Data Mining and Text Mining for Bioinformatics European Workshop 2004

Second European Workshop on Data Mining and Text Mining for Bioinformatics held in 24 September 2004, Pisa, Italy

Table of content

Cover, table of contents, and invited talks by Yves Moreau and Alfonso Valencia.
* Hong Chai and Carlotta Domeniconi: An Evaluation of Gene Selection Methods for Multi-Class Microarray Data Classification.
* Nikolai Daraselia, Sergei Egorov, Andrey Yazhuk, Svetlana Novichkova,
Anton Yuryev, and Ilya Mazo: Extracting Protein Function Information from MEDLINE Using a Full-Sentence Parser.
* Yoshikazu Kaneta, Md. Ahaduzzaman Munna, and Takenao Ohkawa: A Method of Extracting Sentences Related to Protein Interaction from Literature using a Structure Database.
* Svetlana Kiritchenko, Stan Matwin, and A. Fazel Famili: Hierarchical Text Categorization as a Tool of Associating Genes with Gene Ontology Codes.
* Judice L.Y.Koh, Mong Li Lee, Asif M. Khan, Paul T.J. Tan, and Vladimir Brusic: Duplicate Detection in Biological Data using Association Rule Mining.
* Andrea Malossini, Enrico Blanzieri, Raymond T. Ng: Assessment of SVM Reliability for Microarrays Data Analysis.
* Brigitte Mathiak and Silke Eckstein: Five Steps to Text Mining in Biomedical Literature.
* Oleg Okun: Protein Fold Recognition with K-Local Hyperplane Distance Nearest Neighbor Algorithm.
* F. Psomopoulos, S. Diplaris, and P. A. Mitkas: A Finite State Automata Based Technique for Protein Classification Rules Induction.
*
Fabio Rinaldi, Gerold Schneider, Kaarel Kaljurand, James Dowdall, Christos Andronis, Andreas Persidis, and Ourania Konstanti: Mining relations in the GENIA corpus.

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