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北京大学 [26]
厦门大学 [4]
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复旦大学上海医学院 [4]
北京航空航天大学 [2]
武汉大学 [2]
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会议论文 [4]
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Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
作者:
Uichin Lee
;
Gyuwon Jung
;
Eun-Yeol Ma
;
Jin San Kim
;
Heepyung Kim
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2023/01/03
Causal inference
data-driven analytics framework
digital therapeutics (DTx)
mobile and wearable data
technical and behavioral engagement
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2022, 页码: 13
作者:
Shi, Chengchun
;
Wang, Xiaoyu
;
Luo, Shikai
;
Zhu, Hongtu
;
Ye, Jieping
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/04/29
A/B testing
Causal inference
Online experiment
Online updating
Reinforcement learning
Sequential testing
Towards Interpretable Defense Against Adversarial Attacks via Causal Inference
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 209-226
作者:
Min Ren
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2022/06/17
Adversarial sample
adversarial defense
causal inference
interpretable machine learning
transformers
Exploring Exposure Bias in Recommender Systems from Causality Perspective
会议论文
Hainan Island, China, 2021-12-06
作者:
Yang, Yi
;
Li, Meng
;
Hu, Xueyang
;
Pan, Guoyang
;
Huang, Weixing
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/03/31
exposure bias
causal inference
implicit feedback
survey
causality
recommender system
Application of Causal Inference to Genomic Analysis: Advances in Methodology
期刊论文
FRONTIERS IN GENETICS, 2018, 卷号: 9
作者:
Hu, Pengfei
;
Jiao, Rong
;
Jin, Li
;
Xiong, Momiao
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  |  
浏览/下载:10/0
  |  
提交时间:2019/12/05
causal inference
genomic analysis
additive noise models for discrete variables
association analysis
entropy
Causal modeling in a multi-omic setting: insights from GAW20
期刊论文
BMC GENETICS, 2018, 卷号: 19
作者:
Auerbach, Jonathan
;
Howey, Richard
;
Jiang, Lai
;
Justice, Anne
;
Li, Liming
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  |  
浏览/下载:19/0
  |  
提交时间:2019/12/05
Genomics
Epigenomics
Causal inference
Mendelian randomization
Bayesian networks
Structural equation modeling
Outliers
Variable selection methods
Mendelian randomization analysis indicates serum urate has a causal effect on renal function in Chinese women
期刊论文
INTERNATIONAL UROLOGY AND NEPHROLOGY, 2017, 卷号: 49, 期号: 11
作者:
Liu, Jing
;
Zhang, Hui
;
Dong, Zheng
;
Zhou, Jingru
;
Ma, Yanyun
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/05
Genetic epidemiology
Causal inference
Uric acid
Serum creatinine
Estimated glomerular filtration rate
The indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of Danish school youth
其他
2017-01-01
Andersen, Mikkel Porsborg
;
Starkof, Liis
;
Sessa, Maurizio
;
Mortensen, Rikke Normark
;
Vardinghus-Nielsen, Henrik
;
Boggild, Henrik
;
Lange, Theis
;
Torp-Pedersen, Christian
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2017/12/03
Physical fitness
Academic achievement
Post-compulsory education
Scholastic abilities
Causal inference
Mediation analysis
CIVIL REGISTRATION SYSTEM
AEROBIC FITNESS
PREADOLESCENT CHILDREN
ELEMENTARY-SCHOOL
SELF-ESTEEM
EXERCISE
HEALTH
ASSOCIATION
PERFORMANCE
CHILDHOOD
Causal inference between bioavailability of heavy metals and environmental factors in a large-scale region
期刊论文
ENVIRONMENTAL POLLUTION, 2017, 卷号: 226
作者:
Liu, Yuqiong
;
Du, Qingyun
;
Wang, Qi
;
Yu, Huanyun
;
Liu, Jianfeng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Bioavailability
Environmental factor
Causal inference
Heavy metal
Intervention calculus when the directed
acyclic graph is absent
Backdoor criterion
因果分析和因果推理——适用于社会科学的因果理论研究
学位论文
2016, 2016
彭新波
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  |  
浏览/下载:6/0
  |  
提交时间:2017/06/20
因果性
因果推理
社会科学
causality
causal inference
social science
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