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Robust Time Series Prediction with Missing Data Based on Deep Convolutional Neural Networks
2020 International Conference on Computer Communication and Network Security (CCNS)
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10.1109/ccns50731.2020.00047
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2020
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Author(s):
Guancheng Zhou
Keyword(s):
Neural Networks
◽
Time Series
◽
Missing Data
◽
Convolutional Neural Networks
◽
Time Series Prediction
◽
Deep Convolutional Neural Networks
Download Full-text
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LHCnn: A Novel Efficient Multivariate Time Series Prediction Framework Utilizing Convolutional Neural Networks
2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)
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10.1109/hpcc/smartcity/dss.2019.00323
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2019
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Kenli Li
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Multiple convolutional neural networks for multivariate time series prediction
Neurocomputing
◽
10.1016/j.neucom.2019.05.023
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pp. 107-119
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Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach
Applied Soft Computing
◽
10.1016/j.asoc.2018.04.024
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2018
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Vol 70
◽
pp. 525-538
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Cited By ~ 59
Author(s):
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Keyword(s):
Neural Networks
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Convolutional Neural Networks
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Financial Trading
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Urban Land Cover Classification With Missing Data Modalities Using Deep Convolutional Neural Networks
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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10.1109/jstars.2018.2834961
◽
2018
◽
Vol 11
(6)
◽
pp. 1758-1768
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Cited By ~ 12
Author(s):
Michael Kampffmeyer
◽
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Keyword(s):
Neural Networks
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Missing Data
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Land Cover
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Convolutional Neural Networks
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Land Cover Classification
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Urban Land
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Deep Convolutional Neural Networks
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Urban Land Cover
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Prediction of InSAR time-series deformation using deep convolutional neural networks
Remote Sensing Letters
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10.1080/2150704x.2019.1692390
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2019
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pp. 137-145
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Classification of time-series images using deep convolutional neural networks
Tenth International Conference on Machine Vision (ICMV 2017)
◽
10.1117/12.2309486
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2018
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Cited By ~ 14
Author(s):
Johan Debayle
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Nima Hatami
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Neural Networks
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Time Series
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Deep Convolutional Neural Networks
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Time Series Images
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Time Series Classification within a Rotating Detonation Engine through Deep Convolutional Neural Networks applied to High-Speed Pressure Data
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◽
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◽
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Time Series Classification
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Classification of Time Series Measurement Data for Lock-Up Clutch of Automatic Transmission of Vehicles Using Deep Convolutional Neural Networks
10.4271/2018-01-0399
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2018
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Cited By ~ 1
Author(s):
Takefumi Kawakami
◽
Takanori Ide
◽
Kiyohisa Tomita
◽
Eiji Moriyama
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◽
...
Keyword(s):
Neural Networks
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Convolutional Neural Networks
◽
Automatic Transmission
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Measurement Data
◽
Deep Convolutional Neural Networks
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Series Measurement
◽
Time Series Measurement
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Time Series Prediction by Using Convolutional Neural Networks
Proceedings of the Future Technologies Conference (FTC) 2020, Volume 1 - Advances in Intelligent Systems and Computing
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10.1007/978-3-030-63128-4_38
◽
2020
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pp. 499-511
Author(s):
Ronny Velastegui
◽
Luis Zhinin-Vera
◽
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Keyword(s):
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Classification for Time Series of Aerospace Targets with Deep Convolutional Neural Networks
2020 International Conference on Intelligent Computing, Automation and Systems (ICICAS)
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10.1109/icicas51530.2020.00027
◽
2020
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Author(s):
Dan Guo
◽
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◽
Yong Zhu
Keyword(s):
Neural Networks
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Time Series
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Convolutional Neural Networks
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