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Classification and Knowledge Organization : Proceedings of the 20th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Freiburg, March 6-8, 1996 : NATO Asi Series - R. Klar

Classification and Knowledge Organization : Proceedings of the 20th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Freiburg, March 6-8, 1996

NATO Asi Series

By: R. Klar (Editor), Otto Opitz (Editor)

Paperback ISBN: 9783540629818
Number Of Pages: 684

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This volume presents 71 articles dealing with models and methods of data analysis and classification, statistics and stochastics, information systems and text analysis as well as manifold applications. Eight sections have been arranged: Data Analysis and Classification. Neural Networks and Pattern Recognition. Statistical Models and Methods. Information Systems: Design and Implementation. Text Analysis and Information Retrieval. Applications in Medicine. Applications in Economics and Social Sciences. Applications in Archaeology, Biology, Linguistics and Dialectometry. The grouping shows how theoretical aspects, applications and interdisciplinarities are interrelated in many respects.

Preface
Probability Models for Convex Clustersp. 3
Multidimensional Scaling: Analyzing Multineuronal Spike Patternsp. 15
Fixed Point Clusters and Their Relation to Stochastic Modelsp. 20
A Metric Approach for Ordinal Regressionp. 28
Graphical Stability of Data Analysing Softwarep. 36
Recent Developments in Three-Way Data Analysis: A Showcase of Methods and Examplesp. 44
A Hybrid Global Optimization Algorithm for Multidimensional Scalingp. 63
Ordinal Regressionp. 72
Numerical Algorithms for Multidimensional Scalingp. 80
High Dimensional Clustering Using Parallel Coordinates and the Grand Tourp. 93
A Symbolic Representation for Patterns in Time Series Using Definitive Clause Grammarsp. 105
Neural Networks: A Statistician's (Possible) Viewp. 112
Dynamic Supervised Learning: Some Basic Issues and Application Aspectsp. 123
A Hierarchical Neural Network Model for Pattern Recognitionp. 136
Markov Random Field Models with Spatially Varying Coefficientsp. 145
Distribution of a Likelihood Ratio Statistic for Spatial Disease Clustersp. 153
Biased Methods of Discrimination in High Dimensions: A Comparative Assessmentp. 162
A One-Step Optimization Procedure for the ARFIMA Processesp. 171
GARSCH Models with Outliersp. 178
Minimum Volume Sets in Statistics: Recent Developmentsp. 187
Fusion of Data Sets in Multivariate Linear Regression with Errors-in-Variablesp. 195
Discriminant Analysis for Directional Data Exemplified in a Concrete Casep. 208
Combination of Tests and Sequential Classificationp. 215
Classes of Influential Observationsp. 223
Bayesian Non-Linear Latent Variable Modelsp. 231
Case Based Software Engineering CBSE - The Example of a Store Control Systemp. 245
Optimization in Probabilistic Logic for Decision Support Systemsp. 253
Learning Strategies for Managing New and Innovative Productsp. 262
Interoperable Database Systemsp. 270
Consistent Completion of Incomplete Data Objectsp. 280
Towards a Case-Based Assistant for the Conceptual Modelling of Information Systemsp. 289
Foundational Aspects of Knowledge-Based Information Systems in Scientific Domainsp. 300
A Planning-Based Approach to Intelligent Information Retrieval in Text Databasesp. 313
3D-Navigation in Virtual Information Spaces: From Text-Based Retrieval to Cognitive User Interactionp. 324
A Note on Intelligent Information Retrieval Tools in the World Wide Webp. 335
Computer-Aided Methods for Typification in Qualitative Social Researchp. 342
Classification of Text Analysis Softwarep. 355
Computer Aided Text Analysis and Typology Constructionp. 363
Rotwangs' Children: Information Ecology and the Internetp. 371
Network Approaches in Text Analysisp. 381
Qualitative Software and Analysis Structures: Solving Problems or Creating Them?p. 390
Computer Tools for Grounded Theory: Introducing ATLAS/ti for Windows 95p. 399
Some Issues in the Comparison of Diagnostic Tests from a Paired Experimentp. 411
Formal Modeling of Medical Concept Systems Considering Part-Whole Relationsp. 426
Classification of Oligodendrogliomas Using Neural Networksp. 434
Statistical Methods to Estimate the Impact of Risk Factors on the Disease Load in a Populationp. 441
Neural Networks for Classification of Image Data in Quantitative Pathologyp. 449
Variations on the Shapley Solution for Partitioning Risks in Epidemiologyp. 458
Generalized Regression Trees Applied to Longitudinal Nutritional Survey Datap. 467
Conceptual Complexity in Biomedical Terminologies: The UMLS Approachp. 475
Sun Protection of Children: Changing Patterns of Preventive Knowledge and Behaviourp. 490
A Natural Language Understanding System for Knowledge-Based Analysis of Medical Textsp. 499
On the Development and Validation of Classification Schemes in Survival Datap. 509
Use of Crossvalidation to Assess Diagnostic Classification Schemes of Atopic Dermatitisp. 519
Differences of Representing a Conventional Classification by the Compositional Concept Representation Languages BERNWARD and GRAILp. 530
The Freiburg Center of Data Analysis and Model Building (FDM): An Interim Report about an Interdisciplinary Cooperationp. 539
Realization of a Medical Data Dictionary in a Relational Database Management Systemp. 547
Two-Mode Overlapping Clustering With Applications to Simultaneous Benefit Segmentation and Market Structuringp. 557
An Application of Two-Mode Classification to Analyze the Statistical Software Marketp. 567
Correspondence Analysis of Square Tables, with an Application to Social Mobilityp. 573
Identifying Bechmarking-Partners Using Two-Mode Classificationp. 581
Supporting the Search for Final Scenarios by the Fuzzy-C-Means Algorithmp. 588
Two-Mode Classification in Advertising Researchp. 596
Neural Networks as Instruments for Automotive Market Segmentationp. 604
Seriation in Archaeology: Modelling, Methods and Prior Informationp. 617
Probabilistic Aspects of Sequence Repeats and Sequencing by Hybridizationp. 631
On the Equivalence of Two Tree Mapping Measuresp. 642
Deriving Grammars from Large Corporap. 650
Investigation of the Language in Germany and Austria Using Statistical Methodsp. 658
Current Trends in Dialectometry: The Handling of Synonym Feature Realizationsp. 661
Interactive Graphical Analysis of Regional Dialectsp. 669
Subject Index (including List of Authors)p. 677
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540629818
ISBN-10: 3540629815
Series: NATO Asi Series
Audience: General
Format: Paperback
Language: English
Number Of Pages: 684
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: US
Dimensions (cm): 24.41 x 16.99  x 3.61
Weight (kg): 1.11