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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 [20]
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孙六全 [4]
吴凌云 [3]
张世华 [3]
王勇 [2]
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Dynamic semiparametric transformation models for recurrent event data with a terminal event
期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 16
作者:
Jin, Jin
;
Song, Xinyuan
;
Sun, Liuquan
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2023/02/07
dynamic regression
marginal modeling
recurrent events
terminal event
time-varying coefficients
transformation models
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:98/0
  |  
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)
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
作者:
Chen, Ziwei
;
Gong, Fuzhou
;
Wan, Lin
;
Ma, Liang
收藏
  |  
浏览/下载:156/0
  |  
提交时间:2022/06/21
single-cell DNA sequencing
intra-tumor heterogeneity
single nucleotide variation
copy number alteration
Bayesian modeling
cancer evolution
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
收藏
  |  
浏览/下载:118/0
  |  
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
Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
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  |  
浏览/下载:87/0
  |  
提交时间:2023/02/07
Task analysis
Feature extraction
Data models
Computational modeling
Learning systems
Training
Support vector machines
Deep learning
incremental learning
open-set recognition (OSR)
remote sensing (RS) image scene classification
Online Active Learning for Drifting Data Streams
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Sanmin
;
Xue, Shan
;
Wu, Jia
;
Zhou, Chuan
;
Yang, Jian
;
Li, Zhao
;
Cao, Jie
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  |  
浏览/下载:139/0
  |  
提交时间:2022/04/02
Labeling
Data models
Uncertainty
Biological system modeling
Computational modeling
Cognition
Adaptation models
Active learning
concept drift
data stream classification
online incremental learning
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
收藏
  |  
浏览/下载:158/0
  |  
提交时间:2021/04/26
incubation period
kernel estimation
maximum likelihood
optimal solution
probability constraint
statistical modeling
An Integrative Framework for Combining Sequence and Epigenomic Data to Predict Transcription Factor Binding Sites Using Deep Learning
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2021, 卷号: 18, 期号: 1, 页码: 355-364
作者:
Jing, Fang
;
Zhang, Shao-Wu
;
Cao, Zhen
;
Zhang, Shihua
收藏
  |  
浏览/下载:160/0
  |  
提交时间:2021/04/26
Bioinformatics
machine learning
transcription factors binding sites
convolutional neural networks
DNA accessibility
histone modification
A joint modeling approach for analyzing marker data in the presence of a terminal event
期刊论文
BIOMETRICS, 2020, 页码: 12
作者:
Zhou, Jie
;
Chen, Xin
;
Song, Xinyuan
;
Sun, Liuquan
收藏
  |  
浏览/下载:171/0
  |  
提交时间:2020/05/24
joint modeling
longitudinal data analysis
marker process
medical costs
recurrent events
terminal event
Variable selection in joint frailty models of recurrent and terminal events
期刊论文
BIOMETRICS, 2020, 页码: 10
作者:
Han, Dongxiao
;
Su, Xiaogang
;
Sun, Liuquan
;
Zhang, Zhou
;
Liu, Lei
收藏
  |  
浏览/下载:202/0
  |  
提交时间:2020/05/24
frailty models
informative censoring
proportional hazards models
recurrent event
survival analysis
variable selection