Transactions on Rough Sets VIII

✍ Scribed by Martin W. Bunder, Mohua Banerjee, Mihir K. Chakraborty (auth.), James F. Peters, Andrzej Skowron (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2008
• Tongue: English
• Leaves: 529
• Series: Lecture Notes in Computer Science 5084 : Transactions on Rough Sets
• Edition: 1
• Category: Library

✦ Synopsis

VolumeVIIIoftheTransactions on Rough Sets (TRS)containsa widespectrum of contributions to the theory and applications of rough sets. The pioneering work by Prof. Zdzis law Pawlak led to the introduction of knowledge representation systems during the early 1970s and the discovery of rough sets during the early 1980s. During his lifetime, he nurtured worldwide interest in approximation, approximate reasoning, and rough set theory and its 1 applications . Evidence of the in?uence of Prof. Pawlak’s work can be seen in the growth in the rough-set literature that now includes over 4000 publications 2 by more than 1900 authors in the rough set database as well as the growth and 3 maturity of the International Rough Set Society . This volume of TRS presents papers that introduce a number of new - vances in the foundations and applications of arti?cial intelligence, engineering, logic, mathematics, and science. These advances have signi?cant implications in a number of researchareas.In addition, it is evident from the papers included in this volume that roughset theoryand its application forma veryactiveresearch area worldwide. A total of 58 researchers from 11 countries are represented in this volume, namely, Australia, Canada, Chile, Germany, India, Poland, P.R. China, Oman, Spain, Sweden, and the USA. Evidence of the vigor,breadth, and depth of research in the theory and applications rough sets can be found in the articles in this volume. This volume contains 17 papers that explore a number of research streams.

✦ Table of Contents

Front Matter....Pages -
Some Rough Consequence Logics and their Interrelations....Pages 1-20
Local and Global Approximations for Incomplete Data....Pages 21-34
A Rough Set Approach to Multiple Criteria ABC Analysis....Pages 35-52
Partially Ordered Monads and Rough Sets....Pages 53-74
A Rough Sets Approach to the Identification and Analysis of Factors Affecting Biological Control of Leafy Spurge....Pages 75-92
Interpretation of Extended Pawlak Flow Graphs Using Granular Computing....Pages 93-115
Generalized Indiscernibility Relations: Applications for Missing Values and Analysis of Structural Objects....Pages 116-145
A Categorical Approach to Mereology and Its Application to Modelling Software Components....Pages 146-174
Esoteric Rough Set Theory: Algebraic Semantics of a Generalized VPRS and VPFRS....Pages 175-223
Domain Knowledge Assimilation by Learning Complex Concepts....Pages 224-236
Information Quanta and Approximation Operators: Once More Around the Track....Pages 237-250
On Partial Covers, Reducts and Decision Rules....Pages 251-288
Evolutionary Rough k-Medoid Clustering....Pages 289-306
The Rough Set Database System....Pages 307-331
A Model of User-Oriented Reduct Construction for Machine Learning....Pages 332-351
Research on Rough Set Theory and Applications in China....Pages 352-395
Rough Neural Fault Classification of Power System Signals....Pages 396-519
Back Matter....Pages -

✦ Subjects

Mathematical Logic and Formal Languages; Computation by Abstract Devices; Artificial Intelligence (incl. Robotics); Database Management; Models and Principles