Joint mutual information-based input variable selection for multivariate time series modeling

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2014.08.011 ◽

2015 ◽

Vol 37 ◽

pp. 250-257 ◽

Author(s):

Min Han ◽

Weijie Ren ◽

Xiaoxin Liu

Keyword(s):

Time Series ◽

Mutual Information ◽

Variable Selection ◽

Multivariate Time Series ◽

Time Series Modeling ◽

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Mutual information based feature selection for multivariate time series forecasting

2016 35th Chinese Control Conference (CCC) ◽

10.1109/chicc.2016.7554480 ◽

2016 ◽

Author(s):

Tianhong Liu ◽

Haikun Wei ◽

Kanjian Zhang ◽

Weili Guo

Keyword(s):

Time Series ◽

Feature Selection ◽

Mutual Information ◽

Multivariate Time Series ◽

Time Series Forecasting ◽

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Partial mutual information based algorithm for input variable selection For time series forecasting

2013 13th International Conference on Environment and Electrical Engineering (EEEIC) ◽

10.1109/eeeic-2.2013.6737928 ◽

2013 ◽

Author(s):

Ali Darudi ◽

Shideh Rezaeifar ◽

Mohammd Hossein Javidi Dasht Bayaz

Keyword(s):

Time Series ◽

Mutual Information ◽

Variable Selection ◽

Time Series Forecasting ◽

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Variable Selection for Multivariate Time Series Prediction with Neural Networks

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-540-69158-7_44 ◽

2008 ◽

pp. 415-425 ◽

Author(s):

Min Han ◽

Ru Wei

Keyword(s):

Neural Networks ◽

Time Series ◽

Variable Selection ◽

Time Series Prediction ◽

Multivariate Time Series ◽

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AR and ARMA model order selection for time-series modeling with ImageNet classification

Signal Processing ◽

10.1016/j.sigpro.2021.108026 ◽

2021 ◽

Vol 183 ◽

pp. 108026

Author(s):

Jihye Moon ◽

Md Billal Hossain ◽

Ki H. Chon

Keyword(s):

Time Series ◽

Order Selection ◽

Time Series Modeling ◽

Model Order Selection ◽

Model Order ◽

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Multivariate time series modeling of selected childhood diseases in Akwa Ibom State

Global Journal of Pure and Applied Sciences ◽

10.4314/gjpas.v22i2.11 ◽

2016 ◽

Vol 22 (2) ◽

pp. 233

Author(s):

B.A. Effiong ◽

D.W. Ebong

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Modeling ◽

Childhood Diseases

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Variable selection for regression problems using Gaussian mixture models to estimate mutual information

2014 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2014.6889561 ◽

2014 ◽

Author(s):

Emil Eirola ◽

Amaury Lendasse ◽

Juha Karhunen

Keyword(s):

Mutual Information ◽

Variable Selection ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Regression Problems ◽

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Identification of Common Factors in Multivariate Time Series Modeling

Revista Colombiana de Estadística ◽

10.15446/rce.v38n1.48812 ◽

2015 ◽

Vol 38 (1) ◽

pp. 219-237 ◽

Author(s):

Mariano González ◽

Juan M. Nave

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Common Factors ◽

Time Series Modeling

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Modeling of multivariate time series using variable selection and Gaussian process

Proceedings of the 33rd Chinese Control Conference ◽

10.1109/chicc.2014.6895802 ◽

2014 ◽

Author(s):

Weijie Ren ◽

Min Han

Keyword(s):

Time Series ◽

Variable Selection ◽

Gaussian Process ◽

Multivariate Time Series

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Chapter 4 - Bayesian Variable Selection for Nowcasting Economic Time Series / Steven L. Scott and Hal R. Varian

Economic Analysis of the Digital Economy ◽

10.7208/chicago/9780226206981.003.0004 ◽

2015 ◽

pp. 119-136 ◽

Author(s):

Steven L. Scott ◽

Hal R. Varian

Keyword(s):

Time Series ◽

Variable Selection ◽

Bayesian Variable Selection ◽

Economic Time Series ◽

Economic Time ◽

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Model specification and selection for multivariate time series

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2019.104539 ◽

2020 ◽

Vol 175 ◽

pp. 104539

Author(s):

Rajendra J. Bhansali

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Model Specification ◽

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