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Topology and intelligent data analysis

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Date

2003

Authors

Robins, V.
Abernethy, J.
Rooney, N.
Bradley, E.

Journal Title

Journal ISSN

Volume Title

Publisher

Springer Verlag

Access Statement

Research Projects

Organizational Units

Journal Issue

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.

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Keywords

Citation

URI

https://hdl.handle.net/1885/733798450

Collections

ANU Research Publications

Source

Type

Book chapter

Book Title

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Entity type

Publication

Access Statement

License Rights

DOI

10.1007/978-3-540-45231-7_11

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