粗糙集汇刊 V/Transactions on rough sets V

出版时间：2006-10-31  出版社：Springer  作者：Peters, James F.; Skowron, Andrzej;  页数：506  

内容概要

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 book, which constitutes the fifth volume of the Transactions on Rough Sets series, is dedicated to the monumental life, work and creative genius of Zdzislaw 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 series includes a complete monograph on rough sets and approximate Boolean reasoning systems that covers both the foundations and the applications of data mining.

书籍目录

Commemoration  Zdzistaw Pawlak: Life and WorkRegular Papers  Rough Belief Change  Rough Sets and Vague Concept Approximation: From Approximation to Adaptive Learning  Matching 2D hnage Segments with Genetic Algorithms and Approximation Spaces  An Efficient Algorithm for Inference in Rough Set Flow Graphs  Intelligent Algorithms for Movie Sound Tracks Restoration  Rough Set-Based Application to Recognition of Emotionally-Charged Animated Character's Gestures  Introducing a Rule hnportance Measure  Variable Precision Bayesian Rough Set Model and Its Application to Kansei Engineering  P300 Wave Detection Based on Rough Sets  Multimodal Classification: Case Studies  Arrow Decision Logic for Relational Information Systems  On Generalized Rough Fuzzy Approximation Operators  Rough Set Approximations in Formal Concept Analysis  Motion-Information-Based Video Retrieval System Using Rough Pre-classification.Dissertations and Monographs  Approximate Boolean Reasoning: Foundations and Applications in Data MiningAuthor Index