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Practical applications of computatio...

International Conference on Practical Applications of Computational Biology & Bioinformatics (2019 :)

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Practical applications of computational biology and bioinformatics, 13th International Conference

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Practical applications of computational biology and bioinformatics, 13th International Conference/ edited by Florentino Fdez-Riverola ... [et al.].
其他作者:	Fdez-Riverola, Florentino.
團體作者:	International Conference on Practical Applications of Computational Biology & Bioinformatics
出版者:	Cham :Springer International Publishing : : 2020.,
面頁冊數:	xv, 184 p. :ill., digital ;24 cm.
內容註:	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.
Contained By:	Springer eBooks
標題:	Computational biology - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-030-23873-5
ISBN:	9783030238735

Practical applications of computational biology and bioinformatics, 13th International Conference
Practical applications of computational biology and bioinformatics, 13th International Conference[electronic resource] /edited by Florentino Fdez-Riverola ... [et al.]. - Cham :Springer International Publishing :2020. - xv, 184 p. :ill., digital ;24 cm. - Advances in intelligent systems and computing,v.10052194-5357 ;. - Advances in intelligent systems and computing ;v.1005..

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.

ISBN: 9783030238735

Standard No.: 10.1007/978-3-030-23873-5doiSubjects--Topical Terms:

893170
Computational biology
--Congresses.

LC Class. No.: QH324.2

Dewey Class. No.: 570.285

Practical applications of computational biology and bioinformatics, 13th International Conference
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520 $a 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.
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