Classification, Automation, and New Media : Proceedings of the 24th Annual Conference of the Gesellschaft f¼r Klassifikation e.V., University of Passau, March 15-17, 2000 - Wolfgang Gaul

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Classification, Automation, and New Media

Proceedings of the 24th Annual Conference of the Gesellschaft f¼r Klassifikation e.V., University of Passau, March 15-17, 2000

By: Wolfgang Gaul (Editor), Gunter Ritter (Editor)

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Paperback | 25 March 2002

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552 Pages

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Given the huge amount of information in the internet and in practically every domain of knowledge that we are facing today, knowledge discovery calls for automation. The book deals with methods from classification and data analysis that respond effectively to this rapidly growing challenge. The interested reader will find new methodological insights as well as applications in economics, management science, finance, and marketing, and in pattern recognition, biology, health, and archaeology.

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Data Analysis, Statistics, and Classification	p. 1
Clustering and Models	p. 3
Some New and Some Old Results for the Polytomous Rasch Model	p. 17
Some Basic Results on the Extension of Quasi-likelihood Based Measurement Error Correction to Multivariate and Flexible Structural Models	p. 29
On the Optimal Number of Clusters in Histogram Clustering	p. 37
The Dual Dynamic Factor Analysis Models	p. 47
Joint Non-symmetrical Correspondence Analysis with Ordered Categories	p. 59
Regression Analysis of Extremely Multicollinear Data	p. 67
Modern Data Analysis: A Clash of Paradigms	p. 75
Two-mode Clustering with Genetic Algorithms	p. 87
Exact Tests for the Comparison of Binary Data Structures in Time	p. 95
Connected Maximum Split Clustering of Ladder Graphs	p. 107
A Generalization of Two-mode Three-way Asymmetric Multidimensional Scaling	p. 115
Central Limit Theorem for Probabilities of Correct Classification	p. 123
A New Model for the Analysis of Multitrait-multimethod Data	p. 131
Discrete and Continuous Models for Two-way Data	p. 139
Pattern Recognition and Automation	p. 149
Towards Feature Fusion - A Classifier on the Basis of Automatically Generated Significant Contour Sections	p. 151
Convex Discriminant Analysis Tools for Non Convex Pattern Recognition	p. 159
Sparse Kernel Feature Analysis	p. 167
Data Mining, Information Processing, and Automation	p. 179
Exploring Association Rules by Interactive Graphics	p. 181
Classification of Texts with Support Vector Machines: An Examination of the Efficiency of Kernels and Data-transformations	p. 189
Text Mining with the Help of Cohesion Trees	p. 199
New Features of Categorical Principal Components Analysis for Complicated Data Sets, Including Data Mining	p. 207
Supplement of Information: Data Integration by Classification of Pairs of Records	p. 219
The Completion of Missing Values by Neural Nets for Data Mining	p. 227
Knowledge Landscapes: Clustering Hypermedia Course Content for Efficient Overviews	p. 235
Simplification of Knowledge Discovery using "Structure Classification"	p. 245
New Media, Web Mining, and Automation	p. 253
Natural Language-based Specification and Fuzzy Logic for the Multimedia Development Process	p. 255
A Tool System for an Object-oriented Approach to Construction and Maintenance of Hypermedia Documents	p. 265
Recommendations for Virtual Universities from Observed User Behavior	p. 273
Virtual Dialect Areas in the Internet: "Townchats"	p. 281
The Navigation Problem in the World-Wide-Web	p. 289
Mining Web Usage Data for Automatic Site Personalization	p. 299
Integrating Combinatorial Relationships in a Cartography for Web Site Promotion	p. 313
Applications in Management Science, Finance, and Marketing	p. 321
Common Due Date Scheduling - Straddling Jobs and Due Windows -	p. 323
Currency Derivatives in German Non-financials: Empirical Evidence on Theoretical Approaches	p. 333
Data Visualization and Preparation by Separating Sales Force Data Matthias Meyer	p. 343
Fuzzy Scenario Evaluation	p. 351
Fair Stock Risk Premiums under Firm-specific Price Jumps	p. 359
What Components Determine Stock Market Returns in the 1990's?	p. 367
A Comparison of Estimators for Multivariate ARCH Models	p. 375
Pricing of a New Integrated Risk Reinsurance Product	p. 383
A Multiple Method Approach for Discrimination and Classification in Marketing Research	p. 391
Goodness-of-Fit measures for Two-mode Cluster Analyses	p. 401
On Volatility Transfers During the Asia Crisis in 1997-1998	p. 409
Applications in Medicine, Biology, Archaeology, and Others	p. 419
QTL Mapping in Plant Populations	p. 421
Robust Multivariate Methods in Geostatistics	p. 429
Resampling Methods in Physical Mapping	p. 437
Validating Dialect Comparison Methods	p. 445
Rater Classification on the Basis of Latent Features in Responding to Situations	p. 453
Results of Automatic Conversion of Diagnoses from ICD-9 to ICD-10 for Cancer Registration	p. 463
Exploring Roman Brick and Tile by Cluster Analysis with Validation of Results	p. 471
Relief Intensity and the Formation of the Archaeological Record	p. 479
Spatio-Temporal Modeling of Cancer Mortality Rates	p. 491
The Classification of Critical Periods for Melanoma Development due to UV-Radiation	p. 499
Classification in the Prescription of Medicaments	p. 507
Effects of Independent Non-differential Misclassification on the Attributable Risk	p. 515
A New Approach to Discriminant Analysis with Longitudinal Data	p. 523
Author Index	p. 531
Subject Index	p. 533
Table of Contents provided by Publisher. All Rights Reserved.

Classification, Automation, and New Media

Proceedings of the 24th Annual Conference of the Gesellschaft f¼r Klassifikation e.V., University of Passau, March 15-17, 2000

At a Glance

Paperback

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