中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究所 [6]
数学与系统科学研究院 [3]
地质与地球物理研究所 [1]
海洋研究所 [1]
自动化研究所 [1]
沈阳自动化研究所 [1]
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OAI收割 [14]
内容类型
期刊论文 [12]
会议论文 [2]
发表日期
2025 [1]
2023 [1]
2022 [1]
2021 [3]
2020 [3]
2019 [1]
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学科主题
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An Improved Hybrid GC-LSTM Framework for Hourly Nowcasting of Ground-Level NO
2
Concentrations Over Beijing-Tianjin-Hebei Region
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 14
作者:
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/03/03
Atmospheric modeling
Monitoring
Predictive models
Satellites
Long short term memory
Forecasting
Accuracy
Air pollution
Spatial resolution
Graphical models
Grained cascade forest (gcForest)
ground-level nitrogen dioxide (NO2)
long short-term memory (LSTM)
nowcasting
tropospheric monitoring instrument (TROPOMI)
Short-term load forecasting with an improved dynamic decomposition-reconstruction-ensemble approach
期刊论文
OAI收割
ENERGY, 2023, 卷号: 263, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-e
;
Li, Yanzhao
;
Sun, Shaolong
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2023/02/07
Short -term load forecasting
Time series modeling
Dynamic decomposition-reconstruction tech
nique
Neural networks
An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting
期刊论文
OAI收割
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-E
;
Sun, Shaolong
;
Han, Jing
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2022/04/02
Short-term load forecasting
Bivariate empirical mode decomposition
Decomposition-ensemble approach
Reconstruction
Bayesian optimization
Long short-term memory network
Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 10, 页码: 6365-6383
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/09/21
Roads
Predictive models
Spatiotemporal phenomena
Adaptation models
Forecasting
Vehicle dynamics
Partitioning algorithms
Dynamic spatiotemporal k-nearest neighbor model
short-term traffic forecasting
spatiotemporal pattern
temporal non-stationarity
Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 10, 页码: 6365-6383
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/09/21
Roads
Predictive models
Spatiotemporal phenomena
Adaptation models
Forecasting
Vehicle dynamics
Partitioning algorithms
Dynamic spatiotemporal k-nearest neighbor model
short-term traffic forecasting
spatiotemporal pattern
temporal non-stationarity
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者:
Xiurui Hou
;
Kai Wang
;
Cheng Zhong
;
Zhi Wei
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/04/09
Graph convolution network
long-short term memory network
stock market forecasting
variational autoencoder (VAE)
Causal convolutional gated recurrent unit network with multiple decomposition methods for short-term wind speed forecasting
期刊论文
OAI收割
ENERGY CONVERSION AND MANAGEMENT, 2020, 卷号: 226, 页码: 15
作者:
Zhang, Guowei
;
Liu, Da
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/04/26
Causal convolutional network
Gated recurrent unit
Multiple decomposition methods
Short-term wind speed forecasting
An Approach for Filter Divergence Suppression in a Sequential Data Assimilation System and Its Application in Short-Term Traffic Flow Forecasting
期刊论文
OAI收割
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 6, 页码: 16
作者:
Tong, Xiaohua
;
Wang, Runjie
;
Shi, Wenzhong
;
Li, Zhiyuan
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/09/28
sequential data assimilation system
filter divergence
gain matrix
L-1-norm constrained
short-term traffic flow forecasting
Short-term load forecasting of long-short term memory neural network based on genetic algorithm
会议论文
OAI收割
Wuhan, China, October 30 - November 1, 2020
作者:
Li WT(李婉婷)
;
Zang CZ(臧传治)
;
Liu D(刘鼎)
;
Zeng P(曾鹏)
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/03/14
load forecasting
long-short term neural networks
genetic algorithm
learning rate
iteration number
A novel residual graph convolution deep learning model for short-term network-based traffic forecasting
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 页码: 27
作者:
Zhang, Yang
;
Cheng, Tao
;
Ren, Yibin
;
Xie, Kun
  |  
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2020/03/20
Short-term traffic forecasting
spatial-temporal dependency
network topology
graph convolution
residual long short-term memory