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Transactions on Rough Sets XI

  • James F. Peters
  • Andrzej Skowron

Part of the Lecture Notes in Computer Science book series (LNCS, volume 5946)

Table of contents

About this book

Introduction

The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence.

The 10 articles contained in this volume introduce a number of advances in the foundations and applications of rough sets. The topics covered include calculus of attribute-value pairs useful in mining numerical data; definability and coalescence of approximations; a variable consistency generalization approach to bagging, controlled by measures of consistency;the use of classical and dominance-based rough sets in the search for genes; judgement about satisfiability with incomplete information; irreducible descriptive sets of attributes for information systems useful in the design of concurrent data models; computational theory of perceptions (CTP) and its characteristics and relation with fuzzy-granulation; methods and algorithms of Net-processing; and decision table reduction methods based on fuzzy rough sets.

Keywords

Design algorithms approximation space balancing selection bioinformatics calculus case based reasoning classical rough sets approach concept modeling data mining decision rules decision table reduction descriptor language dominance-based rough sets sets

Editors and affiliations

  • James F. Peters
    • 1
  • Andrzej Skowron
    • 2
  1. 1.University of Manitoba, Department of Electrical and Computer Engineering, , , ,ManitobaCanada
  2. 2.Institute of MathematicsWarsaw UniversityWarsawPoland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-11479-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-11478-6
  • Online ISBN 978-3-642-11479-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1861-2067
  • Buy this book on publisher's site