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Book synopsis

In this book, the following three approaches to data analysis are presented:§- Test Theory, founded by Sergei V. Yablonskii (1924-1998); the first publications appeared in 1955 and 1958,§- Rough Sets, founded by Zdzis aw I. Pawlak (1926-2006); the first publications appeared in 1981 and 1982,- Logical Analysis of Data, founded by Peter L. Hammer (1936-2006); the first publications appeared in 1986 and 1988.These three approaches have much in common, but researchers active in one of these areas often have a limited knowledge about the results and methods developed in the other two. On the other hand, each of the approaches shows some originality and we believe that the exchange of knowledge can stimulate further development of each of them. This can lead to new theoretical results and real-life applications and, in particular, new results based on combination of these three data analysis approaches can be expected.§- Logical Analysis of Data, founded by Peter L. Hammer (1936-2006); the first publications appeared in 1986 and 1988.These three approaches have much in common, but researchers active in one of these areas often have a limited knowledge about the results and methods developed in the other two. On the other hand, each of the approaches shows some originality and we believe that the exchange of knowledge can stimulate further development of each of them. This can lead to new theoretical results and real-life applications and, in particular, new results based on combination of these three data analysis approaches can be expected.§These three approaches have much in common, but researchers active in one of these areas often have a limited knowledge about the results and methods developed in the other two. On the other hand, each of the approaches shows some originality and we believe that the exchange of knowledge can stimulate further development of each of them. This can lead to new theoretical results and real-life applications and, in particular, new results based on combination of these three data analysis approaches can be expected.

Book details

Book category Books in English Computing & information technology Computer programming / software development Algorithms & data structures

• Full title: Three Approaches to Data Analysis
• Subtitle: Test Theory, Rough Sets and Logical Analysis of Data
• Author: Igor Chikalov, Vadim Lozin, Irina Lozina, Mikhail Moshkov
• Language: English
• Binding: Hardback
• Number of pages: 202
• EAN: 9783642286667
• ISBN: 3642286666
• ID: 01660676
• Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Weight: 500 g
• Dimensions: 235 × 155 × 17 mm
• Date of publishing: 28. July 2012

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