Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: A rough set-based knowledge discovery process
Contributor:
Grzymala-Busse, Jerzy - ed. ; Świniarski, Roman W. - ed. ; Zhong, Ning - ed. ; Ziarko, Wojciech - ed.
Subtitle:
Rough Sets and Their Applications
Group publication title:
Abstract:
The knowledge discovery from real-life databases is a multi-phase process consisting of numerous steps, including attribute selection, discretization of real-valued attributes, and rule induction. In the paper, we discuss a rule discovery process that is based on rough set theory. ; The core of the process is a soft hybrid induction system called the Generalized Distribution Table and Rough Set System (GDT-RS) for discovering classification rules from databases with uncertain and incomplete data. The system is based on a combination of Generalization Distribution Table (GDT) and the Rough Set methodologies. ; In the preprocessing, two modules, i.e. Rough Sets with Heuristics (RSH) and Rough Sets with Boolean Reasoning (RSBR), are used for attribute selection and discretization of real-valued attributes, respectively. We use a slope-collapse database as an example showing how rules can be discovered from a large, real-life database.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 11, number 3 (2001) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2001)
Last modified:
Jul 14, 2025
In our library since:
Jul 21, 2021
Number of object content hits:
183
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/65563
Show description in RDF format:
Show description in OAI-PMH format:
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 11, number 1 (2001)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 11, number 2 (2001)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 11, number 3 (2001)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 11, number 4 (2001)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 11, number 5 (2001)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 11, number 6 (2001)
-
-
-
-
-
-
-
-
-
-
-
-
| Edition name | Date |
|---|---|
| A rough set-based knowledge discovery process | Jul 14, 2025 |
Objects Similar
Świniarski, Roman W. Grzymala-Busse, Jerzy - ed. Świniarski, Roman W. - ed. Zhong, Ning - ed. Ziarko, Wojciech - ed.
Wybraniec-Skardowska, Urszula Grzymala-Busse, Jerzy - ed. Świniarski, Roman W. - ed. Zhong, Ning - ed. Ziarko, Wojciech - ed.
Loken, Terje Komorowski, Jan Grzymala-Busse, Jerzy - ed. Świniarski, Roman W. - ed. Zhong, Ning - ed. Ziarko, Wojciech - ed.
Colomo-Palacios, Ricardo González-Carrasco, Israel López-Cuadrado, José Luis García-Crespo, Ángel Cordón, Oskar - ed. Kazienko, Przemysław - ed.
Nowicki, Robert K. Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Madrid, Nicolás Medina, Jesús Ramírez-Poussa, Eloísa Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Saquer, Jamil Deogun, Jitender S. Grzymala-Busse, Jerzy - ed. Świniarski, Roman W. - ed. Zhong, Ning - ed. Ziarko, Wojciech - ed.
Fernández, Maria C. Menasalvas, Ernestina Marbán, Óskar Pena, José M. Millán, Socorro Grzymala-Busse, Jerzy - ed. Świniarski, Roman W. - ed. Zhong, Ning - ed. Ziarko, Wojciech - ed.
