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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.

"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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CONTENTS
Foreword
Part Ⅰ. Classification
  Clustering Relational Data / Vladimir Batagelj ; Anu s ∨ ka Ferligoj = 3
  An Iterative Relocation Algorithm for Classifying Symbolic Data / Allan D. Gordon = 17
  Automatic Classification with Classifying Automata / Rainer Kiel ; Martin Schader = 25
  Classification and Clustering of Objects With Variants / Gunter Ritter = 41
  Non-Hierarchical Classification Structures / Donatella Vicari ; Maurizio Vichi = 51
  Clustering and Classification Based on Expert Knowledge Propagation Using a Probabilistic Self-Organizing Map / M e' ziane Yacoub ; Dominique Frayssinet ; Fouad Badran ; Sylvie Thiria = 67
Part Ⅱ. Data Analysis
  Unobserved Heterogeneity in Mean- and Covariance Structure Models / Gerhard Arminger, J o ·· rg Wittenberg = 81
  Average Consensus in Numerical Taxonomy and Some Generalizations / Jean-Pierre Barth e' lemy ; Franccois Brucker = 95
  Exploring Multivariate Modality by Unsupervised Mixture of Cubic B-Splines in 1-D Using Model Selection Criteria / Hamparsum Bozdogan = 105
  On a Framework for Dissimilarity Analysis / Frank Critchley = 121
  Least-Squares Ultrametric Tree Representations of Three-Way One-Mode Proximity Data / Geert De Soete ; John T. Daws = 135
  From Data Mining to Knowledge Mining : An Introduction to Symbolic Data Analysis / Edwin Diday ; Yves Lechevallier = 145
  Evidence for a Relationship Between Algorithmic Scheme and Shape of Inferred Trees / Olivier Gascuel = 157
  Testing for Antimodes / John A. Hartigan = 169
  A Classification of Bivariate Negative Binomial Distributions / Peter Ihm = 183
  Robust Forecasting of Parametric Trend of Time Series under "Outliers" / Yurij Kharin = 197
  Projections Distinguishing Isolated Groups in Multivariate Data Spaces / Henk A. L. Kiers ; Wojtek J. Krzanowski = 207
  Non-Symmetrical Data Analysis Approaches : Recent Developments and Perspectives / Carlo Lauro ; Vincenzo Esposito = 219
  Contiguity Analysis and Classification / Ludovic Lebart = 233
  New Results in Cutting Seriation for Approximate #SAT / Isra e ·· l C e' sar Lerman ; Val e' rie Rouat = 245
  Applied Bayesian Data Analysis Using State-Space Models / Renate Meyer = 259
  Intelligent Data Modeling Based on the Wavelet Transform and Data Entropy / Fionn Murtagh ; Jean-Luc Starck ; Norman McMillan ; Jonathan G. Campbell = 273
  A Characterization of Ordinal Data / Shizuhiko Nishisato = 285
  Generalized Impulse Response Functions for VAR-GARCH-M Models / Wolfgang Polasek ; Ren Lei = 299
  A New Geometrical Hypothesis for Partitioning and Discriminant Analysis / Jean-Paul Rasson ; Didier Jacquemin ; Vincent Bertholet = 313
  Ultrametrics and p-adic Numbers / Alfredo Rizzi = 325
  An Algorithm for Positive-Breakdown Regression Based on Concentration Steps / Peter J. Rousseeuw ; Katrien Van Driessen = 335
  Unidimensional Structure Detected by Analysis of an Asymmetric Data Matrix / Takayuki Saito = 347
  A Geometrical Relational Model for Data Analysis / Yves Schektaman ; Rafik Abdesselam = 359
  Towards a Statistical Theory of Optimal Quantization / Helmut Strasser = 369
  Robust Clustering / Michael P. Windham = 385
Part Ⅲ. Applications
  Bump Hunting for Risk : A New Data Mining Tool / Ursula Becker ; Ludwig Fahrmeir = 395
  Clusters of Bibliographic References : A Brief Case Study / Lucinda L. Bryant ; Peter G. Bryant = 405
  Online Classification of States in Intensive Care / Ursula Gather ; Roland Fried ; Michael Imhoff = 413
  Frequent Generalized Subsequences - A Problem From Web Mining / Wolfgang Gaul ; Lars Schmidt-Thieme = 429
  myVU : A Next Generation Recommender System Based on Observed Consumer Behavior and Interactive Evolutionary Algorithms / Andreas Geyer-Schulz ; Michael Hahsler ; Maximillian Jahn = 447
  Global Optimization Methods for Multidimensional Scaling Applied to Mobile Communication / Patrick J. F. Croenen ; Rudolf Mathar ; Javier Trejos = 459
  Synergy in Drug Combinations / David J. Hand = 471
  Maximum Likelihood Clustering for Elasticity-Based Market Segmentation / Harald Hruschka ; Markus Probst ; Werner Fettes = 477
  Statistics and Data Analysis in Market Risk Measurement / Krzysztof Jajuga = 487
  An Asymmetric Cluster Analysis Study of Car Switching Data / Akinori Okada = 495
  Visualization of Multivariate Data by Scaling and Property Fitting / Otto Opitz ; Andreas Hilbert = 505
  Facts and Problems in the Lung Cancer Medical Cost Analysis Through Claims Data / Keiji Yajima = 515
Index = 521
Selected Publications of Hans-Hermann Bock = 525