An Introduction To Chemoinformatics

  • Andrew R. Leach
  • Valerie J. Gillet

About this book

Introduction

Chemoinformatics draws upon techniques from many disciplines including computer science, mathematics, computational chemistry and data visualisation to tackle these problems.

This, the first text written specifically for this field, aims to provide an introduction to the major techniques of chemoinformatics. The first part of the book deals with the representation of 2D and 3D molecular structures, the calculation of molecular descriptors and the construction of mathematical models. The second part describes other important topics including molecular similarity and diversity, the analysis of large data sets, virtual screening, and library design. Simple illustrative examples are used throughout to illustrate key concepts, supplemented with case studies from the literature.

The book is aimed at graduate students, final-year undergraduates, and professional scientists. No prior knowledge is assumed other than a familiarity with chemistry and some basic mathematical concepts.

Keywords

chemical structure chemistry chemoinformatics computational chemistry structure

Authors and affiliations

  • Andrew R. Leach
    • 1
  • Valerie J. Gillet
    • 2
  1. 1.GlaxoSmithKline Research and DevelopmentUK
  2. 2.University of SheffieldUK

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4020-6291-9
  • Copyright Information Springer Science+Business Media B.V. 2007
  • Publisher Name Springer, Dordrecht
  • eBook Packages Chemistry and Materials Science
  • Print ISBN 978-1-4020-6290-2
  • Online ISBN 978-1-4020-6291-9
  • About this book