Data Mining of medical informatics

ISBN-13: 9783659144660 / Angielski / Miękka / 2012 / 156 str.

Mostafa A Salama

Opis

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.

O autorze

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.