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A methodology for energy multivariate time series forecasting in smart buildings based on feature selection
Energy and Buildings
◽
10.1016/j.enbuild.2019.05.021
◽
2019
◽
Vol 196
◽
pp. 71-82
◽
Cited By ~ 17
Author(s):
Aurora González-Vidal
◽
Fernando Jiménez
◽
Antonio F. Gómez-Skarmeta
Keyword(s):
Time Series
◽
Feature Selection
◽
Multivariate Time Series
◽
Time Series Forecasting
◽
Smart Buildings
Download Full-text
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References
Mutual information based feature selection for multivariate time series forecasting
2016 35th Chinese Control Conference (CCC)
◽
10.1109/chicc.2016.7554480
◽
2016
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Cited By ~ 3
Author(s):
Tianhong Liu
◽
Haikun Wei
◽
Kanjian Zhang
◽
Weili Guo
Keyword(s):
Time Series
◽
Feature Selection
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Mutual Information
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Multivariate Time Series
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Time Series Forecasting
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Selection For
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Feature selection based multivariate time series forecasting: An application to antibiotic resistance outbreaks prediction
Artificial Intelligence in Medicine
◽
10.1016/j.artmed.2020.101818
◽
2020
◽
Vol 104
◽
pp. 101818
◽
Cited By ~ 1
Author(s):
Fernando Jiménez
◽
José Palma
◽
Gracia Sánchez
◽
David Marín
◽
M.D. Francisco Palacios
◽
...
Keyword(s):
Time Series
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Feature Selection
◽
Antibiotic Resistance
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Multivariate Time Series
◽
Time Series Forecasting
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A C4.5 Fuzzy Decision Tree Method for Multivariate Time Series Forecasting
2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
◽
10.1109/fuzz45933.2021.9494439
◽
2021
◽
Author(s):
Rafael R. C. Silva
◽
Walmir Matos Caminhas
◽
Petronio Candido de Lima e Silva
◽
Frederico Gadelha Guimaraes
Keyword(s):
Time Series
◽
Decision Tree
◽
Multivariate Time Series
◽
Time Series Forecasting
◽
Fuzzy Decision
◽
Fuzzy Decision Tree
◽
Decision Tree Method
◽
Tree Method
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Multivariate Time Series Forecasting Based Cloud Computing For Consumer Price Index Using Deep Learning Algorithms
2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)
◽
10.1109/isriti51436.2020.9315465
◽
2020
◽
Author(s):
Soffa Zahara
◽
Sugianto
Keyword(s):
Time Series
◽
Cloud Computing
◽
Deep Learning
◽
Price Index
◽
Multivariate Time Series
◽
Learning Algorithms
◽
Consumer Price Index
◽
Time Series Forecasting
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Multivariate Time Series Forecasting with Dilated Residual Convolutional Neural Networks for Urban Air Quality Prediction
Arabian Journal for Science and Engineering
◽
10.1007/s13369-020-05109-x
◽
2021
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Author(s):
Meriem Benhaddi
◽
Jamal Ouarzazi
Keyword(s):
Neural Networks
◽
Time Series
◽
Air Quality
◽
Convolutional Neural Networks
◽
Multivariate Time Series
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Urban Air Quality
◽
Time Series Forecasting
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Urban Air
◽
Quality Prediction
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Air Quality Prediction
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A Neural Networks Based Method for Multivariate Time-Series Forecasting
IEEE Access
◽
10.1109/access.2021.3075063
◽
2021
◽
pp. 1-1
Author(s):
Shaowei Li
◽
He Huang
◽
Wei Lu
Keyword(s):
Neural Networks
◽
Time Series
◽
Multivariate Time Series
◽
Time Series Forecasting
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Multivariate Time Series Forecasting exploiting Tensor Projection Embedding and Gated Memory Network
10.1109/iwqos52092.2021.9521337
◽
2021
◽
Author(s):
Zhenxiong Yan
◽
Kun Xie
◽
Xin Wang
◽
Dafang Zhang
◽
Gaogang Xie
◽
...
Keyword(s):
Time Series
◽
Multivariate Time Series
◽
Time Series Forecasting
◽
Memory Network
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Enhancing Forecasting Performance of Multivariate Time Series Using New Hybrid Feature Selection
Communications in Computer and Information Science - Emerging Intelligent Computing Technology and Applications
◽
10.1007/978-3-642-31837-5_54
◽
2012
◽
pp. 373-380
Author(s):
Roselina Sallehuddin
◽
Siti Mariyam Shamsuddin
◽
Noorfa Haszlinna Mustafa
Keyword(s):
Time Series
◽
Feature Selection
◽
Multivariate Time Series
◽
Forecasting Performance
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A Robust Approach for Multivariate Time Series Forecasting
Proceedings of the Eighth International Symposium on Information and Communication Technology - SoICT 2017
◽
10.1145/3155133.3155172
◽
2017
◽
Cited By ~ 2
Author(s):
Ning Pang
◽
Fengjing Yin
◽
Xiaoyu Zhang
◽
Xiang Zhao
Keyword(s):
Time Series
◽
Multivariate Time Series
◽
Time Series Forecasting
◽
Robust Approach
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Feature Selection for Support Vector Machines in Financial Time Series Forecasting
Intelligent Data Engineering and Automated Learning — IDEAL 2000. Data Mining, Financial Engineering, and Intelligent Agents - Lecture Notes in Computer Science
◽
10.1007/3-540-44491-2_38
◽
2000
◽
pp. 268-273
◽
Cited By ~ 5
Author(s):
L. J. Cao
◽
Francis E. H. Tay
Keyword(s):
Time Series
◽
Feature Selection
◽
Support Vector Machines
◽
Financial Time Series
◽
Time Series Forecasting
◽
Support Vector
◽
Financial Time
◽
Vector Machines
◽
Selection For
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