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Chainarong Amornbunchornvej

Mining and modeling complex leadership-followership dynamics of movement data


Oct 04, 2020
Chainarong Amornbunchornvej, Tanya Y. Berger-Wolf

* Social Network Analysis and Mining, 9, 58 (2019) 
* This accepted manuscript is made publicly available 12 months after official publication, which is complied with the publisher policy. The final publication is available at link.springer.com 

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Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis


Mar 08, 2020
Chainarong Amornbunchornvej, Elena Zheleva, Tanya Berger-Wolf

* This preprint is the extension of the work [arXiv:1912.10829] entitled "Variable-lag Granger Causality for Time Series Analysis" by the same authors. The R package is available at https://github.com/DarkEyes/VLTimeSeriesCausality 

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Variable-lag Granger Causality for Time Series Analysis


Dec 18, 2019
Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf

* This paper will be appeared in the proceeding of 2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA). The R package is available at https://github.com/DarkEyes/VLTimeSeriesCausality 

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A nonparametric framework for inferring orders of categorical data from category-real ordered pairs


Nov 15, 2019
Chainarong Amornbunchornvej, Navaporn Surasvadi, Anon Plangprasopchok, Suttipong Thajchayapong

* The R package can be found at https://github.com/DarkEyes/EDOIF 

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Inferring Coordination Strategies from Time Series of Movement Data


Nov 04, 2019
Chainarong Amornbunchornvej, Tanya Berger-Wolf


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Identifying Linear Models in Multi-Resolution Population Data using Minimum Description Length Principle to Predict Household Income


Jul 10, 2019
Chainarong Amornbunchornvej, Navaporn Surasvadi, Anon Plangprasopchok, Suttipong Thajchayapong

* 22 pages 

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FLICA: A Framework for Leader Identification in Coordinated Activity


Mar 04, 2016
Chainarong Amornbunchornvej, Ivan Brugere, Ariana Strandburg-Peshkin, Damien Farine, Margaret C. Crofoot, Tanya Y. Berger-Wolf


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