Proceedings of the Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support

Discovery of fuzzy predicates in database

Authors
Taymi Ceruto Cordovés, Orenia Lapeira Mena, Alejandro Rosete Suárez, Rafael Espín Andrade
Corresponding Author
Taymi Ceruto Cordovés
Available Online October 2013.
DOI
https://doi.org/10.2991/.2013.6How to use a DOI?
Keywords
Knowledge Discovery in Databases, Predicates, Fuzzy logic, Metaheuristics
Abstract
Advanced technologies have enabled us to collect large amounts of data. These data may be transformed into use-ful knowledge. Because of our limited ability to manually process the data, it is necessary to use automatic tools to mine useful knowledge. Many data-mining methods have been proposed which are normally restricted to a given representation, such as rules and clusters. This paper pro-poses FuzzyPred, a metaheuristics-based data-mining method to obtain fuzzy predicates in normal form. We believe that the patterns obtained by FuzzyPred represent an interesting new representation of knowledge that is on-ly obtained by our proposal.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Proceedings
Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support
Part of series
Advances in Intelligent Systems Research
Publication Date
October 2013
ISBN
978-90-78677-86-4
ISSN
1951-6851
DOI
https://doi.org/10.2991/.2013.6How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Taymi Ceruto Cordovés
AU  - Orenia Lapeira Mena
AU  - Alejandro Rosete Suárez
AU  - Rafael Espín Andrade
PY  - 2013/10
DA  - 2013/10
TI  - Discovery of fuzzy predicates in database
BT  - Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support
PB  - Atlantis Press
SP  - 45
EP  - 54
SN  - 1951-6851
UR  - https://doi.org/10.2991/.2013.6
DO  - https://doi.org/10.2991/.2013.6
ID  - CerutoCordovés2013/10
ER  -