Data Mining Techniques for the Life Sciences /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Carugo, Oliviero. (Editor ), Eisenhaber, Frank. (Editor )
Formato: eBook
Lenguaje:English
Publicado: New York, NY : Springer New York : Imprint: Humana, 2016.
Edición:2nd ed. 2016.
Colección:Methods in Molecular Biology, 1415
Materias:
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024 7 |a 10.1007/978-1-4939-3572-7  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
245 1 0 |a Data Mining Techniques for the Life Sciences /  |c edited by Oliviero Carugo, Frank Eisenhaber. 
250 |a 2nd ed. 2016. 
260 # # |a New York, NY :  |b Springer New York :  |b Imprint: Humana,  |c 2016. 
300 |a XIII, 552 p. 97 illus., 84 illus. in color. :  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Methods in Molecular Biology,  |v 1415 
505 0 |a 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. . 
650 0 |a Bioinformatics. 
650 1 4 |a Bioinformatics. 
700 1 |a Carugo, Oliviero.  |e editor. 
700 1 |a Eisenhaber, Frank.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
900 |a Libro descargado a ALEPH en bloque (proveniente de proveedor)