Evolutionary Grammar Induction for Protein Relation Extraction

Created by W.Langdon from gp-bibliography.bib Revision:1.8081

@InProceedings{Gavrilis:2006:SPECOM,

• author = "Dimitris Gavrilis and Ioannis Tsoulos and Evangelos Dermatas",
• title = "Evolutionary Grammar Induction for Protein Relation Extraction",
• year = "2006",
• booktitle = "Proceedings XI International Conference Speech and Computer, SPECOM 2006",
• address = "St. Petersburg, Russia",
• month = "25-29 " # jun,
• keywords = "genetic algorithms, genetic programming, grammatical evolution, information extraction, protein relations",
• isbn13 = "574520074X",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.628.488",
• URL = "http://users.cs.uoi.gr/~itsoulos/publications/protein.pdf",
• annote = "The Pennsylvania State University CiteSeerX Archives",
• bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
• language = "en",
• oai = "oai:CiteSeerX.psu:10.1.1.628.488",
• size = "4 pages",
• abstract = "A novel method is presented for protein relation extraction from scientific abstracts. The proposed method is based on Meta-Grammars, a novel method for grammar inference that uses genetic programming and a BNF description to discover a tree representation of sentence structure that can be used for information extraction. A series if transformations are applied to the original corpus before the Meta-Grammars genetic algorithm is applied. The proposed method is evaluated against extracting protein relations from scientific abstracts and it is shown that it requires a train corpus which has minimum requirements from field experts and giving precision of 79.165percent.",
• notes = "http://www.specom.nw.ru/history.html https://www.tib.eu/en/search/id/TIBKAT%3A517762994/Proceedings-SPECOM-2006-XI-International-Conference/?tx_tibsearch_search%5Bsearchspace%5D=tn",

}

Genetic Programming entries for Dimitris Gavrilis Ioannis G Tsoulos Evangelos Dermatas

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