Data Mining Techniques for the Life Sciences /

Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Carugo, Oliviero. (Editor), Eisenhaber, Frank. (Editor)
Format: eBook
Language:English
Published: Totowa, NJ : Humana Press : Imprint: Humana, 2010.
Edition:1st ed. 2010.
Series:Methods in Molecular Biology, 609
Subjects:
Table of Contents:
  • Databases
  • Nucleic Acid Sequence and Structure Databases
  • Genomic Databases and Resources at the National Center for Biotechnology Information
  • Protein Sequence Databases
  • Protein Structure Databases
  • Protein Domain Architectures
  • Thermodynamic Database for Proteins: Features and Applications
  • Enzyme Databases
  • Biomolecular Pathway Databases
  • Databases of Protein-Protein Interactions and Complexes
  • Data Mining Techniques
  • Proximity Measures for Cluster Analysis
  • Clustering Criteria and Algorithms
  • Neural Networks
  • A User's Guide to Support Vector Machines
  • Hidden Markov Models in Biology
  • Database Annotations and Predictions
  • Integrated Tools for Biomolecular Sequence-Based Function Prediction as Exemplified by the ANNOTATOR Software Environment
  • Computational Methods for Ab Initio and Comparative Gene Finding
  • Sequence and Structure Analysis of Noncoding RNAs
  • Conformational Disorder
  • Protein Secondary Structure Prediction
  • Analysis and Prediction of Protein Quaternary Structure
  • Prediction of Posttranslational Modification of Proteins from Their Amino Acid Sequence
  • Protein Crystallizability.