Three Approaches to Data Analysis Test Theory, Rough Sets and Logical Analysis of Data /

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 Zdzisław I. Pawlak (1926-2006); the first publications appeared in 1981 and 1...

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Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Chikalov, Igor (Συγγραφέας), Lozin, Vadim (Συγγραφέας), Lozina, Irina (Συγγραφέας), Moshkov, Mikhail (Συγγραφέας), Nguyen, Hung Son (Συγγραφέας), Skowron, Andrzej (Συγγραφέας), Zielosko, Beata (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Σειρά:Intelligent Systems Reference Library, 41
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Chikalov, Igor.  |e author. 
245 1 0 |a Three Approaches to Data Analysis  |h [electronic resource] :  |b Test Theory, Rough Sets and Logical Analysis of Data /  |c by Igor Chikalov, Vadim Lozin, Irina Lozina, Mikhail Moshkov, Hung Son Nguyen, Andrzej Skowron, Beata Zielosko. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2013. 
300 |a XVIII, 202 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
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490 1 |a Intelligent Systems Reference Library,  |x 1868-4394 ;  |v 41 
505 0 |a Test Theory: Tools and Applications -- Rough Sets -- Logical Analysis of Data: Theory, Methodology and Applications. 
520 |a 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 Zdzisław 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. 
650 0 |a Engineering. 
650 0 |a Artificial intelligence. 
650 0 |a Computational intelligence. 
650 1 4 |a Engineering. 
650 2 4 |a Computational Intelligence. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
700 1 |a Lozin, Vadim.  |e author. 
700 1 |a Lozina, Irina.  |e author. 
700 1 |a Moshkov, Mikhail.  |e author. 
700 1 |a Nguyen, Hung Son.  |e author. 
700 1 |a Skowron, Andrzej.  |e author. 
700 1 |a Zielosko, Beata.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783642286667 
830 0 |a Intelligent Systems Reference Library,  |x 1868-4394 ;  |v 41 
856 4 0 |u http://dx.doi.org/10.1007/978-3-642-28667-4  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)