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Data Analysis Scientific Modeling and Practical Application

Aus der Reihe Studies in Classification, Data Analysis, and Knowledge Organization
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92,99 € UVP 106,99 €

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

09.08.2000

Abbildungen

XII, 528 p. 17 illus.

Herausgeber

Wolfgang A. Gaul + weitere

Verlag

Springer Berlin

Seitenzahl

528

Maße (L/B/H)

23,5/15,5/3 cm

Gewicht

814 g

Auflage

2000

Sprache

Englisch

ISBN

978-3-540-67731-4

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

09.08.2000

Abbildungen

XII, 528 p. 17 illus.

Herausgeber

Verlag

Springer Berlin

Seitenzahl

528

Maße (L/B/H)

23,5/15,5/3 cm

Gewicht

814 g

Auflage

2000

Sprache

Englisch

ISBN

978-3-540-67731-4

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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  • Produktbild: Data Analysis
  • Produktbild: Data Analysis
  • I. Classification.- Clustering Relational Data.- An Iterative Relocation Algorithm for Classifying Symbolic Data.- Automatic Classification with Classifying Automata.- Classification and Clustering of Objects With Variants.- Non-Hierarchical Classification Structures.- Clustering and Classification Based on Expert Knowledge Propagation Using a Probabilistic Self-Organizing Map.- II. Data Analysis.- Unobserved Heterogeneity in Mean- and Covariance Structure Models.- Average Consensus in Numerical Taxonomy and Some Generalizations.- Exploring Multivariate Modality by Unsupervised Mixture of Cubic B-Splines in 1-D Using Model Selection Criteria.- On a Framework for Dissimilarity Analysis.- Least-Squares Ultrametric Tree Representations of Three-Way One-Mode Proximity Data.- From Data Mining to Knowledge Mining: An Introduction to Symbolic Data Analysis.- Evidence for a Relationship Between Algorithmic Scheme and Shape of Inferred Trees.- Testing for Antimodes.- A Classification of Bivariate Negative Binomial Distributions.- Robust Forecasting of Parametric Trend of Time Series under “Outliers”.- Projections Distinguishing Isolated Groups in Multivariate Data Spaces.- Non-Symmetrical Data Analysis Approaches: Recent Developments and Perspectives.- Contiguity Analysis and Classification.- New Results in Cutting Seriation for Approximate #SAT.- Applied Bayesian Data Analysis Using State-Space Models.- Intelligent Data Modeling Based on the Wavelet Transform and Data Entropy.- A Characterization of Ordinal Data.- Generalized Impulse Response Functions for VAR-GARCH-M Models.- A New Geometrical Hypothesis for Partitioning and Discriminant Analysis.- Ultrametrics and p-adic Numbers.- An Algorithm for Positive-Breakdown Regression Based on Concentration Steps.- UnidimensionalStructure Detected by Analysis of an Asymmetric Data Matrix.- A Geometrical Relational Model for Data Analysis.- Towards a Statistical Theory of Optimal Quantization.- Robust Clustering.- III. Applications.- Bump Hunting for Risk: A New Data Mining Tool.- Clusters of Bibliographic References: A Brief Case Study.- Online Classification of States in Intensive Care.- Frequent Generalized Subsequences — A Problem From Web Mining.- myVU: A Next Generation Recommender System Based on Observed Consumer Behavior and Interactive Evolutionary Algorithms.- Global Optimization Methods for Multidimensional Scaling Applied to Mobile Communication.- Synergy in Drug Combinations.- Maximum Likelihood Clustering for Elasticity-Based Market Segmentation.- Statistics and Data Analysis in Market Risk Measurement.- An Asymmetric Cluster Analysis Study of Car Switching Data.- Visualization of Multivariate Data by Scaling and Property Fitting.- Facts and Problems in the Lung Cancer Medical Cost Analysis Through Claims Data.- Selected Publications of Hans-Hermann Bock.