Approximation of information granule sets

A Skowron, J Stepaniuk, JF Peters - Rough Sets and Current Trends in …, 2001 - Springer
The aim of the paper is to present basic notions related to granular computing, namely the
information granule syntax and semantics as well as the inclusion and closeness (similarity) …

Approximation spaces and information granulation

A Skowron, R Swiniarski, P Synak - … on Rough Sets and Current Trends in …, 2004 - Springer
We discuss approximation spaces in the granular computing framework. Such
approximation spaces generalise the approaches to concept approximation existing in …

Set-theoretic approaches to granular computing

Y Yao, N Zhang, D Miao, F Xu - Fundamenta Informaticae, 2012 - content.iospress.com
A framework is proposed for studying a particular class of set-theoretic approaches to
granular computing. A granule is a subset of a universal set, a granular structure is a family …

Rough sets, neighborhood systems and granular computing

Y Yao - Engineering solutions for the next millennium. 1999 …, 1999 - ieeexplore.ieee.org
Granulation of a universe involves grouping of similar elements into granules. With
granulated views, we deal with approximations of concepts, represented by subsets of the …

Information granulation and rough set approximation

YY Yao - International journal of intelligent systems, 2001 - Wiley Online Library
Abstract Information granulation and concept approximation are some of the fundamental
issues of granular computing. Granulation of a universe involves grouping of similar …

Information granules: Towards foundations of granular computing

A Skowron, J Stepaniuk - International Journal of Intelligent …, 2001 - Wiley Online Library
We introduce basic notions related to granular computing, namely the information granule
syntax and semantics as well as the inclusion and closeness (similarity) relations of …

[PDF][PDF] Granular computing: From rough sets and neighborhood systems to information granulation and computing in words

TY Lin - European congress on intelligent techniques and soft …, 1997 - Citeseer
GRANULAR COMPUTING: From Rough Sets and Neighborhood Systems to Information
Granulation and Computing with Words Page 1 European Congress on Intelligent Techniques …

A partition model of granular computing

Y Yao - Transactions on Rough Sets I: James F. Peters-Andrzej …, 2004 - Springer
There are two objectives of this chapter. One objective is to examine the basic principles and
issues of granular computing. We focus on the tasks of granulation and computing with …

Modeling of high quality granules

A Skowron, J Stepaniuk - International Conference on Rough Sets and …, 2007 - Springer
Abstract In Granular Computing (GC) we search for granules satisfying some criteria. These
criteria can be based on the minimal length principle, can express acceptable risk degrees …

[PDF][PDF] A model of granular computing with applications. granules from rough inclusions in information systems

L Polkowski - 2006 IEEE International Conference on Granular …, 2006 - researchgate.net
The topic of granular computing, introduced by Zadeh and Lin, is steadily gaining interest
due to its theoretical content as well as to possible applications. A framework that offers a …