Please use this identifier to cite or link to this item: https://hdl.handle.net/2440/77355
Type: Conference item
Title: Some ideas for formalizing clustering schemes
Author: Carlsson, Gunnar
Memoli, Facundo
Citation: Proceedings of NIPS 2009 Workshop "Clustering: science or art?", 2009; pp.1-4
Publisher: Neural Information Processing Systems Foundation
Issue Date: 2009
ISBN: 9781615679119
Conference Name: Neural Information Processing Systems Conference (2009 : Vancouver, Canada)
School/Discipline: School of Computer Science
Statement of
Responsibility: 
Gunnar Carlsson, Facundo Mémoli
Abstract: Despite being one of the most commonly used tools for unsupervised exploratory data analisys and despite its and extensive literature very little is known about the theoretical foundations of clustering methods. We have been working on various mathematical approaches which allow the extension of earlier results in this area based on ideas from topology and metric geometry. We will give an overview at the workshop.
Rights: Copyright status unknown
Description (link): http://www.stanford.edu/~rezab/nips2009workshop/
Published version: http://www.stanford.edu/~rezab/nips2009workshop/papers/formalizing.pdf
Appears in Collections:Computer Science publications

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