Title | Data Analysis and Information Systems [electronic resource] : Statistical and Conceptual Approaches Proceedings of the 19th Annual Conference of the Gesellschaft fรผr Klassifikation e.V. University of Basel, March 8-10, 1995 / edited by Hans-Hermann Bock, Wolfgang Polasek |
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Imprint | Berlin, Heidelberg : Springer Berlin Heidelberg, 1996 |
Connect to | http://dx.doi.org/10.1007/978-3-642-80098-6 |
Descript | XIV, 548 p. 28 illus. online resource |
Section 1: Classification and Clustering -- MDL for Mixtures of Normal Distributions -- A New Algorithm for Two-Mode Clustering -- Computational Methods in Clustering from a Mathematical Programming Viewpoint -- Classification of Time Series with Optimized Time-Frequency Representations -- Cluster Analysis Using Spatial Autocorrelation -- Bounds for p-values of Combinatorial Tests for Clustering in Epidemiology -- Probability Distributions on Indexed Dendrograms and Related Problems of Classifiability -- On the Validation of Classification Trees -- Section 2: Uncertainty and Fuzziness -- Modeling Weak Information with Generalized Basic Probability Assignments -- Validity Measures for Fuzzy Partitions -- Uncertainty and Actor-Oriented Information Retrieval in ยต-AKCESS. An Approach Based on Fuzzy Set Theory -- The โCombination Problemโ for Probability Intervals: Necessary Assumptions -- A Classification System for Uncertainty Theories: How to Select an Appropriate Formalism? -- Section 3: Methods of Data Analysis and Applications -- Analyzing Paired Comparisons Data Using Probabilistic Ideal Point Models and Probabilistic Vector Models -- Consensus Rules for Molecular Sequences: Open Problems -- Latent Dimensions of Managersโ Risk Perception: An Application of Correspondence Analysis -- Analysis of the Behaviour of New Car Buyers -- Statistical Analysis of Spatial Data in Geographic Information Systems -- Analysis of Spatio-Temporal Data Using Interactive Statistical Graphics -- Representation of Finite Ordinal Data in Real Vector Spaces -- Section 4: Statistical Models and Methods -- Statistical Models and Artificial Neural Networks -- Smoothing for Categorical Data: Discrete Kernel Regression and Local Likelihood Approaches -- Computer-based Design of Experiments in Industry -- Testing Simple Hypotheses -- Section 5: Bayesian Learning -- Bayesian Hierarchical Models for Random Routes in Finite Populations -- Metropolis Sampling in Bilinear Time Series Models -- Exact Likelihood Function Forms for an ARFIMA Process -- Learning about Degradation Models and Prognostic Factors -- Bayesian Classification Using Predictive Diagnostic Measures -- Section 6: Conceptual Classification, Knowledge Ordering and Information Systems -- On the Relationship between Description Logics and Conceptual Graphs with some References to the Medical Domain -- The Design of an Interpreter for Dialog-Controlled Rule Systems -- Conceptual Classifications and Nomenclatures in Medicine -- A Method for the Detection of Sources in the Logic Information System LIS -- Two Conceptual Approaches to Acquire Human Expert Knowledge in a Complex Real World Domain -- Terminology and Knowledge Representation in Complex Domains -- Knowledge Spaces and Formal Concept Analysis -- A Deductive Approach for Knowledge Base Refinement in Expert Systems and its Application to Credit Analysis -- Knowledge Representation of Pathological States -- Attribute Exploration with Background Implications and Exceptions -- Integrating an OR Model Base into a Knowledge-Based System for Marketing Data Analysis -- LIS/THESAURUS: A Model for Structuring and Representing Concepts of Mathematical Logic -- Section 7: Linguistics and Dialectometry -- Gender Classification of German Nouns: Symbolic and Sub-Symbolic Approaches -- Automatic Inference of DATR Theories -- Probability Distributions of Polysemantic Expressions -- German Dialectometry -- Subject Index (including List of Authors)