Machine Learning In Bioinformatics Of Protein Sequences: Algorithms, Databases And Resources For Modern Protein Bioinformatics - Lukasz Kurgan - 書籍 - World Scientific Publishing Co Pte Ltd - 9789811258572 - 2023年1月4日
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Lukasz Kurgan
Machine Learning In Bioinformatics Of Protein Sequences: Algorithms, Databases And Resources For Modern Protein Bioinformatics

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Machine Learning in Bioinformatics of Protein Sequences guides readers around the rapidly advancing world of cutting-edge machine learning applications in the protein bioinformatics field. Edited by bioinformatics expert, Dr Lukasz Kurgan, and with contributions by a dozen of accomplished researchers, this book provides a holistic view of the structural bioinformatics by covering a broad spectrum of algorithms, databases and software resources for the efficient and accurate prediction and characterization of functional and structural aspects of proteins. It spotlights key advances which include deep neural networks, natural language processing-based sequence embedding and covers a wide range of predictions which comprise of tertiary structure, secondary structure, residue contacts, intrinsic disorder, protein, peptide and nucleic acids-binding sites, hotspots, post-translational modification sites, and protein function. This volume is loaded with practical information that identifies and describes leading predictive tools, useful databases, webservers, and modern software platforms for the development of novel predictive tools.
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メディア 書籍     Hardcover Book   (ハードカバー付きの本)
リリース済み 2023年1月4日
ISBN13 9789811258572
出版社 World Scientific Publishing Co Pte Ltd
ページ数 380
寸法 160 × 235 × 27 mm   ·   694 g
言語 英語  
編集者 Kurgan, Lukasz (Virginia Commonwealth Univ, Usa)

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