Statistical Inference Through Data Compression
Paperback, 225 pages
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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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Lulu Sales Rank: 33064
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Product Details
| ISBN | 978-90-6196-540-4 |
|---|---|
| Publisher | Rudi Cilibrasi |
| Copyright | ©2006 Rudi Cilibrasi (Creative Commons Attribution-NonCommercial-ShareAlike 2.0) |
| Language | English |
| Country | United States |
| Publication Date | December 24, 2006 |
| Lulu Sales Rank | 33064 |
| Page Count | 225 pages |
| Size | U.S. Letter |
| Binding | Perfect Bound |
| Interior Color | Black And White |
