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武汉大学 [9]
湖南大学 [7]
北京航空航天大学 [6]
自动化研究所 [4]
兰州理工大学 [3]
地理科学与资源研究所 [3]
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期刊论文 [42]
会议论文 [8]
发表日期
2019 [50]
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A novel residual graph convolution deep learning model for short-term network-based traffic forecasting
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 34, 期号: 5, 页码: 27
作者:
Zhang, Yang
;
Cheng, Tao
;
Ren, Yibin
;
Xie, Kun
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/03/20
Short-term traffic forecasting
spatial-temporal dependency
network topology
graph convolution
residual long short-term memory
Short-Term Solar Power Generation Forecasting Via Continuous Conditional Random Fields
会议论文
Chengdu, China, China, 6-9 Dec. 2019
作者:
Pan, Cheng
;
Tan, Jie
;
Feng, Dandan
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/09/25
continuous conditional random fields , solar generation forecasting , regularization
Very Short-Term Solar Generation Forecasting Based on LSTM with Temporal Attention Mechanism
会议论文
Chengdu, China, China, 6-9 Dec. 2019
作者:
Pan, Cheng
;
Tan, Jie
;
Feng, Dandan
;
Li, Yi
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2020/09/25
photovoltaic power prediction , Long Short-Term Memory (LSTM) , attention mechanism , machine learning , partial correlation analysis
Short-term electricity load forecasting using a mapreduce-based elman networks with coarse-grained parallel genetic optimization
会议论文
Dali, China, December 6, 2019 - December 8, 2019
作者:
Bao, Guangqing
;
Liu, Fuchao
;
He, Xin
;
Zhang, Gang
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2020/11/15
Agricultural robots
Biomimetics
Efficiency
Electric power plant loads
Forecasting
Genetic algorithms
Neural networks
Robotics
Coarse-grained parallels
Electrical load forecasting
Elman neural network
Elman neural networks (ENN)
Map-reduce
Meteorological information
Short-term electrical loads
Short-term electricity load forecasting
A hybrid VMD-BiGRU model for rubber futures time series forecasting
期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 84, 页码: 13
作者:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Wu, Yiqiong
;
Wang, Lin
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  |  
浏览/下载:69/0
  |  
提交时间:2020/01/10
BiGRU
Rubber futures
Time series
VMD
Volatility prediction
Deep Learning with Long Short-Term Memory Networks for Air Temperature Predictions
会议论文
Dublin, Ireland, October 17, 2019 - October 19, 2019
作者:
Li, Cong
;
Zhang, Yaonan
;
Zhao, Guohui
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2020/11/15
Agricultural robots
Agriculture
Atmospheric temperature
Brain
Decision trees
Deep learning
Deep neural networks
Forecasting
Manufacture
Random forests
Agricultural productions
Air temperature
Meteorological variables
Prediction accuracy
Process temperature
Short term memory
Temperature prediction
Time-series data
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
;
Wu, Sheng
收藏
  |  
浏览/下载:104/0
  |  
提交时间:2019/09/24
Multi-view learning
Multi-task learning
Particle swarm optimization
Spatiotemporal dependency
Spatiotemporal heterogeneity
Task relationship learning
Multi-Modality Multi-Task Recurrent Neural Network for Online Action Detection
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 期号: 9, 页码: 2667-2682
作者:
Liu, Jiaying
;
Li, Yanghao
;
Song, Sijie
;
Xing, Junliang
;
Lan, Cuiling
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2019/12/16
Action detection
recurrent neural network
multi-modality
joint classification-regression
Short-term effects of nitrogen deposition on soil respiration components in two alpine coniferous forests, southeastern Tibetan Plateau
期刊论文
JOURNAL OF FORESTRY RESEARCH, 2019, 卷号: 30, 期号: 3, 页码: 1029-1041
作者:
Wang, Jian
;
Wang, Genxu
;
Fu, Yu
;
Chen, Xiaopeng
;
Song, Xiaoyan
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2019/06/03
N addition
Heterotrophic soil respiration
Autotrophic soil respiration
Q(10)
Alpine forest ecosystem
Forecasting horticultural products price using ARIMA model and neural network based on a large-scale data set collected by Web crawler
期刊论文
IEEE Transactions on Computational Social Systems, 2019, 卷号: 6, 期号: 3, 页码: 547-553
作者:
Weng, Yuchen
;
Wang, Xiujuan
;
Kang, Mengzhen
;
Hua, Jing
;
Wang, Fei-yue
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/06/08
Web crawler
cucumber
agricultural CPSS framework
ARIMA model
neural network
price forecasting
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