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.
ISBN: | 9789813207974 |
Publication date: | 2nd August 2017 |
Author: | Jeffrey J P Asia Univ, Taiwan Univ Of Illinois At Chicago, Usa Tsai |
Publisher: | World Scientific Publishing Co Pte Ltd |
Format: | Hardback |
Pagination: | 232 pages |
Series: | Advanced Series in Electrical & Computer Engineering |
Genres: |
Medical and health informatics Biomedical engineering Artificial intelligence Algorithms and data structures |