Presents the latest research on practical applications of computational biology & bioinformatics
Features the outcomes of the 13th International Conference on Practical Applications of Computational Biology & Bioinformatics held in Ávila, Spain, from 26th to 28th June 2019
Discusses interdisciplinary applications of computational intelligence, exploring the interactions between bioinformatics, chemoinformatics and systems biology
This book features 21 papers spanning many different sub-fields in bioinformatics and computational biology, presenting the latest research on the practical applications to promote fruitful interactions between young researchers in different areas related to the field. Next-generation sequencing technologies, together with other emerging and diverse experimental techniques, are evolving rapidly, creating numerous types of omics data. These, in turn, are creating new challenges for the expanding fields of bioinformatics and computational biology, which seek to analyse, process, integrate and extract meaningful knowledge from such data. This calls for new algorithms and approaches from fields such as databases, statistics, data mining, machine learning, optimization, computer science, machine learning and artificial intelligence. Clearly, biology is increasingly becoming a science of information, requiring tools from the computational sciences. To address these challenges, we have seen the emergence of a new generation of interdisciplinary scientists with a strong background in the biological and computational sciences. In this context, the interaction of researchers from different scientific areas is, more than ever, vital to boost the research efforts in the field and contribute to the training of the new generation of interdisciplinary scientists.
ProtRet: A Web Server for Retrieving Proteins in a Functional Complex.- Proposal of a new bioinformatics pipeline for metataxonomics in precision medicine.- Systems toxicology approach to unravel early indicators of squamous cell carcinoma rate in rat nasal epithelium induced by formaldehyde exposure.- Moment Vector Encoding of Protein Sequences for Supervised Classification.- A Hybrid of Particle Swarm Optimization and Minimization of Metabolic Adjustment For Ethanol production of Escherichia Coli.
This book features 21 papers spanning many different sub-fields in bioinformatics and computational biology, presenting the latest research on the practical applications to promote fruitful interactions between young researchers in different areas related to the field. Next-generation sequencing technologies, together with other emerging and diverse experimental techniques, are evolving rapidly, creating numerous types of omics data. These, in turn, are creating new challenges for the expanding fields of bioinformatics and computational biology, which seek to analyse, process, integrate and extract meaningful knowledge from such data. This calls for new algorithms and approaches from fields such as databases, statistics, data mining, machine learning, optimization, computer science, machine learning and artificial intelligence. Clearly, biology is increasingly becoming a science of information, requiring tools from the computational sciences. To address these challenges, we have seen the emergence of a new generation of interdisciplinary scientists with a strong background in the biological and computational sciences. In this context, the interaction of researchers from different scientific areas is, more than ever, vital to boost the research efforts in the field and contribute to the training of the new generation of interdisciplinary scientists.
ProtRet: A Web Server for Retrieving Proteins in a Functional Complex.- Proposal of a new bioinformatics pipeline for metataxonomics in precision medicine.- Systems toxicology approach to unravel early indicators of squamous cell carcinoma rate in rat nasal epithelium induced by formaldehyde exposure.- Moment Vector Encoding of Protein Sequences for Supervised Classification.- A Hybrid of Particle Swarm Optimization and Minimization of Metabolic Adjustment For Ethanol production of Escherichia Coli.
Inhaltsverzeichnis
ProtRet: A Web Server for Retrieving Proteins in a Functional Complex.- Proposal of a new bioinformatics pipeline for metataxonomics in precision medicine.- Systems toxicology approach to unravel early indicators of squamous cell carcinoma rate in rat nasal epithelium induced by formaldehyde exposure.- Moment Vector Encoding of Protein Sequences for Supervised Classi¿cation.- A Hybrid of Particle Swarm Optimization and Minimization of Metabolic Adjustment For Ethanol production of Escherichia Coli.
Klappentext
This book features 21 papers spanning many different sub-fields in bioinformatics and computational biology, presenting the latest research on the practical applications to promote fruitful interactions between young researchers in different areas related to the field. Next-generation sequencing technologies, together with other emerging and diverse experimental techniques, are evolving rapidly, creating numerous types of omics data. These, in turn, are creating new challenges for the expanding fields of bioinformatics and computational biology, which seek to analyse, process, integrate and extract meaningful knowledge from such data. This calls for new algorithms and approaches from fields such as databases, statistics, data mining, machine learning, optimization, computer science, machine learning and artificial intelligence. Clearly, biology is increasingly becoming a science of information, requiring tools from the computational sciences. To address these challenges, we have seen the emergence of a new generation of interdisciplinary scientists with a strong background in the biological and computational sciences. In this context, the interaction of researchers from different scientific areas is, more than ever, vital to boost the research efforts in the field and contribute to the training of the new generation of interdisciplinary scientists.rn
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Presents the latest research on practical applications of computational biology & bioinformatics
Features the outcomes of the 13th International Conference on Practical Applications of Computational Biology & Bioinformatics held in Ávila, Spain, from 26th to 28th June 2019
Discusses interdisciplinary applications of computational intelligence, exploring the interactions between bioinformatics, chemoinformatics and systems biology
