Computational Methods for the Analysis of Genomic Data and Biological Processes

Computational Methods for the Analysis of Genomic Data and Biological Processes
Author: Francisco A. Gómez Vela
Publisher: MDPI
Total Pages: 222
Release: 2021-02-05
Genre: Medical
ISBN: 3039437712

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In recent decades, new technologies have made remarkable progress in helping to understand biological systems. Rapid advances in genomic profiling techniques such as microarrays or high-performance sequencing have brought new opportunities and challenges in the fields of computational biology and bioinformatics. Such genetic sequencing techniques allow large amounts of data to be produced, whose analysis and cross-integration could provide a complete view of organisms. As a result, it is necessary to develop new techniques and algorithms that carry out an analysis of these data with reliability and efficiency. This Special Issue collected the latest advances in the field of computational methods for the analysis of gene expression data, and, in particular, the modeling of biological processes. Here we present eleven works selected to be published in this Special Issue due to their interest, quality, and originality.


Computational Methods for the Analysis of Genomic Data and Biological Processes
Language: en
Pages: 222
Authors: Francisco A. Gómez Vela
Categories: Medical
Type: BOOK - Published: 2021-02-05 - Publisher: MDPI

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In recent decades, new technologies have made remarkable progress in helping to understand biological systems. Rapid advances in genomic profiling techniques su
Computational Methods for the Analysis of Genomic Data and Biological Processes
Language: en
Pages: 222
Authors: Francisco A. Gómez Vela
Categories:
Type: BOOK - Published: 2021 - Publisher:

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In recent decades, new technologies have made remarkable progress in helping to understand biological systems. Rapid advances in genomic profiling techniques su
Computational Genomics with R
Language: en
Pages: 463
Authors: Altuna Akalin
Categories: Mathematics
Type: BOOK - Published: 2020-12-16 - Publisher: CRC Press

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Computational Genomics with R provides a starting point for beginners in genomic data analysis and also guides more advanced practitioners to sophisticated data
Computational Genome Analysis
Language: en
Pages: 543
Authors: Richard C. Deonier
Categories: Computers
Type: BOOK - Published: 2005-12-27 - Publisher: Springer Science & Business Media

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This book presents the foundations of key problems in computational molecular biology and bioinformatics. It focuses on computational and statistical principles
Computational Methods for Analysis of Large-Scale Epigenomics Data
Language: en
Pages: 248
Authors: Petko Plamenov Fiziev
Categories:
Type: BOOK - Published: 2018 - Publisher:

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Reverse-engineering and understanding the regulatory dynamics of genes is key to gaining insights into many biological processes on molecular level. Advances in