Information Systems and Data Analysis: Prospects — Foundations — Applications

Front Matter....Pages I-XVI
Front Matter....Pages 1-1
Neural Networks: Architectures, Learning and Performance....Pages 150-164
Reasoning with Uncertainty in Diagnostic Systems....Pages 165-174
Der klassische und der moderne Begriff des Begriffs....Pages 175-190
Ideas of Algebraic Concept Analysis....Pages 191-203
Conceptual Structures in Mathematical Logic and Their Formal Representation....Pages 204-214
Induction and Case-Based Reasoning for Classification Tasks....Pages 3-16
Symbolic Learning and Nearest-Neighbor Classification....Pages 17-27
Nonstandard Concepts of Similarity in Case-Based Reasoning....Pages 28-43
Learning from Cases for Classification Problem Solving....Pages 44-55
Methods of Phoneticizing in Regard to Spelling Variants of Medical Phrases....Pages 56-62
Disambiguating Lexical Meaning: Conceptual meta-modelling as a means of controlling semantic language analysis....Pages 63-73
Information Retrieval Using Conceptual Representations of Phrases....Pages 74-85
Communication in Distributed Heterogenous Systems....Pages 86-95
Prerequisites and Development Perspectives for Information Processing in the Social Sciences....Pages 96-110
Aspects of Coupling Logic Programming and Databases....Pages 111-125
Processing Scientific Networks in Bibliographic Databases....Pages 126-132
Object-Oriented Systems Analysis Applied to the Method Component of a Knowledge-Based System for Data Analysis....Pages 133-139
Classification Based Query Evaluation in Knowledge Base Systems....Pages 140-149
Front Matter....Pages 215-215
Three-Mode Hierarchical Cluster Analysis of Three-Way Three-Mode Data....Pages 217-225
The Testing of Data Structures with Graph-Theoretical Models....Pages 226-241
Front Matter....Pages 215-215
Geometric Approach to Evaluating Probabilities of Correct Classification into two Gaussian or Spherical Categories....Pages 242-250
Jackknife Estimates of Similarity Coefficients Obtained from Quadrat Sampling of Species....Pages 251-256
Clustering Techniques in the Computing Environment XploRe....Pages 257-266
On the Application of Discriminant Analysis in Medical Diagnostics....Pages 267-279
Similarity Searching in Databases of Three-Dimensional Chemical Structures....Pages 280-293
Feature Generation and Classification of Time Series....Pages 294-297
TRIPAT: a Model for Analyzing Three-Mode Binary Data....Pages 298-307
Block-relaxation Algorithms in Statistics....Pages 308-324
Multidimensional Scaling with ℓ p -Distances, a Unifying Approach....Pages 325-331
Universal Optimality of Rank Constrained Matrix Approximation....Pages 332-339
The Analysis of Spatial Data from Marine Ecosystems....Pages 340-349
Automatic Decomposition of Lattice Data including Missing Values and Boundaries....Pages 350-358
Front Matter....Pages 359-359
Classification and Data Analysis in Genome Projects: Some Aspects of Mapping, Alignment and Tree Reconstruction....Pages 361-367
Multiple Alignment of Protein Sequences and Construction of Evolutionary Trees based on Amino Acid Properties — an Algebraic Approach....Pages 368-375
How to Deal with Third Codon Positions in Phylogenetic Analysis....Pages 376-383
Machine Learning for Protein Structure Prediction....Pages 384-390
A Parallel-Processor Implementation of an Algorithm to Delineate Distantly Related Protein Sequences using Conserved Motifs and Neural Networks....Pages 391-402
Front Matter....Pages 403-403
Knowledge-Based Selection and Application of Quantitative Models of Consumer Behavior....Pages 405-414
Goodwill towards Domestic Products as Segmentation Criterion: An Empirical Study within the Scope of Research on Country-of-Origin Effects....Pages 415-424
Merovingian Glass Beads: An Essay of Classification....Pages 425-435
Front Matter....Pages 403-403
Statistical Measures to Quantify the Benefit from Screening: a Case Study on Cholesterol Screening....Pages 436-444
Evaluation of Screening in Case-Control Studies: an Alternative to Randomized Controlled Trials?....Pages 445-452
Back Matter....Pages 453-463