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

Editore: World Scientific Publishing Company, 2017

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Titolo: Computational Methods with Applications in ...

Casa editrice: World Scientific Publishing Company

Data di pubblicazione: 2017

Legatura: Rilegato

Condizione: New

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Riassunto:

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.