Computational Methods with Applications in Bioinformatics Analysis (Advanced Series in Electrical and Computer Engineering) (Advanced Electrical and Computer Engineering)

Jeffrey J. P. Tsai

ISBN 10: 9813207973 / ISBN 13: 9789813207974

Verlag: World Scientific Publishing Company, 2017

Beschreibung

Bestandsnummer des Verkäufers 18383649455

Bibliografische Details

• Titel: Computational Methods with Applications in Bioinformatics Analysis (Advanced Series in Electrical and Computer Engineering) (Advanced Electrical and Computer Engineering)
• Verlag: World Scientific Publishing Company
• Veröffentlichungsdatum: 2017
• Sprache: Englisch
• ISBN-10: 9813207973
• ISBN-13: 9789813207974
• Bindung: Hardcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

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.