PLENARY AND SEMI PLENARY PRESENTATIONS

Classification and Information

Scientific Information Systems and Metadata

M. Grotschel

J. Lugger

Multiple Expert Fusion

J. Kittler

How To Make a Multimedia Textbook and How to Use It

Th. Ottmann

M. Will

Clustering and Neural Network Approaches

H.-H. Bock

Data Model and Classification by Trees

O. Gascuel

A Framework for the Design, Development and Evaluation of Multimedia Based Learning Environments: ``ISTOS: An Application in the Computer Networking Domain''

A. Pombortsis

S. Demetriadis

A. Karoulis

Natural and Constrained Classification of Data by Fuzzy Clustering Techniques

E. Trauwaert

Finance and Risk

From Variance to Value at Risk: A Unified Perspective on Standardized Risk Measures

H. W. Brachinger

Does the Planning Horizon Affect the Portfolio Structure?

G. Bamberg

G. Dorfleitner

R. Lasch

Statistical Approach in Financial Risk Analysis and Management-Review of Concepts

K. Jajuga

CLASSIFICATION AND RELATED ASPECTS OF DATA ANALYSIS AND LEARNING

Classification, Data Analysis, and Statistics

On Data-Based Checking of Hypotheses in the Presence of Uncertain Knowledge

Th. Augustin

Multivariate Directional Tests with Incomplete Data

Th. Bregenzer

Classification and Positioning of Data Mining Tools

W. Gaul

F. Sauberlich

Hazard Rate Estimation from Censored Data

O. Gefeller

A Sequential Modification of EM Algorithm

J. Grim

Analysis of the Stability of Clusters of Variables via Bootstrap

U. Halekoh

K. Schweizer

Models and Methods for Clusterwise Linear Regression

C. Hennig

Statistical Clustering Under Distortions: Optimality and Robustness

Yu. Kharin

Discrete Scan Statistics for Detecting Change-points in Binomial Sequences

J. Krauth

Dynamic Confinement, Classification, and Imaging

J. Mattes

J. Demongeot

Approximation of Distributions by Sets

K. Parna

J. Lember

A. Viiart

Computation of the Minimum Covariance Determinant Estimator

Ch. Pesch

Graphical Tools for the Detection of Multiple Outliers in Spatial Statistics Models

M. Riani

A. Cerioli

Classification for Repeated Measurements in Gaussian and Related Populations

W.-D. Richter

Optimal vs. Classical Linear Dimension Reduction

M. C. Rohl

C. Weihs

Testing for the Number of States in Hidden Markov Models with Application to Ion Channel Data

M. Wagner

S. Michalek

J. Timmer

ClustanGraphics3: Interactive Graphics for Cluster Analysis

D. Wishart

Conceptual Analysis and Learning

Conceptual Meaning of Clusters

P. Bittner

C. Eckes

K. E. Wolff

Group Theoretical Structures for Representing Data Contexts

A. Groβkopf

The Comparative Efficacy of Some Combinatorial Tests for Detection of Clusters and Mixtures of Probability Distributions

B. Harris

E. Godehardt

Efficient State-Space Representation by Neural Maps for Reinforcement Learning

M. Herrmann

R. Der

Match-Gaphs of Random Digraphs

J. Jaworski

Z. Palka

An Improved Training Method for Feed-Forward Neural Networks

M. Lendl

R. Unbehauen

Decision Support By Order Diagrams

T. Ronsch

G. Weiβhahn

Neural Network Classification in Exponential Models with Unknown Statistics

I. Vajda

Conceptual Landscapes of Knowledge: A Pragmatic Paradigm for Knowledge Processing

R. Wille

USAGE OF NEW MEDIA AND THE INTERNET

Information Systems, Multimedia, and WWW

Remote Data Analysis Using Java

S. Kuhlins

M. Schader

Metrics for World Wide Web Information Systems

K. Lenz

A. Oberweis

A. v. Poblotzki

Modeling Concepts for Flexible Workflow Support

R. Schatzle

W. Stucky

Navigation and Classification on the Internet and Virtual Universities

Visualization and Categorization of Cached Hypermedia Data

F. Dridi

T. Hulsbusch

G. Neumann

Virtualization of Course Structures Through Adaptive Internet Techniques

E. Koppen

G. Neumann

Navigation in Cyberspace Using Multi-Dimensional Scaling to Create Three-dimensional Navigational Maps

D. Schoder

Structured Documentation. An Approach to Identify and Model Knowledge Components for Learning Purposes

E. Schoop

APPLICATIONS IN ECONOMICS

Finance, Capital, and Risk Management

Measurement of the Probability of Insolvency with Mixture-of-Experts Networks

J. Baetge

A. Jerschensky

An Application of Methods of Multivariate Data Analysis to Compare Different Approaches to Exchange Rate Forecasting

U. Bankhofer

C. Rennhak

Intelligent Software Agents: Current Technology and Potential Impact on Electronic Markets and Intermediaries

Th. Burkhardt

Clustering of Stocks in Risk Context

M. Czekala

K. Kuziak

Measuring Risk in Value-at-Risk Based on Student's t-Distribution

S. Huschens

J.-R. Kim

Using ANN to Estimate VaR

H. Locarek-Junge

R. Prinzler

Forecasting Discretized Daily USD/DEM Exchange Rate Movements with Quantitative Models

E. Steurer

M. Rothenhausler

Y. Yeo

Study Major Choice-Factor Preference Measurement

D. Strahl

J. Dziechciarz

What is ``Incentive Compatibility''?

R. Trost

Marketing and Market Research

An Integrative Approach for Product Development and Customer Satisfaction Measurement

A. Herrmann

C. Seilheimer

I. Vetter

M. Wricke

Market Segmentation and Profiling Using Artificial Neural Networks

K. A. Krycha

A Classification Approach for Competitive Pricing

M. Loffler

W. Gaul

Panel-Data Based Competitive Market Structure and Segmentation Analysis Using Self-Organizing Feature Maps

Th. Reutterer

Analysis of A Priori Defined Groups in Applied Market Reaserch

T. Temme

R. Decker

Modeling and Measuring of Competitive Reactions to Changes of Marketing Mix at the Retail Level

R. Wagner

APPLICATIONS IN ARCHEOLOGY, BIOINFORMATICS, ENVIRONMENT, AND HEALTH

Bayesian Statistics for Archaeology

C. E. Buck

Investigating Information Retrieval with the Environmental Theasaurus of the Umweltbundesamt

S. Dorflein

S. Strahringer

Data Mining with a Neuro-Fuzzy Model for the Ozone Prognosis

K. Gartner

R. Schulze

Attributing Shares of Risk to Grouped or Hierarchically Ordered Factors

M. Land

O. Gefeller

New Hypotheses and Tests for the Multivariate Bioequivalence Problem

R. Pfluger

A. Munk

Diagnostic Support in Allergology Using Interactive Learning Classifier Systems

J. Schoof

On Nonparametric Repeated Measures Analysis of Variance

K.-D. Wernecke

G. Kalb

Index