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Association Analysis Techniques And Applications In Bioinformatics eBook

de Qingfeng Chen
idioma: inglês
Editor: Springer Nature Singapore, abril de 2024 ‧
185,49€
166,94€
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Ebook para ADE
Advances in experimental technologies have given rise to tremendous amounts of biology data. This not only offers valuable sources of data to help understand biological evolution and functional mechanisms, but also poses challenges for accurate and effective data analysis. 

This book offers an essential introduction to the theoretical and practical aspects of association analysis, including data pre-processing, data mining methods/algorithms, and tools that are widely applied for computational biology. It covers significant recent advances in the field, both foundational and application-oriented, helping readers understand the basic principles and emerging techniques used to discover interesting association patterns in diverse and heterogeneous biology data, such as structure-function correlations, and complex networks with gene/protein regulation. 

The main results and approaches are described in an easy-to-follow way and accompanied by sufficientreferences and suggestions for future research. This carefully edited monograph is intended to provide investigators in the fields of data mining, machine learning, artificial intelligence, and bioinformatics with a profound guide to the role of association analysis in computational biology. It is also very useful as a general source of information on association analysis, and as an overall accompanying course book and self-study material for graduate students and researchers in both computer science and bioinformatics. 

Association Analysis Techniques And Applications In Bioinformatics

de Qingfeng Chen

Propriedade Descrição
ISBN: 9789819982516
Editor: Springer Nature Singapore
Data de Lançamento: abril de 2024
Idioma: Inglês
Tipo de produto: eBook
Formato e Compatibilidade:
Coleção: Computer Science
Classificação Temática: eBooks em Inglês > Medicina > Medicina Geral
EAN: 9789819982516
Acessibilidade: Ver características de acessibilidade indicadas pelo editor

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