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 volume contains 8 revised selected papers from 11 submissions to the Rough Set and Knowledge Technology Conference (RSKT 2008), together with 5 papers introducing advances in rough set theory and its applications. The topics covered are: perceptually near Pawlak partitions, hypertext classification, topological space versus rough set theory in terms of lattice theory, feature extraction in interval-valued information systems, jumping emerging patterns (JEP), and rough set theory.
Author(s): Lech Polkowski, Maria Semeniuk–Polkowska (auth.), James F. Peters, Andrzej Skowron, Roman Słowiński, Pawan Lingras, Duoqian Miao, Shusaku Tsumoto (eds.)
Series: Lecture Notes in Computer Science 6190 : Transactions on Rough Sets
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 339
Tags: Mathematical Logic and Formal Languages; Computation by Abstract Devices; Theory of Computation; Image Processing and Computer Vision; Pattern Recognition; Artificial Intelligence (incl. Robotics)
Front Matter....Pages -
Granular Rough Mereological Logics with Applications to Dependencies in Information and Decision Systems....Pages 1-20
On Topological Dominance-based Rough Set Approach....Pages 21-45
A Study of Multiple-Source Approximation Systems....Pages 46-75
A New Knowledge Reduction Algorithm Based on Decision Power in Rough Set....Pages 76-89
Comparison of Some Classification Algorithms Based on Deterministic and Nondeterministic Decision Rules....Pages 90-105
Gene Selection and Cancer Classification: A Rough Sets Based Approach....Pages 106-116
Evolutionary-Rough Feature Selection for Face Recognition....Pages 117-142
Spatial Reasoning Based on Rough Mereology: A Notion of a Robot Formation and Path Planning Problem for Formations of Mobile Autonomous Robots....Pages 143-169
Perceptually Near Pawlak Partitions....Pages 170-191
A Novel Split and Merge Technique for Hypertext Classification....Pages 192-210
A Non-boolean Lattice Derived by Double Indiscernibility....Pages 211-225
Rough Set Approximations in Formal Concept Analysis....Pages 226-235
On the Relation between Jumping Emerging Patterns and Rough Set Theory with Application to Data Classification....Pages 236-338
Back Matter....Pages -
