IPMU
2010
Springer
13 years 11 months ago
2010
Springer
Abstract. In this paper we introduce a new approach to automatic attribute and granularity selection for building optimum regression trees. The method is based on the minimum descr...
GRC
2008
IEEE
14 years 1 months ago
2008
IEEE
Granular computing is gradually changing from a label to a new field of study. The driving forces, the major schools of thought, and the future research directions on granular co...
GRC
2008
IEEE
14 years 1 months ago
2008
IEEE
This is a follow-up of the paper “A ten-year review of granular computing” published in 2007. We will continue to examine the most influential papers in granular computing. B...
GRC
2007
IEEE
14 years 4 months ago
2007
IEEE
Granular computing is not only a computing model for computer-centered problem solving, but also a thinking model for human-centered problem solving. Some authors have presented t...
ISMIS
2003
Springer
14 years 5 months ago
2003
Springer
Abstract. A model of granular computing (GrC) is proposed by reformulating, re-interpreting, and combining results from rough sets, quotient space theory, and belief functions. Two...
GRC
2005
IEEE
14 years 6 months ago
2005
IEEE
— As an emerging research method to deal with information and knowledge processing, various topics of granular computing have recently received more attention by researchers. The...
RSFDGRC
2007
Springer
14 years 6 months ago
2007
Springer
Reading and literature exploration are important tasks of scientific research. However, conventional retrieval systems provide limited support for these tasks by concentrating on ...
RSEISP
2007
Springer
14 years 6 months ago
2007
Springer
The main objective of this paper is to provide a granular computing based interpretation of rules representing two levels of knowledge. This is done by adopting and adapting the de...
RSEISP
2007
Springer
14 years 6 months ago
2007
Springer
The current research in granular computing is dominated by set-theoretic models such as rough sets and fuzzy sets. By recasting the existing studies in a wider context, we propose ...
IFSA
2007
Springer
14 years 6 months ago
2007
Springer
One of the important components of granular computing is interval computations. In interval computations, at each intermediate stage of the computation, we have intervals of possi...