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TitleClassification in the Information Age [electronic resource] : Proceedings of the 22nd Annual GfKl Conference, Dresden, March 4-6, 1998 / edited by Wolfgang Gaul, Hermann Locarek-Junge
ImprintBerlin, Heidelberg : Springer Berlin Heidelberg, 1999
Connect tohttp://dx.doi.org/10.1007/978-3-642-60187-3
Descript XII, 608 p. 46 illus. online resource

CONTENT

Plenary and Semi Plenary Presentations -- Classification and Information -- Scientific Information Systems and Metadata -- Multiple Expert Fusion -- How To Make a Multimedia Textbook and How to Use It -- Clustering and Neural Network Approaches -- Data Model and Classification by Trees -- A Framework for the Design, Development and Evaluation of Multimedia Based Learning Environments: โ{128}{157}ISTOS: An Application in the Computer Networking Domainโ{128}{157} -- Natural and Constrained Classification of Data by Fuzzy Clustering Techniques -- Finance and Risk -- From Variance to Value at Risk: A Unified Perspective on Standardized Risk Measures -- Does the Planning Horizon Affect the Portfolio Structure? -- Statistical Approach in Financial Risk Analysis and Management โ{128}{148} Review of Concepts -- 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 -- Multivariate Directional Tests with Incomplete Data -- Classification and Positioning of Data Mining Tools -- Hazard Rate Estimation from Censored Data -- A Sequential Modification of EM Algorithm -- Analysis of the Stability of Clusters of Variables via Bootstrap -- Models and Methods for Clusterwise Linear Regression -- Statistical Clustering Under Distortions: Optimality and Robustness -- Discrete Scan Statistics for Detecting Change-points in Binomial Sequences -- Dynamic Confinement, Classification, and Imaging -- Approximation of Distributions by Sets -- Computation of the Minimum Covariance Determinant Estimator -- Graphical Tools for the Detection of Multiple Outliers in Spatial Statistics Models -- Classification for Repeated Measurements in Gaussian and Related Populations -- Optimal vs. Classical Linear Dimension Reduction -- Testing for the Number of States in Hidden Markov Models with Application to Ion Channel Data -- ClustanGraphics3: Interactive Graphics for Cluster Analysis -- Conceptual Analysis and Learning -- Conceptual Meaning of Clusters -- Group Theoretical Structures for Representing Data Contexts -- The Comparative Efficacy of Some Combinatorial Tests for Detection of Clusters and Mixtures of Probability Distributions -- Efficient State-Space Representation by Neural Maps for Reinforcement Learning -- Match-Gaphs of Random Digraphs -- An Improved Training Method for Feed-Forward Neural Networks -- Decision Support By Order Diagrams -- Neural Network Classification in Exponential Models with Unknown Statistics -- Conceptual Landscapes of Knowledge: A Pragmatic Paradigm for Knowledge Processing -- Usage of New Media and the Internet -- Information Systems, Multimedia, and WWW -- Remote Data Analysis Using Java -- Metrics for World Wide Web Information Systems -- Modeling Concepts for Flexible Workflow Support -- Navigation and Classification on the Internet and Virtual Universities -- Visualization and Categorization of Cached Hypermedia Data -- Virtualization of Course Structures Through Adaptive Internet Techniques -- Navigation in Cyberspace Using Multi-Dimensional Scaling to Create Three-dimensional Navigational Maps -- Structured Documentation. An Approach to Identify and Model Knowledge Components for Learning Purposes -- Applications in Economics -- Finance, Capital, and Risk Management -- Measurement of the Probability of Insolvency with Mixture-of-Experts Networks -- An Application of Methods of Multivariate Data Analysis to Compare Different Approaches to Exchange Rate Forecasting -- Intelligent Software Agents: Current Technology and Potential Impact on Electronic Markets and Intermediaries -- Clustering of Stocks in Risk Context -- Measuring Risk in Value-at-Risk Based on Studentโ{128}{153}s t-Distribution -- Using ANN to Estimate VaR -- Forecasting Discretized Daily USD/DEM Exchange Rate Movements with Quantitative Models -- Study Major Choice โ{128}{148} Factor Preference Measurement -- What is โ{128}{156}Incentive Compatibilityโ{128}{157}? -- Marketing and Market Research -- An Integrative Approach for Product Development and Customer Satisfaction Measurement -- Market Segmentation and Profiling Using Artificial Neural Networks -- A Classification Approach for Competitive Pricing -- Panel-Data Based Competitive Market Structure and Segmentation Analysis Using Self-Organizing Feature Maps -- Analysis of A Priori Defined Groups in Applied Market Research -- Modeling and Measuring of Competitive Reactions to Changes of Marketing Mix at the Retail Level -- Applications in Archeology, Bioinformatics, Environment, and Health -- Bayesian Statistics for Archaeology -- Investigating Information Retrieval with the Environmental Thesaurus of the Umweltbundesamt -- Data Mining with a Neuro-Fuzzy Model for the Ozone Prognosis -- Attributing Shares of Risk to Grouped or Hierarchically Ordered Factors -- New Hypotheses and Tests for the Multivariate Bioequivalence Problem -- Diagnostic Support in Allergology Using Interactive Learning Classifier Systems -- On Nonparametric Repeated Measures Analysis of Variance


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