Transactions on Rough Sets XVIII

✍ Scribed by James F. Peters, Andrzej Skowron, Tianrui Li, Yan Yang, JingTao Yao, Hung Son Nguyen (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2014
• Tongue: English
• Leaves: 141
• Series: Lecture Notes in Computer Science 8449 Transactions on Rough Sets
• Edition: 1
• Category: Library

✦ Synopsis

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.

Volume XVIII includes extensions of papers from the Joint Rough Set Symposium (JRS 2012), which was held in Chengdu, China, in August 2012. The seven papers that constitute this volume deal with topics such as: rough fuzzy sets, intuitionistic fuzzy sets, multi-granulation rough sets, decision-theoretic rough sets, three-way decisions and their applications in attribute reduction, feature selection, overlapping clustering, data mining, cost-sensitive learning, face recognition, and spam filtering.

✦ Table of Contents

Front Matter....Pages I-IX
On the Intuitionistic Fuzzy Topological Structures of Rough Intuitionistic Fuzzy Sets....Pages 1-22
Feature Selection with Positive Region Constraint for Test-Cost-Sensitive Data....Pages 23-33
A Rough Neurocomputing Approach for Illumination Invariant Face Recognition System....Pages 34-51
Variable Precision Multigranulation Rough Set and Attributes Reduction....Pages 52-68
Three-Way Decisions Versus Two-Way Decisions on Filtering Spam Email....Pages 69-91
A Three-Way Decisions Approach to Density-Based Overlapping Clustering....Pages 92-109
Three-Way Decisions in Stochastic Decision-Theoretic Rough Sets....Pages 110-130
Back Matter....Pages 131-131

✦ Subjects

Pattern Recognition; Numeric Computing; Artificial Intelligence (incl. Robotics); Mathematical Logic and Formal Languages