Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data by Beata Zielosko, Andrzej Skowron, Hung Son Nguyen, Vadim Lozin, Igor Chikalov, Mikhail Moshkov, Irina Lozina (Hardcover, 2012)
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 Zdzislaw 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.
Product Identifiers
Publisher
Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-13
9783642286667
eBay Product ID (ePID)
113840774
Product Key Features
Author
Beata Zielosko, Andrzej Skowron, Hung Son Nguyen, Vadim Lozin, Igor Chikalov, Mikhail Moshkov, Irina Lozina
Publication Name
Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2012
Type
Textbook
Number of Pages
202 Pages
Dimensions
Item Height
235mm
Item Width
155mm
Volume
41
Item Weight
500g
Additional Product Features
Title_Author
Vadim Lozin, Beata Zielosko, Hung Son Nguyen, Andrzej Skowron, Igor Chikalov, Irina Lozina, Mikhail Moshkov