Martin Schader

Patrick J.F. Groenen

Henk A.L. Kiers

Jean-Paul Rasson

This volume contains a selection of papers presented at the Seven~h Confer ence of the International Federation of Classification Societies (IFCS-2000), which was held in Namur, Belgium, July 11-14,2000. From the originally sub mitted papers, a careful review process involving two reviewers per paper, led to the selection of 65 papers that were considered suitable for publication in this book. The present book contains original research contributions, innovative ap plications and overview papers in various fields within data analysis, classifi cation, and related methods. Given the fast publication process, the research results are still up-to-date and coincide with their actual presentation at the IFCS-2000 conference. The topics captured are: • Cluster analysis • Comparison of clusterings • Fuzzy clustering • Discriminant analysis • Mixture models • Analysis of relationships data • Symbolic data analysis • Regression trees • Data mining and neural networks • Pattern recognition • Multivariate data analysis • Robust data analysis • Data science and sampling The IFCS (International Federation of Classification Societies) The IFCS promotes the dissemination of technical and scientific information data analysis, classification, related methods, and their applica concerning tions.

Data Analysis, Classification, and Related Methods

Stefan Kuhlins

Das vorliegende Buch ist gleichzeitig Einführung und Nachschlagewerk zur aktuellen ANSI/ISO-C++-Standardbibliothek. Das Hauptaugenmerk gilt der STL (Standard Template Library), dem wichtigsten Teil der Standardbibliothek. Die Funktionsweise der einzelnen Komponenten der Bibliothek (Container, Iteratoren, Algorithmen, Funktionsobjekte, Strings, Streams usw.) wird verständlich und detailliert erklärt. Darüber hinaus demonstrieren Anwendungsbeispiele den praktischen Einsatz. Mit zahlreichen Aufgaben kann das erworbene Wissen überprüft und vertieft werden. Ein ausführlicher Index ermöglicht gezieltes Nachschlagen.

Einführung und Nachschlagewerk

Die C++-Standardbibliothek

Wolfgang A. Gaul

Zum Thema referieren Experten, die interdisziplinAre AktivitAten in den Gebieten Angewandte Mathematik und Statistik, Operations Research und Praktische Informatik zu neuen Ergebnissen verknA1/4pfen. Viele der BeitrAge benAtigen Hilfsmittel aus dem Bereich der Daten- und Clusteranalyse und verwenden darA1/4berhinaus Techniken der Wirtschaftsinformatik. Zu den wirtschaftswissenschaftlichen Anwendungen gehAren Marketing und Finanzierung. Das Buch bietet einen Aoeberblick A1/4ber aktuelle Forschungsrichtungen in diesen Gebieten und zeigt die MAglichkeiten fachA1/4bergreifender Anwendungen auf. Die BeitrAge gliedern sich in die Abschnitte: Data Mining, Datenanalyse und Klassifiaktion, Statistik, Marktforschung und Marketing, Kapital und Risiko, Operations Research und Unternehmensplanung, Volkswirtschaftslehre, Informatik und Methodeneinsatz in der Lehre.

Festschrift für OTTO OPITZ

Mathematische Methoden der Wirtschaftswissenschaften

Otto Opitz

"Data Analysis" in the broadest sense is the general term for a field of activities of ever-increasing importance in a time called the information age. It covers new areas with such trendy labels as, e.g., data mining or web mining as well as traditional directions emphazising, e.g., classification or knowledge organization. Leading researchers in data analysis have contributed to this volume and delivered papers on aspects ranging from scientific modeling to practical application. They have devoted their latest contributions to a book edited to honor a colleague and friend, Hans-Hermann Bock, who has been active in this field for nearly thirty years.

Scientific Modeling and Practical Application

Data Analysis

Maurizio Vichi

Wolfgang Gaul

The volume presents new developments in data analysis and classification and gives an overview of the state of the art in these scientific fields and relevant applications. Areas that receive considerable attention in the book are clustering, discrimination, data analysis, and statistics, as well as applications in economics, biology, and medicine it provides recent technical and methodological developments and a large number of application papers demonstrating the usefulness of the newly developed techniques.

Martin Schader

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