Studies in Classification, Data Analysis, and Knowledge Orga : Scientific Modeling and Practical Application - Wolfgang Gaul

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Studies in Classification, Data Analysis, and Knowledge Orga

Scientific Modeling and Practical Application

By: Wolfgang Gaul (Editor), R.R. Sokal (Foreword by), Otto Opitz (Editor)

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Paperback | 9 August 2000

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548 Pages

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23.5 x 15.24 x 3.18

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"Data Analysis" in the broadest sense is the general term for a field of activities of ever-increasing importance in a time called the information age. It covers new areas with such trendy labels as, e.g., data mining or web mining as well as traditional directions emphazising, e.g., classification or knowledge organization. Leading researchers in data analysis have contributed to this volume and delivered papers on aspects ranging from scientific modeling to practical application. They have devoted their latest contributions to a book edited to honor a colleague and friend, Hans-Hermann Bock, who has been active in this field for nearly thirty years.

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Clustering Relational Data	p. 3
An Iterative Relocation Algorithm for Classifying Symbolic Data	p. 17
Automatic Classification with Classifying Automata	p. 25
Classification and Clustering of Objects With Variants	p. 41
Non-Hierarchical Classification Structures	p. 51
Clustering and Classification Based on Expert Knowledge Propagation Using a Probabilistic Self-Organizing Map	p. 67
Unobserved Heterogeneity in Mean- and Covariance Structure Models	p. 81
Average Consensus in Numerical Taxonomy and Some Generalizations	p. 95
Exploring Multivariate Modality by Unsupervised Mixture of Cubic B-Splines in 1-D Using Model Selection Criteria	p. 105
On a Framework for Dissimilarity Analysis	p. 121
Least-Squares Ultrametric Tree Representations of Three-Way One-Mode Proximity Data	p. 135
From Data Mining to Knowledge Mining: An Introduction to Symbolic Data Analysis	p. 145
Evidence for a Relationship Between Algorithmic Scheme and Shape of Inferred Trees	p. 157
Testing for Antimodes	p. 169
A Classification of Bivariate Negative Binomial Distributions	p. 183
Robust Forecasting of Parametric Trend of Time Series under "Outliers"	p. 197
Projections Distringuishing Isolated Groups in Multivariate Data Spaces	p. 207
Non-Symmetrical Data Analysis Approaches: Recent Developments and Perspectives	p. 219
Contiguity Analysis and Classification	p. 233
New Results in Cutting Seriation for Approximate #SAT	p. 245
Applied Bayesian Data Analysis Using State-Space Models	p. 259
Intelligent Data Modeling Based on the Wavelet Transform and Data Entropy	p. 273
A Characterization of Ordinal Data	p. 285
Generalized Impulse Response Functions for VAR-GARCH-M Models	p. 299
A New Geometrical Hypothesis for Partitioning and Discriminant Analysis	p. 313
Ultrametrics and p-adic Numbers	p. 325
An Algorithm for Positive-Breakdown Regression Based on Concentration Steps	p. 335
Unidimensional Structure Detected by Analysis of an Asymmetric Data Matrix	p. 347
A Geometrical Relational Model for Data Analysis	p. 359
Towards a Statistical Theory of Optimal Quantization	p. 369
Robust Clustering	p. 385
Bump Hunting for Risk: A New Data Mining Tool	p. 395
Clusters of Bibliographic References: A Brief Case Study	p. 405
Online Classification of States in Intensive Care	p. 413
Frequent Generalized Subsequences - A Problem From Web Mining	p. 429
myVU: A Next Generation Recommender System Based on Observed Consumer Behavior and Interactive Evolutionary Algorithms	p. 447
Global Optimization Methods for Multidimensional Scaling Applied to Mobile Communication	p. 459
Synergy in Drug Combinations	p. 471
Maximum Likelihood Clustering for Elasticity-Based Market Segmentation	p. 477
Statistics and Data Analysis in Market Risk Measurement	p. 487
An Asymmetric Cluster Analysis Study of Car Switching Data	p. 495
Visualization of Multivariate Data by Scaling and Property Fitting	p. 505
Facts and Problems in the Lung Cancer Medical Cost Analysis Through Claims Data	p. 515
Index	p. 521
Selected Publications of Hans-Hermann Bock	p. 525
Table of Contents provided by Blackwell. All Rights Reserved.

Studies in Classification, Data Analysis, and Knowledge Orga

Scientific Modeling and Practical Application

At a Glance

Paperback

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