on phylogenomic inferences under the multispecies coalescent model
期刊论文
MOLECULAR ECOLOGY, 2022, 页码: 16
Authors:
Zhu, Tianqi
;
Flouri, Tomas
;
Yang, Ziheng
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View/Download:12/0
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Submit date:2022/04/29
BPP
introgression
MSci
multispecies coalescent
recombination
species delimitation
species tree
BiTSC2: Bayesian inference of tumor clonal tree by joint analysis of single-cell SNV and CNA data
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 页码: 12
Authors:
Chen, Ziwei
;
Gong, Fuzhou
;
Wan, Lin
;
Ma, Liang
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Submit date:2022/06/21
single-cell DNA sequencing
intra-tumor heterogeneity
single nucleotide variation
copy number alteration
Bayesian modeling
cancer evolution
Hybrid data decomposition-based deep learning for Bitcoin prediction and algorithm trading
期刊论文
Financial Innovation, 2022, 卷号: 8, 期号: 1
Authors:
Li,Yuze
;
Jiang,Shangrong
;
Li,Xuerong
;
Wang,Shouyang
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Submit date:2022/04/29
Bitcoin price
Variational mode decomposition
Deep learning
Price forecasting
Algorithmic trading
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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Submit date:2022/04/29
Daily tourism volume forecasting
decomposition ensemble approach
sample entropy
kernel extreme learning machine
multi-kernel adaptive strategy
A Comprehensive Survey on Community Detection With Deep Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
Authors:
Su, Xing
;
Xue, Shan
;
Liu, Fanzhen
;
Wu, Jia
;
Yang, Jian
;
Zhou, Chuan
;
Hu, Wenbin
;
Paris, Cecile
;
Nepal, Surya
;
Jin, Di
;
Sheng, Quan Z.
;
Yu, Philip S.
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Submit date:2022/04/29
Deep learning
Taxonomy
Optimization
Partitioning algorithms
Clustering algorithms
Social networking (online)
Peer-to-peer computing
Community detection
deep learning
graph neural network
network representation
social networks
Cross-Network Skip-Gram Embedding for Joint Network Alignment and Link Prediction
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 3, 页码: 1080-1095
Authors:
Du, Xingbo
;
Yan, Junchi
;
Zhang, Rui
;
Zha, Hongyuan
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View/Download:23/0
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Submit date:2022/04/02
Task analysis
Predictive models
Social network services
Peer-to-peer computing
Optimization
Computational modeling
Computer science
Link prediction
network alignment
cross-network embedding
skip-gram
biased random walk
Big Data in Forecasting Research: A Literature Review
期刊论文
BIG DATA RESEARCH, 2022, 卷号: 27, 页码: 30
Authors:
Tang, Ling
;
Li, Jieyi
;
Du, Hongchuan
;
Li, Ling
;
Wu, Jun
;
Wang, Shouyang
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View/Download:29/0
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Submit date:2022/04/02
Big data
Forecasting
Literature review
Prediction models
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