[PDF][PDF] Rough set theory—fundamental concepts, principals, data extraction, and applications

S Rissino, G Lambert-Torres - Data mining and …, 2009 - pdfs.semanticscholar.org
Rough Set Theory, proposed in 1982 by Zdzislaw Pawlak, is in a state of constant
development. Its methodology is concerned with the classification and analysis of imprecise …

Rough set theory and its applications to data analysis

Z Pawlak - Cybernetics & Systems, 1998 - Taylor & Francis
This paper gives basic ideas of rough set theory a new approach to data analysis. The lower
and upper approximation of a set, the basic operations of the theory, are intuitively explained …

Rough sets perspective on data and knowledge

A Skowron, J Komorowski, Z Pawlak… - Handbook of data mining …, 2002 - dl.acm.org
Rough set theory was proposed by Zdzislaw Pawlak (1982, 1991) in the early 1980s. Since
then we have witnessed a systematic, worldwide growth of interest in rough set theory and …

A review of rough set models

TY Lin, N Cercone, YY Yao, SKM Wong… - Rough Sets and Data …, 1997 - Springer
Since introduction of the theory of rough set in early eighties, considerable work has been
done on the development and application of this new theory. The paper provides a review of …

[PDF][PDF] B6. A rough set perspective on data and knowledge

J Komorowski, Z Pawlal, L Polkowski… - The handbook of data …, 1999 - Citeseer
Rough set theory was proposed by Zdzis law Pawlak 24, 25] in the early 1980's. Since then
we have witnessed a systematic, world-wide growth of interest in rough set theory and its …

Rough sets and their applications

Z Pawlak - Computational Intelligence in Theory And Practice, 2001 - Springer
The paper discusses basic concepts of rough set theory. Starting point of the theory are data
tables which are used to define rudiments of the theory: approximations, dependency and …

Some issues on rough sets

Z Pawlak - Transactions on Rough Sets I: James F. Peters-Andrzej …, 2004 - Springer
The aim of this paper is to give rudiments of rough set theory and present some recent
research directions proposed by the author. Rough set theory is a new mathematical …

[图书][B] Rough sets in knowledge discovery 2: applications, case studies and software systems

L Polkowski - 2013 - books.google.com
The papers on rough set theory and its applications placed in this volume present a wide
spectrum of problems representative to the present. stage of this theory. Researchers from …

[PDF][PDF] Rough sets: A perspective

L Polkowski, A Skowron - Rough sets in knowledge discovery, 1998 - Citeseer
The present state of rough set theory and its applications is presented by articles in this
collection as well as by research papers listed in APPENDIX 1 to which we refer the reader …

[PDF][PDF] Introduction to the special issue on rough sets and knowledge discovery

W Ziarko - Computational Intelligence, 1995 - academia.edu
The theory of rough sets is a relatively new research direction concerned with the analysis
and modeling of classification and decision problems involving vague, imprecise, uncertain …