Data Mining Techniques for the Life Sciences - Carugo, Oliviero; Eisenhaber, Frank; SpringerLink (Online service) (Totowa, NJ : Humana Press : Imprint: Humana, 2010)
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.
Keywords: Bioinformatics; Systems biology; Bioinformatics .; Computational biology .; Bioinformatics; Systems Biology; Computer Appl. in Life Sciences