Data Mining in Bioinformatics

Jason T L Wang

ISBN 10: 1852336714 / ISBN 13: 9781852336714

Edité par Springer London Okt 2004, 2004

Neuware - The goal of this book is to help readers understand state-of-the-art techniques in biological data mining and data management and includes topics such as:- preprocessing tasks such as data cleaning and data integration as applied to biological data- classification and clustering techniques for microarrays-comparison of RNA structures based on stringproperties and energetics- discovery of the sequence characteristics of different parts of the genome- mining of haplotypes to find disease markers- sequencing of events leading to the folding of a protein- inference of the subcellular location of protein activity- classification of chemical compounds based on structure- special purpose metrics and index structures for phylogenetic applications- a new query language for protein searching based on the shape of proteins- very fast indexing schemes for sequences and pathways. Aimed at computer scientists, necessary biology is explained. N° de réf. du vendeur 9781852336714

Synopsis :

Provides systematic treatment of the application of data mining in bioinformatics, in a manner that is accessible to a computer-literate reader who understands the basics of genetics as well as to computationally interested biologists. Of particular interest to researchers in data mining and bioinformatics. The book is aimed at computer scientists, so necessary biology is explained as needed. Finally, problems are provided at the end of several chapters in case readers want to use the book as a text.

Détails bibliographiques

Titre : Data Mining in Bioinformatics
Éditeur : Springer London Okt 2004
Date d'édition : 2004
Reliure : Buch
Etat : Neu