Data Analysis, Machine Learning and Applications
Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7-9, 2007
Published on 29. April 2008
Book
Paperback/Softback
XVI, 719 pages
978-3-540-78239-1 (ISBN)
Description
Data analysis and machine learning are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medical science, bioinformatics and business intelligence. This volume contains the revised versions of selected papers in the field of data analysis, machine learning and applications presented during the 31st Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl). The conference was held at the Albert-Ludwigs-University in Freiburg, Germany, in March 2007.
Reviews / Votes
From the reviews: "Data analysis and machine learning are potential research areas at the intersection of computer science (including artificial intelligence) and mathematical sciences (including both mathematics and statistics). This book contains a good collection of papers in these areas, describing their application in areas such as marketing and bioinformatics. . It is surely a must have book for any scientific library and indispensable for the scientific researcher." (Soubhik Chakraborthy, ACM Computing Reviews, February, 2010)More details
Series
Edition
2008 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
XVI, 719 p.
Dimensions
Height: 23.5 cm
Width: 15.5 cm
Weight
2240 gr
ISBN-13
978-3-540-78239-1 (9783540782391)
DOI
10.1007/978-3-540-78246-9
Schweitzer Classification
Other editions
Additional editions
Christine Preisach | Hans Burkhardt | Lars Schmidt-Thieme
Data Analysis, Machine Learning and Applications
Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7-9, 2007
E-Book
04/2008
1st Edition
Springer
€149.79
Available for download
Content
Classification.- Clustering.- Multidimensional Data Analysis.- Analysis of Complex Data.- Exploratory Data Analysis and Tools for Data Analysis.- Marketing and Management Science.- Banking and Finance.- Business Intelligence.- Text Mining, Web Mining, and the Semantic Web.- Linguistics.- Data Analysis in Humanities.