Innovations in Classification, Data Science, and Information

2005
ISBN: 978-3-540-23221-6
Verlag: Springer-Verlag GmbH

Buch, Englisch, 616 Seiten, Format (B × H): 216 mm x 279 mm, Gewicht: 1920 g

Reihe: Studies in Classification, Data Analysis, and Knowledge Organization

The volume presents innovations in data analysis and classification and gives an overview of the state of the art in these scientific fields and applications. Areas that receive considerable attention in the book are discrimination and clustering, data analysis and statistics, as well as applications in marketing, finance, and medicine. The reader will find material on recent technical and methodological developments and a large number of applications demonstrating the usefulness of the newly developed techniques.

Zielgruppe

Research

Autoren/Hrsg.

Baier, Daniel

Wernecke, Klaus-Dieter

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik EDV | Informatik Business Application Unternehmenssoftware SAP
• Interdisziplinäres Bibliothekswesen, Informationswissenschaften Systematiken, Katalogisierung, Klassifikation, Bibliographisches Arbeiten
• Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsinformatik, SAP, IT-Management
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Zeichen- und Zahlendarstellungen

Inhaltsverzeichnis

Discrimination and Clustering.- Probability Models and Statistical Methods.- Pattern Recognition and Computational Learning.- Time Series Analysis.- Marketing, Retailing, and Marketing Research.- Finance, Capital Markets, and Risk Management.- Production, Logistics, and Controlling.- Medicine and Health Services.