Riassunto:
This volume presents 43 articles dealing with models and methods of data analysis and classification, statistics and stochastics, information systems and WWW- and Internet-related topics as well as many applications. These articles are selected from more than 100 papers presented at the 21st Annual Conference of the Gesellschaft für Klassifikation. Based on the submitted and revised papers six sections have been arranged: - Classification and Data Analysis - Mathematical and Statistical Methods - World Wide Web and the Internet - Speech and Pattern Recognition - Marketing
Contenuti:
Classification and Data Analyis: U. Blien, F. Graef: Entropy Optimizing Methods for the Estimation of Tables.- N. Christlieb, G. Graßhoff, A. Nelke, A. Schlemminger, L. Wisotzki: Automatic Spectral Classification.- H. Feger: An Approach to Modelling Directional and Betweenness Data.- E. Godehardt, J. Jaworski, D. Godehardt: The Application of Random Coincidence Graphs for Testing the Homogeneity of Data.- P.J.F. Groenen, W.J. Heiser, J.J. Meulman: City-Block Scaling: Smoothing Strategies for Avoiding Local Minima.- B. Harris, E. Godehardt: Probability Models and Limit Theorems for Random Interval Graphs with Applications to Cluster Analysis.- W. Kempe: Labor Supply Decisions in Germany.- M. Land, O. Gefeller: A Multiplicative Approach to Partitioning the Risk of Disease.- F. Makedon, C. Owen: Multiple Media Stream Data Analysis: Theory and Applications.- F. Makedon, C. Owen: Multimedia Data Analysis using ImageTcl.- M. Riani, S. Zani, A. Corbellini: Robust Bivariate Boxplots and Visualization of Multivariate Data.- R. Wiemker: Unsupervised Fuzzy Classification of Multispectral Imagery.- Mathematical and Statistical Methods: D. Böhning, E. Dietz: Some News about C.A.MAN Computer Assisted Analysis of Mixtures.- M. Brehm: Mathematical Aspects of the Feature Pattern Analysis.- J. Faßbinder: A Note on the Off-Block-Diagonal Approximation of the Burt Matrix as Applied in Joint Correspondence Analysis.- O. Gefeller, N.L. Hjort: A New Look at the Visual Performance of Nonparametric Hazard Rate Estimators.- J. Hox: Multilevel Modeling: When and Why.- J. Krauth: Upper Bounds for the P-Values of a Scan Statistic with a Variable Window.- I. Leenen, I. V. Mechelen: A Branch-and-bound Algorrithm for Boolean Regression.- B. Mirkin: Mathematical Classification andClustering: From How to What and Why.- W. Polasek, S. Liu, S. Jin: Heteroskedastic Linear Regression Models - A Bayesian Analysis.- H.G. Strohe: A Heuristic Partial-Least-Squares Approach to Estimating.- World Wide Web and the Internet: E.-E. Doberkat: Using Logic for the Specification of Hypermedia Documents.- W. Effelsberg, W. Geyer, A. Eckert: Project TeleTeaching Mannheim - Heidelberg.- W. Esswein, A. Selz: WWW-Access to Relational Databases.- P.M. Hejl: Technology, Data, Relevancy: A Culture-Theoretical Look at the Internet.- T. Honkela, S. Kaski, T. Kohonen, K. Lagus: Self-Organizing Maps of Very Large Document Collections: Justification for the WEBSOM Method.- T. Klein, W. Gaul, F. Wartenberg: Segment-Specific Aspects of Designing Online Services in the Internet.- K. Lenz, A. Oberweis: Design of World Wide Web Information Systems.- H. Maurer: Large WWW Systems: New Phenomena, Problems and Solutions.- U. Preiser: Structured Visualization of Search Result List.-Speech and Pattern Recognition: J.G. Bauer: Application of Discriminative Methods for Isolated Word Recognition.- J. Hornegger, D. Paulus, H. Niemann: Statistical Classifiers in Computer Vision.- C. Neukirchen, G. Rigoll: Speech Signal Classification with Hybrid Systems.- H. Ney: Stochastic Modelling of Knowledge Sources in Automatic Speech Recognition.- H. Reininger, K. Kasper, H. Wüst: Classification of Speech Pattern Using Locally Recurrent Neural Networks.- Knowledge and Databases: H.-D. Burkhard: Information Gathering for Vague Queries Using Case Retrieval Nets.- M. Dreger, S. Göbel, S. Lohrum: Characterizing Bibliographic Databases by Content an Experimental Approach.- K. Großjohann, C. Haber, R. Weber: Medoc Searching Heterogeneous Bibliographic and Text Databases.- H. Kauderer, H.-J.
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