Feature Description Systems for Clusters by Using Logical Rule Generations Based on the Genetic Programming and Its Applications to Data Mining
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{conf/iccS/LuLT07,
-
author = "Jianjun Lu and Yunling Liu and Shozo Tokinaga",
-
title = "Feature Description Systems for Clusters by Using
Logical Rule Generations Based on the Genetic
Programming and Its Applications to Data Mining",
-
booktitle = "Proceedings of the 7th International Conference on
Computational Science, ICCS 2007, Part {IV}",
-
year = "2007",
-
editor = "Yong Shi and G. Dick {van Albada} and
Jack Dongarra and Peter M. A. Sloot",
-
volume = "4490",
-
series = "Lecture Notes in Computer Science",
-
pages = "162--165",
-
address = "Beijing, China",
-
month = may # " 27-30",
-
publisher = "Springer",
-
keywords = "genetic algorithms, genetic programming",
-
isbn13 = "978-3-540-72589-3",
-
DOI = "doi:10.1007/978-3-540-72590-9_23",
-
size = "4 pages",
-
abstract = "This paper deals with the realization of retrieval and
feature description systems for clusters by using
logical rule generations based on the Genetic
Programming (GP). At first, whole data is divided into
several clusters and the rules are improved based the
GP. The fitness of individuals is defined in proportion
to the hits of corresponding logical expression to the
samples in targeted cluster c, but also in inversely
proportion to the hits outside the cluster c. The GP
method is applied to various real world data by showing
effective performance compared to conventional
methods.",
-
notes = "China Agricultural University, Beijing Graduate School
of Economics, Kyushu University, 812-8581, Japan",
-
bibdate = "2007-07-23",
-
bibsource = "DBLP,
http://dblp.uni-trier.de/db/conf/iccS/iccS2007-4.html#LuLT07",
- }
Genetic Programming entries for
Jian-Jun Lu
Yun-Ling Liu
Shozo Tokinaga
Citations