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大连理工大学 [4]
地理科学与资源研究所 [4]
北京大学 [2]
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期刊论文 [22]
会议论文 [5]
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Estimation of Vegetation Leaf-Area-Index Dynamics from Multiple Satellite Products through Deep-Learning Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 17
作者:
Liu, Tian
;
Jin, Huaan
;
Li, Ainong
;
Fang, Hongliang
;
Wei, Dandan
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/12/28
time series
leaf-area index
long short-term memory
deep learning
Predicting the Daily 10.7-cm Solar Radio Flux Using the Long Short-Term Memory Method
期刊论文
UNIVERSE, 2022, 卷号: 8, 期号: 1
作者:
Zhang, Wanting
;
Zhao, Xinhua
;
Feng, Xueshang
;
Liu, Cheng’ao
;
Xiang NB(向南彬)
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  |  
浏览/下载:48/0
  |  
提交时间:2022/03/01
solar radio flux
time series forecast
long short-term memory
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
Semi-Supervised Convolutional Long Short-Term Memory Neural Networks for Time Series Land Cover Classification
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 18
作者:
Shen, Jing
;
Tao, Chao
;
Qi, Ji
;
Wang, Hao
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  |  
浏览/下载:51/0
  |  
提交时间:2021/11/05
image classification
Long Short-Term Memory neural network (LSTM)
remote sensing
semi-supervised learning
time series analysis
Fault prediction of power supply vehicle based on multi-state time series prediction learning
期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2020, 卷号: 50, 期号: 4, 页码: 1532-1544
作者:
Li, Wei
;
Zhou, Bing-Xiang
;
Jiang, Dong-Nian
;
Sun, Xiao-Jing
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  |  
浏览/下载:17/0
  |  
提交时间:2020/11/14
Forecasting
Long short-term memory
Nearest neighbor search
Time series
Vehicles
Complex equipment
Experimental analysis
Nearest neighbors
Operation situation
Real-time operation
Simulation systems
Time series prediction
Vehicle operations
Short-Term Traffic Flow Prediction Based on LSTM-XGBoost Combination Model
期刊论文
CMES - Computer Modeling in Engineering and Sciences, 2020, 卷号: 125, 期号: 1, 页码: 95-109
作者:
Zhang XJ(张玺君)
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/11/13
Forecasting
Long short-term memory
Predictive analytics
Roads and streets
Time series
Real-time anomaly detection based on long short-Term memory and Gaussian Mixture Model
期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2019, 卷号: 79
作者:
Ding, Nan
;
Ma, HaoXuan
;
Gao, Huanbo
;
Ma, YanHua
;
Tan, GuoZhen
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/02
Anomaly detection
Long short term memory
Gaussian mixture model
Multivariate sensing time series
A Simple Method to Improve Estimates of County-Level Economics in China Using Nighttime Light Data and GDP Growth Rate
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 9
作者:
Ji, Xiaole
;
Li, Xinze
;
He, Yaqian
;
Liu, Xiaolong
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/11
DMSP-OLS data
NSL Saturation
GDP growth rate
County-level Economic
Development
Long-term Time Series
Hidden Markov Models Based Approaches to Long-Term Prediction for Granular Time Series
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 卷号: 26, 页码: 2807-2817
作者:
Guo, Hongyue
;
Pedrycz, Witold
;
Liu, Xiaodong
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
Dynamic time warping (DTW)
hidden Markov models (HMM)
information granule
long-term forecasting
time series forecasting
A hybrid handover forecasting mechanism based on fuzzy forecasting model in cellular networks
期刊论文
CHINA COMMUNICATIONS, 2018, 卷号: Vol.15 No.6, 页码: 84-97
作者:
Qu, H
;
Zhang, YP
;
Zhao, JH
;
Ren, GY
;
Wang, WP
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/26
Handover
Forecasting
Predictive
models
Trajectory
Time
series
analysis
Data
models
handover
forecasting
mechanism
fuzzy
forecasting
model
long-term
forecasting
model
short-term
forecasting
model
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