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9783540393825

Transactions on Rough Sets V

by
  • ISBN13:

    9783540393825

  • ISBN10:

    354039382X

  • Format: Paperback
  • Copyright: 2006-10-15
  • Publisher: Textstream

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Summary

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.This fifth volume of the Transactions on Rough Sets is dedicated to the monumental life, work and creative genius of Zdzis{l}aw Pawlak, the originator of rough sets, who passed away in April 2006. It opens with a commemorative article that gives a brief coverage of Pawlak's works in rough set theory, molecular computing, philosophy, painting and poetry. Fifteen papers explore the theory of rough sets in various domains as well as new applications of rough sets. In addition, this volume of the TRS includes a complete monograph on rough sets and approximate Boolean reasoning systems that includes both the foundations as well as applications of data mining.

Table of Contents

Commemoration
Zdzislaw Pawlak: Life and Workp. 1
Regular Papers
Rough Belief Changep. 25
Rough Sets and Vague Concept Approximation: From Sample Approximation to Adaptive Learningp. 39
Matching 2D Image Segments with Genetic Algorithms and Approximation Spacesp. 63
An Efficient Algorithm for Inference in Rough Set Flow Graphsp. 102
Intelligent Algorithms for Movie Sound Tracks Restorationp. 123
Rough Set-Based Application to Recognition of Emotionally-Charged Animated Character's Gesturesp. 146
Introducing a Rule Importance Measurep. 167
Variable Precision Bayesian Rough Set Model and Its Application to Kansei Engineeringp. 190
P300 Wave Detection Based on Rough Setsp. 207
Multimodal Classification: Case Studiesp. 224
Arrow Decision Logic for Relational Information Systemsp. 240
On Generalized Rough Fuzzy Approximation Operatorsp. 263
Rough Set Approximations in Formal Concept Analysisp. 285
Motion-Information-Based Video Retrieval System Using Rough Pre-classificationp. 306
Dissertations and Monographs
Approximate Boolean Reasoning: Foundations and Applications in Data Miningp. 334
Author Indexp. 507
Table of Contents provided by Ingram. All Rights Reserved.

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