Beschreibung

This book presents extensions of papers from the Rough Sets and Knowledge Technology Conference held in October 2011, along with a longer paper based on a PhD thesis. Together, they explore both the theory and applications of rough, fuzzy and near sets.

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 XVI includes extensions of papers from the Rough Sets and Knowledge Technology Conference which was held in Banff, Canada, in October 2011. In addition this book contains a long paper based on a PhD thesis. The papers cover both theory and applications of rough, fuzzy and near sets. They offer a continuation of a number of research streams which have grown out of the seminal work by Zdzislaw Pawlak during the first decade of the 21st century.

Contains extended versions of very successful RSKT 2011 papers

Offers a continuation of a number of research streams out of the seminal work by Zdzislaw Pawlak

Special issue of Transactions on Rough Sets

Inhalt
Generalized Probabilistic Approximations.- An Extension to Rough c-Means Clustering Algorithm Based on Boundary Area Elements Discrimination.- Granular Computing: Topological and Categorical Aspects of Near and Rough Set Approaches to Granulation of Knowledge.- The Concept of Reducts in Pawlak Three-Step Rough Set Analysis.- Nearness of Subtly Different Digital Images.- Semantic Clustering of Scientific Articles Using Explicit Semantic Analysis.- Maximal Clique Enumeration in Finding Near Neighbourhoods.- On Fuzzy Topological Structures of Rough Fuzzy Sets.- Approximation of Sets Based on Partial Covering.

Produktinformationen

Titel:	Transactions on Rough Sets XVI
Editor:	James F. Peters   Andrzej Skowron   Xin Wang   Zbigniew Suraj   Sheela Ramanna
EAN:	9783642365041
ISBN:	3642365043
Format:	Kartonierter Einband
Herausgeber:	Springer Berlin Heidelberg
Anzahl Seiten:	232
Gewicht:	359g
Größe:	H235mm x B155mm x T12mm
Jahr:	2013
Untertitel:	Englisch
Auflage:	2013