Handbook of Chemoinformatics Algorithms

Jean-Loup Faulon Andreas Bender

ISBN 10: 1420082922 / ISBN 13: 9781420082920

Editore: Taylor & Francis Group, 2010

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pp. xii + 440. Codice articolo 26623889

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Titolo: Handbook of Chemoinformatics Algorithms

Casa editrice: Taylor & Francis Group

Data di pubblicazione: 2010

Legatura: Rilegato

Condizione: New

Descrizione articolo

Riassunto:

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 and graph theory to chemical problems, the book presents algorithms for two-dimensional chemical structures and three-dimensional representations of molecules. It then focuses on molecular descriptors, virtual screening methods, and quantitative structure–activity relationship (QSAR) models, before introducing algorithms to enumerate and sample chemical structures. The book also covers computer-aided molecular design, reaction network generation, and open source software and database technologies. The remaining chapters describe techniques developed in the context of bioinformatics and computational biology and their potential applications to chemical problems.

This handbook presents a selection of algorithms relevant in practice, making the book useful to those working in the field. It offers an up-to-date account of many algorithmic aspects of chemoinformatics.

Informazioni sull?autore:

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.