Information Systems and Data Analysis

Inhaltsverzeichnis

• I: Information Processing, Classification-Based Approaches, Linguistic and Conceptual Analysis.
• Learning and Case-Based Reasoning.
• Induction and Case-Based Reasoning for Classification Tasks.
• Symbolic Learning and Nearest-Neighbor Classification.
• Nonstandard Concepts of Similarity in Case-Based Reasoning.
• Learning from Cases for Classification Problem Solving.
• Approaches Based on Linguistic Analysis.
• Methods of Phoneticizing in Regard to Spelling Variants of Medical Phrases.
• Disambiguating Lexical Meaning: Conceptual meta-modelling as a means of controlling semantic language analysis.
• Information Retrieval Using Conceptual Representations of Phrases.
• Information Processing and Design of Information Systems.
• Communication in Distributed Heterogenous Systems.
• Prerequisites and Development Perspectives for Information Processing in the Social Sciences.
• Aspects of Coupling Logic Programming and Databases.
• Processing Scientific Networks in Bibliographic Databases.
• Object-Oriented Systems Analysis Applied to the Method Component of a Knowledge-Based System for Data Analysis.
• Classification Based Query Evaluation in Knowledge Base Systems.
• Uncertainity and Neural Networks.
• Neural Networks: Architectures, Learning and Performance.
• Reasoning with Uncertainty in Diagnostic Systems.
• Conceptual Approaches.
• Der klassische und der moderne Begriff des Begriffs. Gedanken zur Geschichte der Begriffsbildung in den exakten Wissenschaften.
• Ideas of Algebraic Concept Analysis.
• Conceptual Structures in Mathematical Logic and Their Formal Representation.
• II: Mathematical and Statistical Methods for Classification and Data Analysis.
• Clustering and Discrimination.
• Three-Mode Hierarchical Cluster Analysis of Three-Way Three-Mode Data.
• The Testing of Data Structures with Graph-Theoretical Models.
• Geometric Approach to Evaluating Probabilities of Correct Classification into two Gaussian or Spherical Categories.
• Jackknife Estimates of Similarity Coefficients Obtained from Quadrat Sampling of Species.
• Clustering Techniques in the Computing Environment XploRe.
• On the Application of Discriminant Analysis in Medical Diagnostics.
• Similarity Searching in Databases of Three-Dimensional Chemical Structures.
• Feature Generation and Classification of Time Series.
• Data Analysis Methods.
• TRIPAT: a Model for Analyzing Three-Mode Binary Data.
• Block-relaxation Algorithms in Statistics.
• Multidimensional Scaling with lp-Distances, a Unifying Approach.
• Universal Optimality of Rank Constrained Matrix Approximation.
• The Analysis of Spatial Data from Marine Ecosystems.
• Automatic Decomposition of Lattice Data including Missing Values and Boundaries.
• III: Genome and Molecular Sequence Analysis.
• Classification and Data Analysis in Genome Projects: Some Aspects of Mapping, Alignment and Tree Reconstruction.
• Multiple Alignment of Protein Sequences and Construction of Evolutionary Trees based on Amino Acid Properties — an Algebraic Approach.
• How to Deal With Third Codon Positions in Phylogenetic Analysis.
• Machine Learning for Protein Structure Prediction.
• A Parallel-Processor Implementation of an Algorithm to Delineate Distantly Related Protein Sequences using Conserved Motifs and Neural Networks.
• IV: Applied Data Analysis in Special Fields.
• Economy and Marketing.
• Knowledge-Based Selection and Application of Quantitative Models of Consumer Behavior.
• Goodwill towards Domestic Products as Segmentation Criterion: An Empirical Study within the Scope of Research on Country-of-Origin Effects.
• Archeology.
• Merovingian Glass Beads: An Essay ofClassification.
• Screening in Medicine.
• Statistical Measures to Quantify the Benefit from Screening: a Case Study on Cholesterol Screening.
• Evaluation of Screening in Case-Control Studies: an Alternative to Randomized Controlled Trials?.
• List of Authors.