Topology and intelligent data analysis

Vanessa Robins; Jennifer Abernethy; Niall Rooney; Elizabeth Bradley

doi:10.3233/ida-2004-8507

Topology and intelligent data analysis

Vanessa Robins, Jennifer Abernethy, Niall Rooney, Elizabeth Bradley

Research output: Contribution to journal › Article › peer-review

8 Citations (Scopus)

Abstract

A broad range of mathematical techniques, ranging from statistics to fuzzy logic, have been used to great advantage in intelligent data analysis. Topology-the fundamental mathematics of shape-has to date been conspicuously absent from this repertoire. This paper shows how topology, properly reformulated for a finite-precision world, can be useful in intelligent data analysis tasks. 2004-IOS Press and the authors.

Original language	English
Pages (from-to)	505-515
Number of pages	11
Journal	Intelligent Data Analysis
Volume	8
Issue number	5
DOIs	https://doi.org/10.3233/ida-2004-8507
Publication status	Published - 2004

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Topology and intelligent data analysis

Abstract

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