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A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 13
作者:
Du, Wenbo
;
Chen, Shenwen
;
Li, Zhishuai
;
Cao, Xianbin
;
Lv, Yisheng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Airport traffic flow
predictive models
deep learning
causality graph
spatiotemporal analysis
Forecasting carbon prices based on real-time decomposition and causal temporal convolutional networks
期刊论文
APPLIED ENERGY, 2023, 卷号: 331, 页码: 20
作者:
Li, Dan
;
Li, Yijun
;
Wang, Chaoqun
;
Chen, Min
;
Wu, Qi
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/02/07
Carbon price forecast
Granger forecast
Real-time decomposition
Neural Granger causality
Causal temporal convolutional network
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:17/0
  |  
提交时间:2023/01/03
Causal inference
data-driven analytics framework
digital therapeutics (DTx)
mobile and wearable data
technical and behavioral engagement
Reducing Vision-Answer Biases for Multiple-Choice VQA
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 4621-4634
作者:
Zhang, Xi
;
Zhang, Feifei
;
Xu, Changsheng
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  |  
浏览/下载:0/0
  |  
提交时间:2023/11/17
Multiple-choice VQA
vision-answer bias
causal intervention
counterfactual interaction learning
Pruning the Communication Bandwidth between Reinforcement Learning Agents through Causal Inference: An Innovative Approach to Designing a Smart Grid Power System
期刊论文
SENSORS, 2022, 卷号: 22, 期号: 20, 页码: 24
作者:
Zhang, Xianjie
;
Liu, Yu
;
Li, Wenjun
;
Gong, Chen
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  |  
浏览/下载:12/0
  |  
提交时间:2022/11/21
smart grid
deep reinforcement learning
cooperative agents
communication
causal model
estimating ITE
variational auto-encoder
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
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  |  
浏览/下载:13/0
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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
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  |  
浏览/下载:5/0
  |  
提交时间:2022/06/17
Adversarial sample
adversarial defense
causal inference
interpretable machine learning
transformers
Causal Reasoning Meets Visual Representation Learning: A Prospective Study
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511
作者:
Yang Liu, Yu-Shen Wei, Hong Yan, Guan-Bin Li, Liang Lin
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  |  
浏览/下载:8/0
  |  
提交时间:2022/12/01
Causal reasoning
visual representation learning
reliable artificial intelligence
spatial-temporal data
multi-modal analysis
Carbon and sulfur cycling during the mid-Ludfordian anomaly and the linkage with the late Silurian Lau/Kozlowskii Bioevent
期刊论文
PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY, 2021, 卷号: 564, 页码: 19
作者:
Fryda, Jiri
;
Lehnert, Oliver
;
Frydova, Barbora
;
Farkas, Juraj
;
Kubajko, Michal
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/07/20
Peri-Gondwana
Prague Basin
Carbon isotopes
Sulfur isotopes
Atmospheric CO2
Redox conditions
Integrating Knowledge Into End-to-End Speech Recognition From External Text-Only Data
期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 卷号: 29, 页码: 1340-1351
作者:
Bai, Ye
;
Yi, Jiangyan
;
Tao, Jianhua
;
Wen, Zhengqi
;
Tian, Zhengkun
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/06/07
End-to-End
language modeling
speech recognition
teacher-student learning
transfer learning
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