Statistical Inference Through Data Compression
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @PhdThesis{Cilibrasi:thesis,
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author = "Rudi Langston Cilibrasi",
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title = "Statistical Inference Through Data Compression",
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school = "Institute for Logic, Language and Computation,
Universiteit van Amsterdam",
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year = "2007",
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address = "Plantage Muidergracht 24, 1018 TV, Amsterdam,
Holland",
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month = "23 " # feb,
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keywords = "genetic algorithms, genetic programming",
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URL = "http://www.illc.uva.nl/Research/Dissertations/DS-2007-01.text.pdf",
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broken = "http://www.lulu.com/shop/search.ep?contributorId=254359",
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URL = "https://books.google.co.uk/books/about/Statistical_Inference_Through_Data_Compr.html?id=PgR1DmReI30C",
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size = "225 pages",
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ISBN = "90-6196-540-3",
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abstract = "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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notes = "p51 'Our algorithm is essentially randomized
hill-climbing, using parallellized Genetic
Programming,' Supervisor: Paul M.B. Vitanyi (CWI)",
- }
Genetic Programming entries for
Rudi Cilibrasi
Citations