
Algorithms for Regression and Classification
Robust Regression and Genetic Association Studies
Robin Nunkesser(Author)
BoD - Books on Demand (Publisher)
1st Edition
Published on 9. April 2009
Book
Paperback/Softback
152 pages
978-3-8370-9604-0 (ISBN)
Description
The focus of this dissertation is on robust regression and classification in genetic association studies. In the context of robust regression, new exact algorithms, results for robust online scale estimation, and an evolutionary computation algorithm for different estimators in higher dimensions are presented. For classification in genetic association studies, this thesis describes a Genetic Programming algorithm that outpeforms the standard approaches on the considered data sets.
More details
Language
English
Place of publication
Norderstedt
Germany
Product notice
Paperback (trade)
Unsewn / adhesive bound
Illustrations
18
18 farbige Abbildungen
Dimensions
Height: 21 cm
Width: 14.8 cm
Thickness: 1 cm
Weight
230 gr
ISBN-13
978-3-8370-9604-0 (9783837096040)
Schweitzer Classification
Person
Author
Prof. Dr. Robin Nunkesser ist Professor für Mobile Computing an der Hochschule Hamm-Lippstadt. Zuvor war er als Software Engineer und Consultant bei der ELCA Informatik AG und als Projektleiter und zuletzt IT-Leiter bei der adesso mobile solutions GmbH tätig. Er hat dabei bei zahlreichen mobilen Applikationen mitgewirkt.