Data mining techniques for the life sciences
By: edited by Oliviero Carugo, Frank Eisenhaber
Series: Springer protocols; Methods in molecular biology -- 609; Springer protocols; Methods in molecular biology (Clifton, N.J.) -- v. 609.
Publisher: Humana Press
Published: 2009
Place of publication: New York, N.Y
Language: eng
Number of pages: 407
ISBN-13: 9781603272407; 9781603272414
Copyright date: 2010
Subjects: Life sciences; Methods; Computational Biology; Data Mining; Genetic Databases; Computer Simulation; Data processing; Data mining
Notes: Includes bibliographical references and index.

Also available in an electronic version.
Table of contents: title: Nucleic acid sequence and structure databases / Stefan Washietl and Ivo L. Hofacker; title: Genomic databases and resources at the National Center for Biotechnology Information / Tatiana Tatusova; title: Protein sequence databases / Michael Rebhan; title: Protein structure databases / Roman A. Laskowski; title: Protein domain architectures / Nicola J. Mulder; title: Thermodynamic database for proteins : features and applications / M. Michael Gromiha and Akinori Sarai; title: Enzyme databases / Dietmar Schomburg and Ida Schomburg; title: Biomolecular pathway databases / Hong Sain Ooi ... [et al.]; title: Databases of protein-protein interactions and complexes / Hong Sain Ooi ... [et al.]; title: Proximity measures for cluster analysis / Oliviero Carugo; title: Clustering criteria and algorithms / Oliviero Carugo; title: Neural networks / Zheng Rong Yang; title: A user's guide to support vector machines / Asa Ben-Hur and Jason Weston; title: Hidden Markov models in biology / Claus Vogl and Andreas Futschik; title: Integrated tools for biomolecular sequence-based function prediction as exemplified by the ANNOTATOR software environment / Georg Schneider ... [et al.]; title: Computational methods for ab initio and comparative gene finding / Ernesto Picardi and Graziano Pesole; title: Sequence and structure analysis of noncoding RNAs / Stefan Washietl; title: Conformational disorder / Sonia Longhi, Philippe Lieutaud, and Bruno Canard; title: Protein secondary structure prediction / Walter Pirovano and Jaap Heringa; title: Analysis and prediction of protein quaternary structure / Anne Poupon and Joel Janin; title: Prediction of posttranslational modification of proteins from their amino acid sequence / Birgit Eisenhaber and Frank Eisenhaber; title: Protein crystallizability / Pawel Smialowski and Dmitrij Frishman.