Mutual information for measuring independence of STLmax time series in the epileptic brain

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4633914 ◽

2008 ◽

Author(s):

Nadia Mammone ◽

Fabio La Foresta ◽

Francesco C. Morabito ◽

Mario Versaci ◽

Umberto Aguglia

Keyword(s):

Time Series ◽

Mutual Information

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Multiscale permutation mutual information quantify the information interaction for traffic time series

Nonlinear Dynamics ◽

10.1007/s11071-020-05981-0 ◽

2020 ◽

Vol 102 (3) ◽

pp. 1909-1923

Author(s):

Yi Yin ◽

Xi Wang ◽

Qiang Li ◽

Pengjian Shang ◽

He Gao ◽

...

Keyword(s):

Time Series ◽

Mutual Information ◽

Traffic Time Series ◽

Information Interaction

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Transfer mutual information: A new method for measuring information transfer to the interactions of time series

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2016.10.027 ◽

2017 ◽

Vol 467 ◽

pp. 517-526 ◽

Author(s):

Xiaojun Zhao ◽

Pengjian Shang ◽

Aijing Lin

Keyword(s):

Time Series ◽

Mutual Information ◽

Information Transfer ◽

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Conditional and Marginal Mutual Information in Gaussian and Hyperbolic Decay Time Series

Journal of Time Series Analysis ◽

10.1111/jtsa.12199 ◽

2016 ◽

Vol 37 (6) ◽

pp. 851-861

Author(s):

Gordon Chavez

Keyword(s):

Time Series ◽

Mutual Information ◽

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Channel and Class Dependent Time-Series Embedding Using Partial Mutual Information Improves Sensorimotor Rhythm Based Brain-Computer Interfaces

Time Series Analysis, Modeling and Applications - Intelligent Systems Reference Library ◽

10.1007/978-3-642-33439-9_12 ◽

2013 ◽

pp. 249-278 ◽

Author(s):

Damien Coyle

Keyword(s):

Time Series ◽

Mutual Information ◽

Brain Computer Interfaces ◽

Computer Interfaces ◽

Sensorimotor Rhythm

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Mutual Information with Parameter Determination Approach for Feature Selection in Multivariate Time Series Prediction

Engineering Applications of Neural Networks - Communications in Computer and Information Science ◽

10.1007/978-3-319-44188-7_17 ◽

2016 ◽

pp. 227-237

Author(s):

Tianhong Liu ◽

Haikun Wei ◽

Chi Zhang ◽

Kanjian Zhang

Keyword(s):

Time Series ◽

Feature Selection ◽

Mutual Information ◽

Time Series Prediction ◽

Multivariate Time Series ◽

Parameter Determination

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Financial Time Series Analysis Based on Normalized Mutual Information Functions

International Journal on Cybernetics & Informatics ◽

10.5121/ijci.2013.2401 ◽

2013 ◽

Vol 2 (4) ◽

pp. 1-8

Author(s):

David Blokh

Keyword(s):

Time Series ◽

Mutual Information ◽

Time Series Analysis ◽

Financial Time Series ◽

Normalized Mutual Information ◽

Information Functions ◽

Financial Time ◽

Series Analysis

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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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Input Variables Selection Using Mutual Information for Neuro Fuzzy Modeling with the Application to Time Series Forecasting

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371115 ◽

2007 ◽

Author(s):

M. M. Rezaei Yousefi ◽

M. Mirmomeni ◽

C. Lucas

Keyword(s):

Time Series ◽

Mutual Information ◽

Fuzzy Modeling ◽

Time Series Forecasting ◽

Neuro Fuzzy ◽

Variables Selection ◽

Input Variables

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Estimation of time-delayed mutual information and bias for irregularly and sparsely sampled time-series

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2012.03.003 ◽

2012 ◽

Vol 45 (6) ◽

pp. 853-860 ◽

Author(s):

D.J. Albers ◽

George Hripcsak

Keyword(s):

Time Series ◽

Mutual Information ◽

Estimation Of Time

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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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