Data Mining Techniques for the Life Sciences /
| Corporate Author: | |
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
New York, NY :
Springer New York : Imprint: Humana,
2016.
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| Edition: | 2nd ed. 2016. |
| Series: | Methods in Molecular Biology,
1415 |
| Subjects: |
Table of 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. .