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Partial Covers, Reducts and Decision Rules in Rough Sets Theory and Applications - Moshkov, Mikhail Ju., Marcin Piliszczuk  und Beata Zielosko
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Moshkov, Mikhail Ju., Marcin Piliszczuk und Beata Zielosko:

Partial Covers, Reducts and Decision Rules in Rough Sets Theory and Applications - used book

2009, ISBN: 3540690271

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Moshkov, Mikhail Ju., Piliszczuk, Marcin, Zielosko, Beata:

Partial Covers, Reducts and Decision Rules in Rough Sets: Theory and Applications (Studies in Computational Intelligence, Volume 145) - hardcover

2009, ISBN: 3540690271

[EAN: 9783540690276], Neubuch, [PU: Springer], COMPUTER A22, xi, 150 pp., Hardcover, NEW!! - If you are reading this, this item is actually (physically) in our stock and ready for shipmen… More...

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Partial Covers, Reducts and Decision Rules in Rough Sets - Mikhail Ju. Moshkov Marcin Piliszczuk Beata Zielosko
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Mikhail Ju. Moshkov Marcin Piliszczuk Beata Zielosko:
Partial Covers, Reducts and Decision Rules in Rough Sets - First edition

2009

ISBN: 9783540690276

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[ED: Gebunden], [PU: Springer Berlin Heidelberg], Latest research on Partial covers, reducts and decision rules in rough setsPartial Covers, Reducts and Decision Rules.- Partial Covers, R… More...

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Moshkov, Mikhail Ju., Marcin Piliszczuk und Beata Zielosko:
Partial Covers, Reducts and Decision Rules in Rough Sets Theory and Applications - hardcover

2009, ISBN: 3540690271

[EAN: 9783540690276], Gebraucht, guter Zustand, [SC: 0.0], [PU: Springer Berlin], KNOWLEDGE,COMPLEXITY,LEARNING,KNOWLEDGE REPRESENTATION,MACHINE LEARNING,ALGORITHM,ALGORITHMS,ANALYSIS,KNO… More...

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Partial Covers, Reducts and Decision Rules in Rough Sets Theory and Applications - Moshkov, Mikhail Ju., Marcin Piliszczuk  und Beata Zielosko
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Moshkov, Mikhail Ju., Marcin Piliszczuk und Beata Zielosko:
Partial Covers, Reducts and Decision Rules in Rough Sets Theory and Applications - used book

2009, ISBN: 9783540690276

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Details of the book
Partial Covers, Reducts and Decision Rules in Rough Sets

This monograph is devoted to theoretical and experimental study of partial reducts and partial decision rules on the basis of the study of partial covers. The use of partial (approximate) reducts and decision rules instead of exact ones allows us to obtain more compact description of knowledge contained in decision tables, and to design more precise classifiers. Algorithms for construction of partial reducts and partial decision rules, bounds on minimal complexity of partial reducts and decision rules, and algorithms for construction of the set of all partial reducts and the set of all irreducible partial decision rules are considered. The book includes a discussion on the results of numerous experiments with randomly generated and real-life decision tables. These results show that partial reducts and decision rules can be used in data mining and knowledge discovery both for knowledge representation and for prediction. The results obtained in the monograph can be useful for researchers in such areas as machine learning, data mining and knowledge discovery, especially for those who are working in rough set theory, test theory and LAD (Logical Analysis of Data). The monograph can be used under the creation of courses for graduate students and for Ph.D. studies.

Details of the book - Partial Covers, Reducts and Decision Rules in Rough Sets


EAN (ISBN-13): 9783540690276
ISBN (ISBN-10): 3540690271
Hardcover
Publishing year: 2009
Publisher: Springer Berlin
150 Pages
Weight: 0,389 kg
Language: eng/Englisch

Book in our database since 2007-02-20T14:05:59+00:00 (London)
Detail page last modified on 2023-11-22T11:54:01+00:00 (London)
ISBN/EAN: 9783540690276

ISBN - alternate spelling:
3-540-69027-1, 978-3-540-69027-6
Alternate spelling and related search-keywords:
Book author: zielosko, marcin lis, mikhail
Book title: rules, set theory, decision theory, theory and applications


Information from Publisher

Author: Mikhail Ju. Moshkov; Marcin Piliszczuk; Beata Zielosko
Title: Studies in Computational Intelligence; Partial Covers, Reducts and Decision Rules in Rough Sets - Theory and Applications
Publisher: Springer; Springer Berlin
152 Pages
Publishing year: 2009-02-12
Berlin; Heidelberg; DE
Printed / Made in
Language: English
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XII, 152 p.

BB; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Analysis; algorithm; algorithms; complexity; construction; data mining; knowledge; knowledge discovery; knowledge representation; learning; machine learning; Artificial Intelligence; Mathematical and Computational Engineering Applications; Mathematik für Ingenieure; BC

Partial Covers, Reducts and Decision Rules.- Partial Covers, Reducts and Decision Rules with Weights.- Construction of All Irreducible Partial Covers, All Partial Reducts and All Irreducible Partial Decision Rules.- Experiments with Real-Life Decision Tables.- Universal Attribute Reduction Problem.
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