Title | Information and Classification [electronic resource] : Concepts, Methods and Applications Proceedings of the 16th Annual Conference of the "Gesellschaft fรผr Klassifikation e.V." University of Dortmund, April 1-3, 1992 / edited by Otto Opitz, Berthold Lausen, Rรผdiger Klar |
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Imprint | Berlin, Heidelberg : Springer Berlin Heidelberg, 1993 |
Connect to | http://dx.doi.org/10.1007/978-3-642-50974-2 |
Descript | XI, 517 p. online resource |
I: Data Analysis and Classification -- Classification Methods -- Hierarchical Clustering of Sampled Functions -- Spatial Clustering of Species Based on Quadrat Sampling -- A kn-Nearest Neighbour Algorithm for Unimodal Clusters -- Asymptotic Robustness in Cluster-Analysis for the Case of Tukey-Huber Distortions -- Choosing the Number of Component Clusters in the Mixture-Model Using a New Informational Complexity Criterion of the Inverse-Fisher Information Matrix -- Fuzzy Classification -- Fuzzy Sets and Fuzzy Partitions -- Fuzzy Clustering by Minimizing the Total Hypervolume -- Conceptual Analysis -- Conceptual Data Systems -- Conceptual Clustering via Convex-Ordinal Structures -- Diagrams of Similarity Lattices -- Approximate Galois Lattices of Formal Concepts -- Representation of Data by Pseudoline Arrangements -- Mathematical Characterizations -- A Relational Approach to Split Decomposition -- Some New Useful Representations of Dissimilarities in Mathematical Classification -- Multidimensional Scaling -- A Comparison of Two Methods for Global Optimization in Multidimensional Scaling -- Directional Analysis of Three-Way Skew-Symmetric Matrices -- Clustering in Low-Dimensional Space -- The Construction of Neighbour-Regions in Two Dimensions for Prediction with Multi-Level Categorical Variables -- Different Geometric Approaches to Correspondence Analysis of Multivariate Data -- Nonlinear Biplots for Nonlinear Mappings -- Various Methods for Data Analysis -- Gradient Filtering Projections for Recovering Structures in Multivariate Data -- Classification with Set-Valued Decision Functions -- Canonical Discriminant Analysis: Comparison of Resampling Methods and Convex-Hull Approximation -- Nonparametric Prediction of Time Series on the Basis of Typical Course Patterns -- Moving Point Patterns: The Poisson Case -- II: Information Retrieval, Knowledge Processing and Software -- Information Retrieval -- Representations, Models and Abstractions in Probabilistic Information Retrieval -- Fuzzy Graphs as a Basic Tool for Agglomerative Clustering and Information Retrieval -- The Various Roles of Information Structures -- Neural Networks -- Classification Properties of Communicating Neural Networks -- Knowledge Extraction from Self-Organizing Neural Networks -- Self-Organizing Neural Networks for Visualisation and Classification -- Expert Systems and Knowledge Processing -- HyDi: Integration of Hypermedia and Expert System Technology for Technical Diagnosis -- Classification and Learning of Similarity Measures -- Context Sensitive Knowledge Processing -- An Efficient Application of a Rule-Based System -- Computational Linguistics -- Acquisition of Syntactical Knowledge from Text -- Generating Topic-Based Links in a Hypertext-System for News -- Software -- Interactively Displaying Ultrametric and Additive Trees -- Anaglyphen 3D โ A Program for the Interactive Representation of Three-Dimensional Perspective Plots of Statistical Data -- III: Applications and Special Topics -- Sequence Data and Tree Reconstruction -- Discovering Consensus Molecular Sequences -- Alignment and Hierarchical Clustering Method for Strings -- More Reliable Phylogenies by Properly Weighted Nucleotide Substitutions -- Caminalcules and Didaktozoa: Imaginary Organisms as Test-Examples for Systematics -- Data Analysis and Informatics in Medicine -- Multivariate Analysis of the Process of Acclimation of Physiologic Variables -- Classification of EEG Signals into General Stages of Anesthesia in Real-Time Using Autoregressive Models -- Automatic Segmentation and Classification of Multiparametric Image Data in Medicine -- Pseudoroots as Descriptors for a Thesaurus Based on Weidtmanโs Diagnosis Table of Pediatrics -- Special Topics - Thesauri, Archaeology, Musical Science and Psychometrics -- An Approach to a Space Related Thesaurus -- Classification of Archaeological Sands by Particle Size Analysis -- The Analysis of Stratigraphic Data with Particular Reference to Zonation Problems -- Classification Criterion and the Universals in the Organization of a Musical Text -- A Two-Mode Clustering Study of Situations and Their Features