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Analyzing and Modeling Data and Knowledge : Studies in Classification, Data Analysis, and Knowledge Orga - Martin Schader

Analyzing and Modeling Data and Knowledge

Studies in Classification, Data Analysis, and Knowledge Orga

By: Martin Schader (Editor)

Paperback ISBN: 9783540547082
Number Of Pages: 346

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This volume encapsulates the papers presented at a conference on the classification of data held in 1991. The material is organized in three parts - data analysis and classification, data modelling and knowledge processing and applications and special subjects. New results on developing mathematical and statistical methods allowing quantitative analysis of data are reported. Tools for representing, modelling, storing and processing data and knowledge are discussed. At the same time, applications in the fields of astrophysics, archaeology, biology, linguistics and medicine are presented.

1 Data Analysis, Classification.- Parameter Extrapolation in Marketing Research.- Application of Pattern Recognition and Fuzzy Sets to the Interpretation of Chromatograms.- A Clustering Technique for Maximizing o-Divergence, Noncentrality and Discriminating Power.- Structural Analysis in Input-Output Tables.- The Precision of Bayesian Single Case Classification.- Bounds for the Tail Probabilities of the Linear Ratchet Scan Statistic.- Multidimensional Scaling as a Framework for Correspondence Analysis and its Extensions.- Conception of a Package for Typology Making and Analyzing.- Exploratory-Graphical Methods for Time Series Analysis.- Clustering in Metric Spaces: Some Existence and Continuity Results for k-Centers.- Classification and Clustering in Spatial and Image Data.- The MVL (Missing Values Linkage) Approach for Hierarchical Classification when Data are Incomplete.- Formal Concept Analysis of Data With Tolerances.- Towards a Structure Theory of Ordinal Data.- The Jukes-Cantor Transformation and Additivity of Estimated Genetic Distances.- 2 Data Modeling, Knowledge Processing.- Decision Support for Retrieval From Fact Databases.- Implementation of a Parallel Deductive Database.- The WINHEDA Prototype: Knowledge-Based Access to Distributed Heterogeneous Knowledge Sources.- Knowledge Representation in a System for Marketing Research.- Data Management in a Knowledge-Based System for Marketing Research.- Challenges for Information Systems: Representation, Modeling, and Metaknowledge.- Enterprise Modeling: Basis for Information Systems Design.- Massive Parallel Database Applications in Multiprocessor Systems.- Improving Access to Legal Information in Document Databases Exploiting Techniques of Knowledge-Based Systems.- 3 Applications, Special Subjects.- Non-Spatial Analysis of "Genetic Kinship" in Skeletal Remains.- Some Common Problems in the Use of Classification Procedures in Social Science.- Visualization in the Analysis Cycle of Observational Data.- Stylistic Analyses in Archaeology by Means of Correspondence Analysis.- Description and Classification of Respiratory Patterns with Multivariate Explorative Statistics.- Structure and Phylogenetic Information of Large Subunit Ribosomal RNA.- Hypermedia-Encyclopedias.- The Multilayer Perceptron for Discriminant Analysis: Two Examples.- RELATAN - Computer-aided Analysis of Texts based on the Method RELATEX.- Phylogenetic Studies by Comparative Sequence Analysis of Evolutionary Conserved Macromolecules.- Physical and Linguistic Facts.

ISBN: 9783540547082
ISBN-10: 3540547088
Series: Studies in Classification, Data Analysis, and Knowledge Orga
Audience: General
Format: Paperback
Language: English
Number Of Pages: 346
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 24.41 x 16.99  x 1.91
Weight (kg): 0.58