Statistical Modelling of Molecular Descriptors in QSAR/QSPR, Volume 2

Statistical Modelling of Molecular Descriptors in QSAR/QSPR, Volume 2

Editor(s): Matthias Dehmer, Kurt Varmuza, Danail Bonchev

Published Online: 9 MAR 2012

Print ISBN: 9783527324347

Online ISBN: 9783527645121

DOI: 10.1002/9783527645121

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.

Table of contents

    1. You have free access to this content
    2. Chapter 3

      Mold2 Molecular Descriptors for QSAR (pages 65–109)

      Huixiao Hong, Svetoslav Slavov, Weigong Ge, Feng Qian, Zhenqiang Su, Hong Fang, Yiyu Cheng, Roger Perkins, Leming Shi and Weida Tong

    3. Chapter 11

      Consensus Models of Activity Landscapes (pages 307–326)

      José L. Medina-Franco, Austin B. Yongye and Fabian López-Vallejo

    4. You have free access to this content

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