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.
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Preface V(10) Contents XV Section 1: Data Analysis and Classification 3(102) Bock, H.-H. Probability Models for Convex Clusters 3(12) Haan, H. Timmer, J. Mathar, R. Kriiger, J. Multidimensional Scaling: Analyzing Multineuronal Spike Patterns 15(5) Hennig, C. Fixed Point Clusters and Their Relation to Stochastic Models 20(8) Hilbert, A. A Metric Approach for Ordinal Regression 28(8) Hofmann, H. Graphical Stability of Data Analysing Software 36(8) Kroonenberg, P. M. Recent Developments in Three-Way Data Analysis: A Showcase of Methods and Examples 44(19) Mathar, R. A Hybrid Global Optimization Algorithm for Multidimensional Scaling 63(9) Paul, H. Ordinal Regression 72(8) Trosset, M. W. Numerical Algorithms for Multidimensional Scaling 80(13) Wegman, E. J. Luo, Q. High Dimensional Clustering Using Parallel coordinates and the Grand Tour 93(12) Section 2: Neural Networks and Pattern Recognition 105(40) Guimaraes, G. Ultsch, A. A Symbolic Representation for Patterns in Time Series Using Definitive Clause Grammars 105(7) Hornik, K. Neural Networks: A Statisticians (Possible) View 112(11) Nakhaeizadeh, G. Taylor, C. C. Kunisch, G. Dynamic Supervised Learning: Some Basic Issues and Application Aspects 123(13) Simon, S. Schwenker, F. Palm, G. A Hierarchical Neural Network Model for Pattern Recognition 136(9) Section 3: Statistical Models and Methods 145(100) Dreesman, J. Markov Random Field Models with Spatially Varying Coefficients 145(8) Krauth, J. Distribution of a Likelihood Ratio Statistic for Spatial Disease Clusters 153(9) Mertens, B. J. A. Hand, D. J. Biased Methods of Discrimination in High Dimensions: A Comparative Assessment 162(9) Pai, J. S. A One-Step Optimization Procedure for the ARFIMA Processes 171(7) Polasek, W. Jin, S. GARCH Models with Outliers 178(9) Polonik, W. Minimum Volume Sets in Statistics: Recent Developments 187(8) Satorra, A. Fusion of Data Sets in Multivariate Linear Regression with Errors-in-Variables 195(13) Streit, F. Discriminant Analysis for Directional Data Exemplified in a Concrete Case 208(7) Tusch, G. Combination of Tests and Sequential Classification 215(8) Vonthein, R. Classes of Influential Observations 223(8) Wittenberg, J. Arminger, G. Bayesian Non-Linear Latent Variable Models 231(14) Section 4: Information Systems: Design and Implementation 245(68) Czap, H. Case Based Software Engineering CBSE - The Example of a Store Control System 245(8) Dellmann, F. Optimization in Probabilistic Logic for Decision Support Systems 253(9) Geyer-Schulz, A. Learning Strategies for Managing New and Innovative Products 262(8) Hunstock, J. Rauh, O. Stickel, E. Interoperable Database Systems 270(10) Kiel, R. Schader, M. Consistent Completion of Incomplete Data Objects 280(9) Krampe, D. Lusti, M. Towards a Case-Based Assistant for the Conceptual Modelling of Information Systems 289(11) Lenski, W. Wette-Roch, E. Foundational Aspects of Knowledge-Based Information Systems in Scientific Domains 300(13) Section 5: Text Analysis and Information Retrieval 313(98) Carranza, C. Lenski, W. A Planning-Based Approach to Intelligent Information Retrieval in Text Databases 313(11) DaXXXler, R. Otto, A. 3D-Navigation in Virtual Information Spaces: From Text-Based Retrieval to Cognitive User Interaction 324(11) Kaiser, A. A Note on Intelligent Information Retrieval Tools in the World Wide Web 335(7) Kelle, U. Computer-Aided Methods for Typification in Qualitative Social Research 342(13) Klein, H. Classification of Text Analysis Software 355(8) Kuckartz, U. Computer Aided Text Analysis and Typology Construction 363(8) Nardi, B. A. ODay, V. Valauskas, E. J. Rotwangs Children: Information Ecology and the Internet 371(10) Popping, R. Roberts, C. W. Network Approaches in Text Analysis 381(9) Richards, T. Richards, L. Qualitative Software and Analysis Structures: Solving Problems or Creating Them? 390(9) Striibing, J. Computer Tools for Grounded Theory: Introducing ATLAS/ti for Windows 95 399(12) Section 6: Applications in Medicine 411(146) Begg, C. B. Venkatraman, E. S. Some Issues in the Comparison of Diagnostic Tests from a Paired Experiment 411(15) Bernauer, J. Schoop, M. Schoop, D. Formal Modeling of Medical Concept Systems Considering Part-Whole Relations 426(8) Brodbeck, A. Iglesias-Rozas, J. R. Zell, A. Classification of Oligodendrogliomas Using Neural Networks 434(7) Gefeller, O. Statistical Methods to Estimate the Impact of Risk Factors on the Disease Load in a Population 441(8) Janson, C. P. Komitowski, D. D. Neural Networks for Classification of Image Data in Quantitative Pathology 449(9) Land, M. Gefeller, O. Variations on the Shapley Solution for Partitioning Risks in Epidemiology 458(9) Lausen, B. Generalized Regression Trees Applied to Longitudinal Nutritional Survey Data 467(8) McCray, A. T. Conceptual Complexity in Biomedical Terminologies: The UMLS Approach 475(15) Pfahlberg, A. Gefeller, O. Cleffmann, U. Kolmel, K. F. Sun Protection of Children: Changing Patterns of Preventive Knowledge and Behaviour 490(9) Romacker, M. Schnattinger, K. Hahn, U. Schulz, S. Klar, R. A Natural Language Understanding System for Knowledge-Based Analysis of Medical Texts 499(10) Sauerbrei, W. On the Development and Validation of Classification Schemes in Survival Data 509(10) Sauerbrei, W. Diepgen, T. L. Use of Crossvalidation to Assess Diagnostic Classification Schemes of Atopic Dermatitis 519(11) Schoop, M. Schoop, D. Differences of Representing a Conventional Classification by the Compositional Concept Representation Languages BERNWARD and GRAIL 530(9) Schumacher, M. The Freiburg Center of Data Analysis and Model Building (FDM): An Interim Report about an Interdisciplinary Coorperation 539(8) Stausberg, J. Laghmouch, M. Moraga, C. Realization of a Medical Data Dictionary in a Relational Database Management System 547(10) Section 7: Applications in Economics and Social Sciences 557(60) Baier, D. Gaul, W. Schader, M. Two-Mode Overlapping Clustering With Applications to Simultaneous Benefit Segmentation and Market Structuring 557(10) Bankhofer, U. Hilbert, A. An Application of Two-Mode Classification to Analyze the Statistical Software Market 567(6) Greenacre, M. Blasius, J. Correspondence Analysis of Square Tables, with an Application to Social Mobility 573(8) Lasch, R. Identifying Benchmarking-Partners Using Two-Mode Classification 581(7) Missler-Behr, M. Supporting the Search for Final Scenarios by the Fuzzy-C-Means Algorithm 588(8) Schwaiger, M. Two-Mode Classification in Advertising Research 596(8) Wiedmann, K.-P. Jung, H.-H. Neural Networks as Instruments for Automotive Market Segmentation 604(13) Section 8: Applications in Archaeology, Biology, Linguistics and Dialectometry 617(60) Laxton, R. R. Seriation in Archaeology: Modelling, Methods and Prior Information 617(14) Reinert, G. Arratia, R. Martin, D. Waterman, M. S. Probabilistic Aspects of Sequence Repeats and Sequencing by Hybridization 631(11) Eulenstein, O. Vingron, M. On the Equivalence of Two Tree Mapping Measures 642(8) Naumann, S. Gieseking, K. Deriving Grammars from Large Corpora 650(8) Filzmoser, P. Investigation of the Language in Germany and Austria Using Statistical Methods 658(3) Schiltz, G. Current Trends in Dialectometry: The Handling of Synonym Feature Realizations 661(8) Wilhelm, A. Sander, M. Interactive Graphical Analysis of Regional Dialects 669(8) Subject Index (including List of Authors) 677
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