Statistical Inference Through Data Compression

by Rudi Cilibrasi

Statistical Inference Through Data Compression by Rudi Cilibrasi (Book) in Medicine & Science
ISBN: 978-90-6196-540-4
Publisher: Rudi Cilibrasi
Language: English
Country: United States
Edition: First Edition

Printed: 225 pages, 8.5" x 11", perfect binding, black and white interior ink

Description:

This thesis provides a breadth-first tour of artificial intelligence techniques using ordinary data compression programs like zip. Using mathematical theory such as Kolmogorov Complexity and Shannon's Coding Theory, we arrive at a unique and generic perspective on universal learning with a plethora of real examples. Included are results from literature, astronomy, animal and virus evolution, linguistics, semantics, and music. An open source software package, CompLearn, is available for download so that interested readers may continue the research themselves in their own applications.


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Medicine & Science

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Lulu Sales Rank: 33,064

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