1st Edition

Handbook of Chemoinformatics Algorithms

By Jean-Loup Faulon, Andreas Bender Copyright 2010
452 Pages 153 B/W Illustrations
by Chapman & Hall

454 Pages
by Chapman & Hall

Unlike in the related area of bioinformatics, few books currently exist that document the techniques, tools, and algorithms of chemoinformatics. Bringing together worldwide experts in the field, the Handbook of Chemoinformatics Algorithms provides an overview of the most common chemoinformatics algorithms in a single source. After a historical perspective of the applications of algorithms... Read more

Representing 2D Chemical Structures with Molecular Graphs, Ovidiu Ivanciuc

Algorithms to Store and Retrieve 2D Chemical Structures, Milind Misra and Jean-Loup Faulon

3D Molecular Representations, Egon L. Willighagen

Molecular Descriptors, Nikolas Fechner, Georg Hinselmann, and Jörg Kurt Wegner

Ligand- and Structure-Based Virtual Screening, Robert D. Clark and Diana C. Roe

Predictive Quantitative Structure–Activity Relationships Modeling: Data Preparation and the General Modeling Workflow, Alexander Tropsha and Alexander Golbraikh

Predictive Quantitative Structure–Activity Relationships Modeling: Development and Validation of QSAR Models, Alexander Tropsha and Alexander Golbraikh

Structure Enumeration and Sampling, Markus Meringer

Computer-Aided Molecular Design: Inverse Design, Donald P. Visco, Jr.

Computer-Aided Molecular Design: De Novo Design, Diana C. Roe

Reaction Network Generation, Jean-Loup Faulon and Pablo Carbonell

Open Source Chemoinformatics Software and Database Technologies, Rajarshi Guha

Sequence Alignment Algorithms: Applications to Glycans, Trees, and Tree-Like Structures, Tatsuya Akutsu

Machine Learning-Based Bioinformatics Algorithms: Application to Chemicals, Shawn Martin

Using Systems Biology Techniques to Determine Metabolic Fluxes and Metabolite Pool Sizes, Fangping Mu, Amy L. Bauer, James R. Faeder, and William S. Hlavacek

Index

Biography

Jean-Loup Faulon is a professor in the Department of Biology at the University of Evry in France.

Andreas Bender is an assistant professor in the Leiden/Amsterdam Center for Drug Research (LACDR) at Leiden University in the Netherlands.