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自动化研究所 [28]
合肥物质科学研究院 [4]
北京大学 [3]
计算技术研究所 [3]
北京航空航天大学 [2]
清华大学 [1]
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期刊论文 [33]
会议论文 [13]
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浏览/检索结果:
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Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting
期刊论文
MACHINE LEARNING, 2024, 页码: 19
作者:
Xu, Baowen
;
Wang, Xuelei
;
Li, Jingwei
;
Liu, Chengbao
收藏
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浏览/下载:1/0
  |  
提交时间:2024/02/21
Spatio-temporal weather forecasting
U-Net
Re-parameterization
Unsupervised Dialogue State Tracking for End-to-End Task-Oriented Dialogue with a Multi-Span Prediction Network
期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 4, 页码: 834-852
作者:
Liu, Qing-Bin
;
He, Shi-Zhu
;
Liu, Cao
;
Liu, Kang
;
Zhao, Jun
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/02/22
end-to-end task-oriented dialogue
dialogue state tracking (DST)
unsupervised learning
reinforcement learning
Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning
会议论文
Austin, TX, USA, 2023-4-30
作者:
Mengqi Zhang
;
Xuwei Xia
;
Qiang Liu
;
Shu Wu
;
Liang Wang
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  |  
浏览/下载:9/0
  |  
提交时间:2023/07/03
Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023, 页码: 27
作者:
Zhao, Tianhong
;
Huang, Zhengdong
;
Tu, Wei
;
Biljecki, Filip
;
Chen, Long
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/16
Graph deep learning
multiview learning
travel demand prediction
multimodal transportation
smart card data
STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
作者:
Zebing Wei
;
Hongxia Zhao
;
Zhishuai Li
;
Xiaojie Bu
;
Yuanyuan Chen
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  |  
浏览/下载:15/0
  |  
提交时间:2023/01/03
Deep learning
graph neural network (GNN)
multi-stream
spatial-temporal feature extraction
temporal graph
traffic prediction
AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 15
作者:
Fang, Shen
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
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  |  
浏览/下载:11/0
  |  
提交时间:2023/02/22
Deep learning
neural architecture search
graph convolution
meta-learning
traffic flow prediction
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 8
作者:
Du, Wenbo
;
Li, Biyue
;
Chen, Jun
;
Lv, Yisheng
;
Li, Yumeng
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  |  
浏览/下载:15/0
  |  
提交时间:2022/11/14
Complexity theory
Atmospheric modeling
Spatiotemporal phenomena
Predictive models
Deep learning
Correlation
Air traffic control
SE-GRU: Structure Embedded Gated Recurrent Unit Neural Networks for Temporal Link Prediction
期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 卷号: 9, 期号: 4, 页码: 2495-2509
作者:
Yin, Yanting
;
Wu, Yajing
;
Yang, Xuebing
;
Zhang, Wensheng
;
Yuan, Xiaojie
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  |  
浏览/下载:41/0
  |  
提交时间:2022/07/25
Time-frequency analysis
Feature extraction
Predictive models
Optimization
Topology
Measurement
Logic gates
Temporal link prediction
dynamic graphs
graph embedding
neural networks
Multilayer Fusion Recurrent Neural Network for Sea Surface Height Anomaly Field Prediction
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:
Zhou, Yuan
;
Lu, Chang
;
Chen, Keran
;
Li, Xiaofeng
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/04/12
Computer architecture
Microprocessors
Predictive models
Mathematical models
Sea surface
Data models
Satellites
Deep learning (DL)
field prediction
satellite remote sensing data
sea surface height anomaly (SSHA)
Bi-LSTM Model for Time Series Leaf Area Index Estimation Using Multiple Satellite Products
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Liu, Tian
;
Jin, Huaan
;
Xie, Xinyao
;
Fang, Hongliang
;
Wei, Dandan
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/11/02
Bidirectional long short-term memory (Bi-LSTM)
deep learning (DL)
leaf area index (LAI)
time series
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