Articles liés à Data Mining of medical informatics: Handling the nature...

Data Mining of medical informatics: Handling the nature of the real-life medical data in data mining - Couverture souple

Salama, Mostafa A.

 
9783659144660: Data Mining of medical informatics: Handling the nature of the real-life medical data in data mining
Couverture souple
ISBN 10 : 3659144665 ISBN 13 : 9783659144660
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

Data mining is considered as the analysis step of the Knowledge Discovery in Databases process where it composed of the pre-processing, machine learning and visualization of the input data. Pre-processing stage contain techniques for fixing the pre-assumptions made by some machine learning techniques on input data sets. Medical data sets as a real life data could not follow pre-assumption. Some techniques in the pre-processing stage could lead to a distortion in the internal structure of the medical data. This book disuses this problem and the ways of avoiding it through a set of proposed techniques.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Dr. Mostafa A. Salama is an assistant professor at the British University in Egypt, Faculty of computer Science and Information Technology. He has authored/co He authored more than 15 publications in the field of data mining. He is a researcher in the steering committee of the scientific research group in Egypt / Abo group.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659144665
ISBN 13 
9783659144660
Reliure
Broché
Nombre de pages
156
Coordonnées du fabricant
non disponible
Personne responsable
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