Skip to main content
  • Book
  • © 2010

Transactions on Rough Sets XI

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

Part of the book sub series: Transactions on Rough Sets (TRS)

Buying options

eBook USD 39.99
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (Canada)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

This is a preview of subscription content, access via your institution.

Table of contents (10 chapters)

  1. Front Matter

  2. Mining Numerical Data – A Rough Set Approach

    • Jerzy W. Grzymala-Busse
    Pages 1-13
  3. Variable Consistency Bagging Ensembles

    • Jerzy BÅ‚aszczyÅ„ski, Roman SÅ‚owiÅ„ski, Jerzy Stefanowski
    Pages 40-52
  4. Irreducible Descriptive Sets of Attributes for Information Systems

    • Mikhail Moshkov, Andrzej Skowron, Zbigniew Suraj
    Pages 92-105
  5. A Distributed Decision Rules Calculation Using Apriori Algorithm

    • Tomasz Stra̧kowski, Henryk RybiÅ„ski
    Pages 161-176
  6. Back Matter

About this book

Volume XI of the Transactions on Rough Sets (TRS) provides evidence of f- ther growth in the rough set landscape, both in terms of its foundations and applications. This volume provides further evidence of the number of research streams that were either directly or indirectly initiated by the seminal work on rough 1 sets by Zdzis law Pawlak (1926-2006) . Evidence of the growth of various rough 2 set-based research streams can be found in the rough set database . Thisvolumecontainsarticlesintroducingadvancesinthefoundationsand- plicationsofroughsets.These advancesinclude: calculusofattribute-value pairs useful in mining numerical data, de?nability and coalescence of approximations, variable consistency generalization approach to bagging controlled by measures of consistency, classical and dominance-based rough sets in the search for genes, judgementaboutsatis?abilityunderincompleteinformation,irreducibledescr- tive sets of attributes for information systems useful in the design of concurrent data models, computational theory of perceptions (CTP) and its characteristics and the relation with fuzzy-granulation, methods and algorithms of the Net- TRS system, a recursive version of the apriori algorithm designed for parallel processing, and decision table reduction method based on fuzzy rough sets. Theeditorsandauthorsofthisvolumeextendtheirgratitudetothereviewers of articles in this volume, Alfred Hofmann, Ursula Barth, Christine Reiss and the LNCS sta? at Springer for their support in making this volume of the TRS possible.

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

  • University of Manitoba, Department of Electrical and Computer Engineering, , , ,, Manitoba, Canada

    James F. Peters

  • Institute of Mathematics, Warsaw University, Warsaw, Poland

    Andrzej Skowron

Bibliographic Information

Buying options

eBook USD 39.99
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (Canada)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions