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High Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies


Jan 29, 2016
Yi, Wang, Guangliang Chen, Mauro Maggioni


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Spectral clustering based on local linear approximations


Nov 29, 2011
Ery Arias-Castro, Guangliang Chen, Gilad Lerman

* Electronic Journal of Statistics, Vol. 5 (2011), pages 1537-1587 

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Multiscale Geometric Methods for Data Sets II: Geometric Multi-Resolution Analysis


Sep 08, 2011
William K. Allard, Guangliang Chen, Mauro Maggioni

* Re-formatted using AMS style 

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Foundations of a Multi-way Spectral Clustering Framework for Hybrid Linear Modeling


Jan 15, 2009
Guangliang Chen, Gilad Lerman

* Found Comput Math (2009) 9(5): 517-558 
* 40 pages. Minor changes to the previous version (mainly revised Sections 2.2 & 2.3, and added references). Accepted to the Journal of Foundations of Computational Mathematics 

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