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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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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Prediction of multivariate time series with sparse Gaussian process echo state network

2013 Fourth International Conference on Intelligent Control and Information Processing (ICICIP) ◽

10.1109/icicip.2013.6568128 ◽

2013 ◽

Author(s):

Min Han ◽

Weijie Ren ◽

Meiling Xu

Keyword(s):

Time Series ◽

Gaussian Process ◽

Multivariate Time Series ◽

Echo State Network

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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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Discerning cognitive stages in a working memory and decision making task from human fMRI data using multivariate time series analysis

Frontiers in Computational Neuroscience ◽

10.3389/conf.fncom.2012.55.00228 ◽

2012 ◽

Vol 6 ◽

Author(s):

Durstewitz Daniel

Keyword(s):

Decision Making ◽

Working Memory ◽

Time Series ◽

Time Series Analysis ◽

Multivariate Time Series ◽

Fmri Data ◽

Series Analysis ◽

Multivariate Time Series Analysis

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Asymptotic Distributions of Functions of the Eigenvalues of the Sample Covariance Matrix and Canonical Correlation Matrix in Multivariate Time Series

10.21236/ada170282 ◽

1986 ◽

Author(s):

M. Taniguchi ◽

P. R. Krishnaiah

Keyword(s):

Time Series ◽

Covariance Matrix ◽

Canonical Correlation ◽

Correlation Matrix ◽

Multivariate Time Series ◽

Asymptotic Distributions ◽

Sample Covariance Matrix ◽

Sample Covariance

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Modeling Multivariate Time Series in Economics: From Auto-Regressions to Recurrent Neural Networks

SSRN Electronic Journal ◽

10.2139/ssrn.3589337 ◽

2020 ◽

Author(s):

Sergiy Verstyuk

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Multivariate Time Series

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Convex Hull Convolutive Non-Negative Matrix Factorization for Uncovering Temporal Patterns in Multivariate Time-Series Data

10.21437/interspeech.2016-571 ◽

2016 ◽

Author(s):

Colin Vaz ◽

Asterios Toutios ◽

Shrikanth S. Narayanan

Keyword(s):

Time Series ◽

Convex Hull ◽

Matrix Factorization ◽

Time Series Data ◽

Multivariate Time Series ◽

Temporal Patterns ◽

Series Data ◽

Non Negative Matrix Factorization

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Multivariate time-series clustering based on component relationship networks

Expert Systems with Applications ◽

10.1016/j.eswa.2021.114649 ◽

2021 ◽

Vol 173 ◽

pp. 114649

Author(s):

Hailin Li ◽

Tian Du

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Clustering ◽

Relationship Networks

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Anomaly Detection of Periodic Multivariate Time Series under High Acquisition Frequency Scene in IoT

2020 International Conference on Data Mining Workshops (ICDMW) ◽

10.1109/icdmw51313.2020.00078 ◽

2020 ◽

Author(s):

Shuo Zhang ◽

XiaoFei Chen ◽

JiaYuan Chen ◽

Qiao Jiang ◽

Hejiao Huang

Keyword(s):

Time Series ◽

Anomaly Detection ◽

Multivariate Time Series

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Does volume or occupancy influence emergency access block? A multivariate time series analysis from a single emergency department in Sydney Australia during the COVID ‐19 pandemic

Emergency Medicine Australasia ◽

10.1111/1742-6723.13717 ◽

2021 ◽

Author(s):

Kendall Bein ◽

Saartje Berendsen Russell ◽

Sinéad Ní Bhraonáin ◽

Radhika V Seimon ◽

Michael M Dinh

Keyword(s):

Emergency Department ◽

Time Series ◽

Time Series Analysis ◽

Multivariate Time Series ◽

Series Analysis ◽

Multivariate Time Series Analysis ◽

Sydney Australia

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