Mario Cannataro's Books

Artificial Intelligence in Bioinformatics

From Omics Analysis to Deep Learning and Network Mining

By: Mario Cannataro,Pietro Hiram Guzzi,Giuseppe Agapito,Chiara Zucco,Marianna Milano

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Artificial Intelligence in Bioinformatics

From Omics Analysis to Deep Learning and Network Mining

By: Mario Cannataro,Pietro Hiram Guzzi,Giuseppe Agapito,Chiara Zucco,Marianna Milano

Artificial Intelligence in Bioinformatics: From Omics Analysis to Deep Learning and Network Mining reviews the main applications of the topic, from omics analysis to deep learning and network mining. The book includes a rigorous introduction on bioinformatics, also reviewing how methods are incorporated in tasks and processes. In addition, it presents methods and theory, including content for emergent fields such as Sentiment Analysis and Network Alignment. Other sections survey how Artificial Intelligence is exploited in bioinformatics applications, including sequence analysis, structure analysis, functional analysis, protein classification, omics analysis, biomarker discovery, integrative bioinformatics, protein interaction analysis, metabolic networks analysis, and much more. - Bridges the gap between computer science and bioinformatics, combining an introduction to Artificial Intelligence methods with a systematic review of its applications in the life sciences - Brings readers up-to-speed on current trends and methods in a dynamic and growing field - Provides academic teachers with a complete resource, covering fundamental concepts as well as applications

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Page Count

270

Publisher

Elsevier

Published Date

ISBN 10

0128229292

ISBN 13

9780128229293

Data Management of Protein Interaction Networks

By: Mario Cannataro,Pietro H. Guzzi

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Data Management of Protein Interaction Networks

By: Mario Cannataro,Pietro H. Guzzi

Current PPI databases do not offer sophisticated querying interfaces and especially do not integrate existing information about proteins. Current algorithms for PIN analysis use only topological information, while emerging approaches attempt to exploit the biological knowledge related to proteins and kinds of interaction, e.g. protein function, localization, structure, described in Gene Ontology or PDB. The book discusses technologies, standards and databases for, respectively, generating, representing and storing PPI data. It also describes main algorithms and tools for the analysis, comparison and knowledge extraction from PINs. Moreover, some case studies and applications of PINs are also discussed.

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Page Count

145

Publisher

John Wiley & Sons

Published Date

ISBN 10

1118103734

ISBN 13

9781118103739

Data Management of Protein Interaction Networks

By: Mario Cannataro,Pietro H. Guzzi

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Data Management of Protein Interaction Networks

By: Mario Cannataro,Pietro H. Guzzi

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

145

Publisher

John Wiley & Sons

Published Date

ISBN 10

1118103734

ISBN 13

9781118103739

Book's by Mario Cannataro

Artificial Intelligence in Bioinformatics

Artificial Intelligence in Bioinformatics

Data Management of Protein Interaction Networks

Data Management of Protein Interaction Networks

Data Management of Protein Interaction Networks

Data Management of Protein Interaction Networks

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