Rough Sets

Rough Sets
Author: Lech Polkowski
Publisher: Springer Science & Business Media
Total Pages: 549
Release: 2013-06-05
Genre: Mathematics
ISBN: 3790817767

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A comprehensive introduction to mathematical structures essential for Rough Set Theory. The book enables the reader to systematically study all topics of rough set theory. After a detailed introduction in Part 1 along with an extensive bibliography of current research papers. Part 2 presents a self-contained study that brings together all the relevant information from respective areas of mathematics and logics. Part 3 provides an overall picture of theoretical developments in rough set theory, covering logical, algebraic, and topological methods. Topics covered include: algebraic theory of approximation spaces, logical and set-theoretical approaches to indiscernibility and functional dependence, topological spaces of rough sets. The final part gives a unique view on mutual relations between fuzzy and rough set theories (rough fuzzy and fuzzy rough sets). Over 300 excercises allow the reader to master the topics considered. The book can be used as a textbook and as a reference work.


Rough Sets
Language: en
Pages: 549
Authors: Lech Polkowski
Categories: Mathematics
Type: BOOK - Published: 2013-06-05 - Publisher: Springer Science & Business Media

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A comprehensive introduction to mathematical structures essential for Rough Set Theory. The book enables the reader to systematically study all topics of rough
Rough Sets and Data Mining
Language: en
Pages: 429
Authors: T.Y. Lin
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Rough Sets and Data Mining: Analysis of Imprecise Data is an edited collection of research chapters on the most recent developments in rough set theory and data
Rough Set Theory: A True Landmark in Data Analysis
Language: en
Pages: 330
Authors: Ajith Abraham
Categories: Computers
Type: BOOK - Published: 2009-02-26 - Publisher: Springer Science & Business Media

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Part 1 of this book deals with theoretical contributions of rough set theory, and parts 2 and 3 focus on several real world data mining applications. The book t
Rough Sets
Language: en
Pages: 247
Authors: Z. Pawlak
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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To-date computers are supposed to store and exploit knowledge. At least that is one of the aims of research fields such as Artificial Intelligence and Informati
Incomplete Information: Rough Set Analysis
Language: en
Pages: 615
Authors: Ewa Orlowska
Categories: Computers
Type: BOOK - Published: 2013-03-14 - Publisher: Physica

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In 1982, Professor Pawlak published his seminal paper on what he called "rough sets" - a work which opened a new direction in the development of theories of inc