Statistical Modelling of Molecular Descriptors in QSAR/QSPR, Volume 2
Copyright © 2012 Wiley-VCH Verlag GmbH & Co. KGaA
Editor(s): Matthias Dehmer, Kurt Varmuza, Danail Bonchev
Published Online: 9 MAR 2012
Print ISBN: 9783527324347
Online ISBN: 9783527645121
Series Editor(s): M. Dehmer, F. Emmert-Streib
About this Book
This handbook and ready reference presents a combination of statistical, information-theoretic, and data analysis methods to meet the challenge of designing empirical models involving molecular descriptors within bioinformatics. The topics range from investigating information processing in chemical and biological networks to studying statistical and information-theoretic techniques for analyzing chemical structures to employing data analysis and machine learning techniques for QSAR/QSPR.
The high-profile international author and editor team ensures excellent coverage of the topic, making this a must-have for everyone working in chemoinformatics and structure-oriented drug design.