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科研机构
自动化研究所 [79]
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期刊论文 [52]
学位论文 [19]
会议论文 [8]
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2023 [11]
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2021 [8]
2020 [6]
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2018 [6]
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交叉与边缘领域的力学 [1]
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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
Linearizing Battery Degradation for Health-Aware Vehicle Energy Management
期刊论文
IEEE TRANSACTIONS ON POWER SYSTEMS, 2023, 卷号: 38, 期号: 5, 页码: 4890-4899
作者:
Li, Shuangqi
;
Zhao, Pengfei
;
Gu, Chenghong
;
Huo, Da
;
Li, Jianwei
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Electric vehicle
battery energy storage system
battery aging
model-data-driven method
energy management
vehicle to grid
Optimal adaptive nonpharmaceutical interventions to mitigate the outbreak of respiratory infections following the COVID-19 pandemic: a deep reinforcement learning study in Hong Kong, China
期刊论文
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2023, 页码: 9
作者:
Yao, Yao
;
Zhou, Hanchu
;
Cao, Zhidong
;
Zeng, Daniel Dajun
;
Zhang, Qingpeng
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Covid-19
reinforcement learning
artificial intelligence
machine learning
mathematical modelling
infectious diseases
Machine learning versus crop growth models: an ally, not a rival
期刊论文
AOB PLANTS, 2023, 卷号: 15, 期号: 2, 页码: 7
作者:
Zhang, Ningyi
;
Zhou, Xiaohan
;
Kang, Mengzhen
;
Hu, Bao-Gang
;
Heuvelink, Ep
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Knowledge
and data-driven modelling
Machine learning
Process-based models
yield prediction
Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1445-1461
作者:
Xiaoyu Jiang
;
Xiangyin Kong
;
Zhiqiang Ge
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/05/29
Curse of dimensionality
data augmentation
data-driven modeling
industrial processes
machine learning
A Data-Driven Rutting Depth Short-Time Prediction Model With Metaheuristic Optimization for Asphalt Pavements Based on RIOHTrack
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1918-1932
作者:
Zhuoxuan Li
;
Iakov Korovin
;
Xinli Shi
;
Sergey Gorbachev
;
Nadezhda Gorbacheva
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  |  
浏览/下载:7/0
  |  
提交时间:2023/09/07
Extreme learning machine algorithm with residual correction (RELM), metaheuristic optimization
oil-gas transportation
RIOHTrack
rutting depth
Machine Learning Methods in Solving the Boolean Satisfiability Problem
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
作者:
Wenxuan Guo
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  |  
浏览/下载:0/0
  |  
提交时间:2023/09/25
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization
Driver Intent Prediction and Collision Avoidance With Barrier Functions
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 365-375
作者:
Yousaf Rahman
;
Abhishek Sharma
;
Mrdjan Jankovic
;
Mario Santillo
;
Michael Hafner
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/01/16
Machine Learning for Brain Imaging Genomics Methods: A Review
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
作者:
Mei-Ling Wang
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  |  
浏览/下载:14/0
  |  
提交时间:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction
Machine Learning in Lung Cancer Radiomics
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 753-782
作者:
Jiaqi Li
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/23
Machine learning, lung cancer, radiomics, medical image, clinical application
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