Towards the automated generation of term-weighting schemes for text categorization

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@InProceedings{Garcia:2014:GECCOcomp,

• author = "Mauricio Garcia and Hugo J. Escalante and Manuel Montes and Alicia Morales and Eduardo Morales",
• title = "Towards the automated generation of term-weighting schemes for text categorization",
• booktitle = "GECCO 2014 Late breaking abstracts workshop",
• year = "2014",
• editor = "Dirk Sudholt",
• isbn13 = "978-1-4503-2881-4",
• keywords = "genetic algorithms, genetic programming",
• pages = "1459--1460",
• month = "12-16 " # jul,
• organisation = "SIGEVO",
• address = "Vancouver, BC, Canada",
• URL = "http://doi.acm.org/10.1145/2598394.2602286",
• DOI = "doi:10.1145/2598394.2602286",
• publisher = "ACM",
• publisher_address = "New York, NY, USA",
• abstract = "This paper describes ongoing research on the use of genetic programming to learn term-weighting schemes to be used for text classification. A term-weighting scheme (TWS) determines the way in which documents are represented before applying a text classification model. We propose a genetic program that aims at learning an effective TWS that can improve the performance in text classification. We report preliminary experimental results that give evidence of the validity of the proposal.",
• notes = "Also known as \cite{2602286} Distributed at GECCO-2014.",

}

Genetic Programming entries for Mauricio Garcia-Limon Hugo Jair Escalante Manuel Montes Alicia Morales Eduardo F Morales

Citations