Data mining techniques for the life sciences. (2016)

• Record Type: Book
• Further Information: Note: Edited by Oliviero Carugo, Frank Eisenhaber.
• Editors: Carugo, Oliviero; Eisenhaber, Frank
• Contents: Update on Genomic Databases and Resources at the National Center for Biotechnology Information -- Protein Structure Databases -- The MIntAct Project and Molecular Interaction Databases -- Applications of Protein Thermodynamic Database for Understanding Protein Mutant Stability and Designing Stable Mutants -- Classification and Exploration of 3D Protein Domain Interactions using Kbdock -- Data Mining of Macromolecular Structures -- Criteria to Extract High Quality Protein Data Bank Subsets for Structure Users -- Homology-based Annotation of Large Protein Datasets -- Identification and Correction Of Erroneous Protein Sequences in Public Databases -- Improving the Accuracy of Fitted Atomic Models in Cryo-EM Density Maps Of Protein Assemblies Using Evolutionary Information From Aligned Homologous Proteins -- Systematic Exploration of an Efficient Amino Acid Substitution Matrix, MIQS -- Promises and Pitfalls of High Throughput Biological Assays -- Optimizing RNA-seq Mapping with STAR -- Predicting Conformational Disorder -- Classification of Protein Kinases Influenced By Conservation of Substrate Binding Residues -- Spectral-Statistical Approach for Revealing Latent Regular Structures in DNA Sequence -- Protein Crystallizability -- Analysis and Visualization of ChIP-Seq and RNA-Seq Sequence Alignments using ngs.plot -- Data Mining with ontologies -- Functional Analysis of Metabolomics Data -- Bacterial Genomics Data Analysis in the Next-Generation Sequencing Era -- A Broad Overview of Computational Methods for Predicting the Pathophysiological Effects of Non-Synonymous Variants -- Recommendation Techniques for Drug-Target Interaction Prediction and Drug-Repositioning -- Protein Residue Contacts and Prediction Methods -- The Recipe for Protein Sequence-Based Function Prediction and its Implementation in the Annotator Software Environment -- Big Data, Evolution, and Metagenomes: Predicting Disease from Gut Microbiota Codon Usage Profiles -- Big Data in Plant Science: Resources and Data Mining Tools for Plant Genomics and Proteomics. .
• Edition: [Second edition]
• Publisher Details: New York, NY : Humana Press
• Publication Date: 2016
• Extent: 1 online resource (xiii, 552 pages), illustrations (some color)
• Subjects: 570.285/6312; Life sciences; Life sciences -- Data processing; Data mining; Data mining; Life sciences -- Data processing; Data Mining; Computational Biology -- methods; Computer Simulation; Databases, Genetic; Bioinformatics; Science -- Life Sciences -- Anatomy & Physiology; Molecular biology; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781493935727; 1493935720
• Related ISBNs: 9781493935703; 1493935704
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed May 4, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.