COMPUTATIONAL METHODS WITH APPLICATIONS IN BIOINFORMATICS ANALYSIS (Advanced Electrical and Computer Engineering)

Jeffrey J. P. Tsai

ISBN 10: 9813207973 / ISBN 13: 9789813207974

Edité par World Scientific Publishing Company, 2017

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Synopsis :

This compendium contains 10 chapters written by world renowned researchers with expertise in semantic computing, genome sequence analysis, biomolecular interaction, time-series microarray analysis, and machine learning algorithms.

The salient feature of this book is that it highlights eight types of computational techniques to tackle different biomedical applications. These techniques include unsupervised learning algorithms, principal component analysis, fuzzy integral, graph-based ensemble clustering method, semantic analysis, interolog approach, molecular simulations and enzyme kinetics.

The unique volume will be a useful reference material and an inspirational read for advanced undergraduate and graduate students, computer scientists, computational biologists, bioinformatics and biomedical professionals.

Présentation de l'éditeur:

This compendium contains 10 chapters written by world renowned researchers with expertise in semantic computing, genome sequence analysis, biomolecular interaction, time-series microarray analysis, and machine learning algorithms.

The salient feature of this book is that it highlights eight types of computational techniques to tackle different biomedical applications. These techniques include unsupervised learning algorithms, principal component analysis, fuzzy integral, graph-based ensemble clustering method, semantic analysis, interolog approach, molecular simulations and enzyme kinetics.

The unique volume will be a useful reference material and an inspirational read for advanced undergraduate and graduate students, computer scientists, computational biologists, bioinformatics and biomedical professionals.

Détails bibliographiques

Titre : COMPUTATIONAL METHODS WITH APPLICATIONS IN ...
Éditeur : World Scientific Publishing Company
Date d'édition : 2017
Reliure : Couverture rigide
Etat : Neuf