Volume 3 Supplement 3

Machine Learning for Biomedical Literature Analysis and Text Retrieval in the International Conference on Machine Learning and Applications 2011

Research

Edited by Rezarta Islamaj Dogan and Lana Yeganova

Machine Learning for Biomedical Literature Analysis and Text Retrieval in the International Conference on Machine Learning and Applications 2011.

Honolulu, HI, USA

18-21 December 2011

  1. Research

    Finding biomedical categories in Medline®

    There are several humanly defined ontologies relevant to Medline. However, Medline is a fast growing collection of biomedical documents which creates difficulties in updating and expanding these humanly define...

    Lana Yeganova, Won Kim, Donald C Comeau and W John Wilbur

    Journal of Biomedical Semantics 2012 3(Suppl 3):S3

    Published on: 5 October 2012

  2. Research

    Unsupervised grammar induction of clinical report sublanguage

    Clinical reports are written using a subset of natural language while employing many domain-specific terms; such a language is also known as a sublanguage for a scientific or a technical domain. Different genr...

    Rohit J Kate

    Journal of Biomedical Semantics 2012 3(Suppl 3):S4

    Published on: 5 October 2012

  3. Research

    Ranking relations between diseases, drugs and genes for a curation task

    One of the key pieces of information which biomedical text mining systems are expected to extract from the literature are interactions among different types of biomedical entities (proteins, genes, diseases, d...

    Simon Clematide and Fabio Rinaldi

    Journal of Biomedical Semantics 2012 3(Suppl 3):S5

    Published on: 5 October 2012

  4. Research

    Thematic clustering of text documents using an EM-based approach

    Clustering textual contents is an important step in mining useful information on the web or other text-based resources. The common task in text clustering is to handle text in a multi-dimensional space, and to...

    Sun Kim and W John Wilbur

    Journal of Biomedical Semantics 2012 3(Suppl 3):S6

    Published on: 5 October 2012

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