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Foundations of Quantization for Probability Distributions (Lecture Notes in Mathematics) [Paperback]

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Item description for Foundations of Quantization for Probability Distributions (Lecture Notes in Mathematics) by Siegfried Graf...

Due to the rapidly increasing need for methods of data compression, quantization has become a flourishing field in signal and image processing and information theory. The same techniques are also used in statistics (cluster analysis), pattern recognition, and operations research (optimal location of service centers). The book gives the first mathematically rigorous account of the fundamental theory underlying these applications. The emphasis is on the asymptotics of quantization errors for absolutely continuous and special classes of singular probabilities (surface measures, self-similar measures) presenting some new results for the first time. Written for researchers and graduate students in probability theory the monograph is of potential interest to all people working in the disciplines mentioned above.

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Item Specifications...

Pages   230
Est. Packaging Dimensions:   Length: 9.1" Width: 5.7" Height: 0.5"
Weight:   0.65 lbs.
Binding  Softcover
Release Date   Jun 16, 2000
Publisher   Springer
ISBN  3540673946  
ISBN13  9783540673941  

Availability  115 units.
Availability accurate as of Oct 23, 2016 12:47.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Vision
2Books > Subjects > Computers & Internet > Databases > Distributed Databases
3Books > Subjects > Computers & Internet > Programming > Algorithms > Compression
4Books > Subjects > Computers & Internet > Programming > Algorithms > Fractals
5Books > Subjects > Medicine > General
6Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > Statistics
7Books > Subjects > Science > General
8Books > Subjects > Science > Mathematics > Applied > Probability & Statistics
9Books > Subjects > Science > Mathematics > General
10Books > Subjects > Science > Mathematics > Pure Mathematics > Fractals

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