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Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者:
Xiao Xue
;
Deyu Zhou
;
Xiangning Yu
;
Gang Wang
;
Juanjuan Li
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浏览/下载:0/0
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提交时间:2024/03/18
Agent-based modeling
computational experiments
cyber-physical-social systems (CPSS)
generative deduction
generative experiments
meta model
A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and causal Relationship
会议论文
New Orleans, 2023-12
作者:
Shiyu, Hu
;
Dailing, Zhang
;
Meiqi, Wu
;
Xiaokun, Feng
;
Xuchen, Li
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浏览/下载:0/0
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提交时间:2024/01/22
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
作者:
Wu CT(吴楚畋)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
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  |  
浏览/下载:16/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
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
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Airport traffic flow
predictive models
deep learning
causality graph
spatiotemporal analysis
Spatial understanding of historical and future landslide variation in Africa
期刊论文
NATURAL HAZARDS, 2023, 页码: 29
作者:
Nahayo, Lamek
;
Peng, Cui
;
Lei, Yu
;
Tan, Rongzhi
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  |  
浏览/下载:8/0
  |  
提交时间:2023/11/16
Africa
Gain information ratio
Landslide susceptibility
Urbanization
A New Model for Emotion-Driven Behavior Extraction from Text
期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 15, 页码: 16
作者:
Sun, Yawei
;
He, Saike
;
Han, Xu
;
Zhang, Ruihua
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浏览/下载:1/0
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提交时间:2023/11/17
emotion analysis
emotion-driven behavior
dataset
prompt paradigm
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
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浏览/下载:21/0
  |  
提交时间:2023/02/07
Carbon price forecast
Granger forecast
Real-time decomposition
Neural Granger causality
Causal temporal convolutional network
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
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提交时间:2023/11/17
Multiple-choice VQA
vision-answer bias
causal intervention
counterfactual interaction learning
Assessing the Causal Effects of Climate Change on Vegetation Dynamics in Northeast China Using Convergence Cross-Mapping
期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 115367-115379
作者:
Wu, Jiapei
;
Zhou, Yuke
;
Wang, Han
;
Wang, Xiaoying
;
Wang, Jiaojiao
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浏览/下载:0/0
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提交时间:2023/12/21
Vegetation mapping
Climate change
Atmospheric measurements
Dynamic programming
Temperature sensors
Meteorological factors
Forestry
Terrestrial atmosphere
Remote sensing
Nonlinear systems
Vegetation dynamic
climate change
causal links
convergent cross mapping
empirical dynamic model
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:15/0
  |  
提交时间:2022/11/21
smart grid
deep reinforcement learning
cooperative agents
communication
causal model
estimating ITE
variational auto-encoder
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