Ana Botella Trelis

University of Valencia, Valenza, Valencia, Spain

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Publications (3)0 Total impact

  • Keith Douglas Stuart, Maciej Majewski, Ana Botella Trelis
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    ABSTRACT: The paper describes the application of hybrid probabilistic neural networks for corpus analysis which consists of intelligent semantic-based methods of analysis and recognition of word clusters and their meaning. The task of analyzing a corpus of academic articles was resolved with hybrid probabilistic neural networks and developed word clusters. The created prototypes of word clusters provide the probabilistic neural networks with possibilities of recognizing corpus clusters. The established corpus comprises 1376 articles, from specialist leading SCI-indexed journals, and provides representative samples of the language of science and technology. In this paper, a review of selected issues is carried out with regards to computational approaches to language modelling as well as semantic patterns of language. The paper features semantic-based recognition algorithms of word clusters of similar meanings but different lexico-grammatical patterns from the established corpus using multilayer neural networks. The paper also presents experimental results of word cluster semantic-based recognition in the context of phrase meaning analysis.
    Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part I; 01/2011
  • Keith Douglas Stuart, Maciej Majewski, Ana Botella Trelis
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    ABSTRACT: The paper describes the application of artificial neural networks for corpus analysis which consists of intelligent mechanisms of analysis and recognition of word clusters and their meaning. The task of analyzing a corpus of academic articles was resolved with probabilistic neural networks. A review of selected issues is carried out with regards to computational approaches to language modeling as well as statistical patterns of language. The paper features recognition algorithms of word clusters of similar meanings but different lexico-grammatical patterns from the established corpus using four-layer neural networks. The paper also presents experimental results of word cluster recognition in the context of phrase meaning analysis.
    Advances in Neural Networks - ISNN 2010, 7th International Symposium on Neural Networks, ISNN 2010, Shanghai, China, June 6-9, 2010, Proceedings, Part II; 01/2010
  • Source
    Ana Botella Trelis, Keith Stuart
    IJES, International journal of english studies, ISSN 1578-7044, NÂș. 1, 2009 (Ejemplar dedicado a: Recent and Applied Corpus-based Studies), pags. 1-20.