Evolutionary Grammar Induction for Protein Relation Extraction

Created by W.Langdon from gp-bibliography.bib Revision:1.4524

  author =       "Dimitris Gavrilis and Ioannis Tsoulos and 
                 Evangelos Dermatas",
  title =        "Evolutionary Grammar Induction for Protein Relation
  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=",
  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:",
  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

Genetic Programming entries for Dimitris Gavrilis Ioannis G Tsoulos Evangelos Dermatas