Granular computing: perspectives and challenges

JT Yao, AV Vasilakos, W Pedrycz - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Granular computing, as a new and rapidly growing paradigm of information processing, has
attracted many researchers and practitioners. Granular computing is an umbrella term to …

[PDF][PDF] Three perspectives of granular computing

YY Yao - Journal of Nanchang Institute of Technology, 2006 - researchgate.net
As an emerging field of study, granular computing has received much attention. Many
models, frameworks, methods and techniques have been proposed and studied. It is …

[PDF][PDF] Potential applications of granular computing in knowledge discovery and data mining

YY Yao, N Zhong - Proceedings of World Multiconference on Systemics …, 1999 - Citeseer
In this paper, we argue that granular computing may have many potential applications in
knowledge discovery and data mining. Three related basic operations of granular computing …

[PDF][PDF] Granular computing.

Y Yao, N Zhong - 2008 - cs.uregina.ca
The basic ideas and principles of granular computing (GrC) have been studied explicitly or
implicitly in many fields in isolation. With the recent renewed and fast growing interest, it is …

[图书][B] Handbook of granular computing

W Pedrycz, A Skowron, V Kreinovich - 2008 - books.google.com
Although the notion is a relatively recent one, the notions and principles of Granular
Computing (GrC) have appeared in a different guise in many related fields including …

[PDF][PDF] Granular computing-the emerging paradigm

W Pedrycz - Journal of uncertain systems, 2007 - Citeseer
We provide an overview of Granular Computing-a rapidly growing area of information
processing aimed at the construction of intelligent systems. We highlight the main features of …

[图书][B] Granular computing: analysis and design of intelligent systems

W Pedrycz - 2018 - taylorfrancis.com
Information granules, as encountered in natural language, are implicit in nature. To make
them fully operational so they can be effectively used to analyze and design intelligent …

[图书][B] Granular computing: an introduction

W Pedrycz - 2000 - Springer
The study is concerned with the fundamentals of granular computing. Granular computing,
as the name itself stipulates, deals with representing information in the form of some …

[PDF][PDF] The roots of granular computing

A Bargiela, W Pedrycz - 2006 IEEE International Conference on …, 2006 - bargiela.com
Granular Computing arose as a synthesis of insights into human-centred information
processing by Zadeh in the late'90s and the Granular Computing name was coined, at this …

Perspectives of granular computing

Y Yao - 2005 IEEE international conference on granular …, 2005 - ieeexplore.ieee.org
Granular computing emerges as a new multi-disciplinary study and has received much
attention in recent years. A conceptual framework is presented by extracting shared …