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Titlebook: Partial Covers, Reducts and Decision Rules in Rough Sets; Theory and Applicati Mikhail Ju. Moshkov,Marcin Piliszczuk,Beata Zielos Book 2008

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發(fā)表于 2025-3-21 18:17:59 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Partial Covers, Reducts and Decision Rules in Rough Sets
副標(biāo)題Theory and Applicati
編輯Mikhail Ju. Moshkov,Marcin Piliszczuk,Beata Zielos
視頻videohttp://file.papertrans.cn/742/741462/741462.mp4
概述Latest research on Partial covers, reducts and decision rules in rough sets
叢書名稱Studies in Computational Intelligence
圖書封面Titlebook: Partial Covers, Reducts and Decision Rules in Rough Sets; Theory and Applicati Mikhail Ju. Moshkov,Marcin Piliszczuk,Beata Zielos Book 2008
描述.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
出版日期Book 2008
關(guān)鍵詞Analysis; algorithm; algorithms; complexity; construction; data mining; knowledge; knowledge discovery; know
版次1
doihttps://doi.org/10.1007/978-3-540-69029-0
isbn_softcover978-3-642-08859-9
isbn_ebook978-3-540-69029-0Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer-Verlag Berlin Heidelberg 2008
The information of publication is updating

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發(fā)表于 2025-3-21 21:13:47 | 只看該作者
Mikhail Ju. Moshkov,Marcin Piliszczuk,Beata Zieloskonflict-affected and post-conflict contexts; these empirical How do schools protect young people and call on the youngest citizens to respond to violent conflict and division operating outside, and sometimes within, school walls? What kinds of curricular representations of conflict contribute to the
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Mikhail Ju. Moshkov,Marcin Piliszczuk,Beata Zieloskofor stemmed from past experience working for the British Council in Bangladesh and the realization that Bangladeshi and Pakistani students were underachieving compared to other students in British schools. First-hand experience of racism and an interest in South Asian ethnic minority students living
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Partial Covers, Reducts and Decision Rules with Weights,rtial cover. The same situation is with partial reducts and decision rules: each conditional attribute has its own weight, and we should minimize the total weight of attributes in partial reduct or decision rule. If weight of each attribute characterizes time complexity of attribute value computatio
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發(fā)表于 2025-3-23 04:19:30 | 只看該作者
Construction of All Irreducible Partial Covers, All Partial Reducts and All Irreducible Partial Decision Rules,We describe briefly the results obtained for irreducible partial covers. Let . be a set with . elements, . be a family of . subsets of ., and . be a natural number. We consider so-called .-covers for the set cover problem (.,.). A .-cover is a subfamily of ., subsets from which cover at least .???.
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