GPSQL Miner: SQL-Grammar Genetic Programming in Data Mining

Created by W.Langdon from gp-bibliography.bib Revision:1.6946

@InProceedings{ishida:2002:gmsgpidm,

• author = "Celso Yoshikazu Ishida and Aurora Trinidad Ramirez Pozo",
• title = "GPSQL Miner: SQL-Grammar Genetic Programming in Data Mining",
• booktitle = "Proceedings of the 2002 Congress on Evolutionary Computation CEC2002",
• editor = "David B. Fogel and Mohamed A. El-Sharkawi and Xin Yao and Garry Greenwood and Hitoshi Iba and Paul Marrow and Mark Shackleton",
• pages = "1226--1231",
• year = "2002",
• publisher = "IEEE Press",
• publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331, USA",
• organisation = "IEEE Neural Network Council (NNC), Institution of Electrical Engineers (IEE), Evolutionary Programming Society (EPS)",
• ISBN = "0-7803-7278-6",
• month = "12-17 " # may,
• notes = "CEC 2002 - A joint meeting of the IEEE, the Evolutionary Programming Society, and the IEE. Held in connection with the World Congress on Computational Intelligence (WCCI 2002)",
• keywords = "genetic algorithms, genetic programming, SQL, GPSQL Miner, SQL-grammar genetic programming, data mining, relational databases, grammars",
• DOI = "doi:10.1109/CEC.2002.1004418",
• abstract = "The present work describes GPSQL Miner, a Genetic Programming system for mining relational databases. This system uses Grammar Genetic Programming for classification task and one of its main features is the representation of the classifiers. The system uses SQL grammar, which facilitates the evaluation process, once the data are in relational databases. The tool was tested with some databases and the results were compared with other algorithms. These first experiments had shown promising results for the classification task.",

}

Genetic Programming entries for Celso Yoshikazu Ishida Aurora Trinidad Ramirez Pozo

Citations