Data Mining is composed by a set of methods to extract
knowledgement from large database. One of these methods
is Genetic Programming. In this work we use this method
to build a Data Mining System that define a set of
patterns in order to classify the data. We define a
grammar, which is used by the Genetic Programming in
order to define the rules that represent the patterns.
In this way, we can group the data in class and
simplify the information in the database according to
the set of patterns.
J. Aguilar Universidad de los Andes, Facultad de
Ingenieria, Departamento de Computacion, CEMISID,
Merida, Venezuela, 5101
J. Altamiranda Universidad de los Andes, Facultad de
Ingenieria, Postgrado de Computacion, CEMISID, Merida,
Venezuela, 5101
%0 Generic
%1 Aguilar:2004:sci
%A Aguilar, J.
%A Altamiranda, J.
%D 2004
%K Clustering Data Mining, algorithms, genetic programming,
%T A Data Mining Algorithm Based on the Genetic
Programming
%X Data Mining is composed by a set of methods to extract
knowledgement from large database. One of these methods
is Genetic Programming. In this work we use this method
to build a Data Mining System that define a set of
patterns in order to classify the data. We define a
grammar, which is used by the Genetic Programming in
order to define the rules that represent the patterns.
In this way, we can group the data in class and
simplify the information in the database according to
the set of patterns.
@misc{Aguilar:2004:sci,
abstract = {Data Mining is composed by a set of methods to extract
knowledgement from large database. One of these methods
is Genetic Programming. In this work we use this method
to build a Data Mining System that define a set of
patterns in order to classify the data. We define a
grammar, which is used by the Genetic Programming in
order to define the rules that represent the patterns.
In this way, we can group the data in class and
simplify the information in the database according to
the set of patterns.},
added-at = {2008-06-19T17:35:00.000+0200},
author = {Aguilar, J. and Altamiranda, J.},
biburl = {https://www.bibsonomy.org/bibtex/2d6d1d0bae4000e0182f011e6eb97e934/brazovayeye},
interhash = {0c650300e76a4c0ce381e7e6eabd4798},
intrahash = {d6d1d0bae4000e0182f011e6eb97e934},
keywords = {Clustering Data Mining, algorithms, genetic programming,},
notes = {J. Aguilar Universidad de los Andes, Facultad de
Ingenieria, Departamento de Computacion, CEMISID,
Merida, Venezuela, 5101
J. Altamiranda Universidad de los Andes, Facultad de
Ingenieria, Postgrado de Computacion, CEMISID, Merida,
Venezuela, 5101},
size = {10 pages},
timestamp = {2008-06-19T17:35:18.000+0200},
title = {A Data Mining Algorithm Based on the Genetic
Programming},
year = 2004
}