[Advanced Information and Knowledge Processing] Probabilistic Modeling in Bioinformatics and Medical Informatics || Software for Probability Models in Medical Informatics

✍ Scribed by Husmeier, Dirk; Dybowski, Richard; Roberts, Stephen

• Book ID: 124056230
• Publisher: Springer-Verlag
• Year: 2005
• Tongue: English
• Weight: 241 KB
• Edition: 2005
• Category: Article
• ISBN-13: 9781852337780
• DOI: 10.1007/1-84628-119-9_16

✦ Synopsis

probabilistic Modelling In Bioinformatics And Medical Informatics Has Been Written For Researchers And Students In Statistics, Machine Learning, And The Biological Sciences. The First Part Of This Book Provides A Self-contained Introduction To The Methodology Of Bayesian Networks. The Following Parts Demonstrate How These Methods Are Applied In Bioinformatics And Medical Informatics. All Three Fields - The Methodology Of Probabilistic Modeling, Bioinformatics, And Medical Informatics - Are Evolving Very Quickly. The Text Should Therefore Be Seen As An Introduction, Offering Both Elementary Tutorials As Well As More Advanced Applications And Case Studies.