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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 - livro usado

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) - encadernado, livro de bolso

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… mais…

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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 - primeira edição

2009

ISBN: 9783540690276

Edição encadernada

[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… mais…

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

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… mais…

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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 - livro usado

2009, ISBN: 9783540690276

[PU: Springer Berlin], Neubindung 4449389/12, DE, [SC: 0.00], gebraucht; sehr gut, gewerbliches Angebot, 2008, Banküberweisung, Kreditkarte, PayPal, Klarna-Sofortüberweisung, Internationa… mais…

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Pormenores referentes ao livro
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.

Dados detalhados do livro - Partial Covers, Reducts and Decision Rules in Rough Sets


EAN (ISBN-13): 9783540690276
ISBN (ISBN-10): 3540690271
Livro de capa dura
Ano de publicação: 2009
Editor/Editora: Springer Berlin
150 Páginas
Peso: 0,389 kg
Língua: eng/Englisch

Livro na base de dados desde 2007-02-20T14:05:59+00:00 (Lisbon)
Página de detalhes modificada pela última vez em 2023-11-22T11:54:01+00:00 (Lisbon)
Número ISBN/EAN: 3540690271

Número ISBN - Ortografia alternativa:
3-540-69027-1, 978-3-540-69027-6
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: zielosko, marcin lis, mikhail
Título do livro: rules, set theory, decision theory, theory and applications


Dados da editora

Autor: Mikhail Ju. Moshkov; Marcin Piliszczuk; Beata Zielosko
Título: Studies in Computational Intelligence; Partial Covers, Reducts and Decision Rules in Rough Sets - Theory and Applications
Editora: Springer; Springer Berlin
152 Páginas
Ano de publicação: 2009-02-12
Berlin; Heidelberg; DE
Impresso / Feito em
Língua: Inglês
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.
Latest research on Partial covers, reducts and decision rules in rough sets

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