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Tables of Contents for Data Analysis
Chapter/Section Title
Page #
Page Count
Part I. Classification
Clustering Relational Data
3
14
Vladimir Batagelj
Anuska Ferligoj
An Iterative Relocation Algorithm for Classifying Symbolic Data
17
8
Allan D. Gordon
Automatic Classification with Classifying Automata
25
16
Rainer Kiel
Martin Schader
Classification and Clustering of Objects With Variants
41
10
Gunter Ritter
Non-Hierarchical Classification Structures
51
16
Donatella Vicari
Maurizio Vichi
Clustering and Classification Based on Expert Knowledge Propagation Using a Probabilistic Self-Organizing Map
67
14
Meziane Yacoub
Dominique Frayssinet
Fouad Badran
Sylvie Thiria
Part II. Data Analysis
Unobserved Heterogeneity in Mean-and Covariance Structure Models
81
14
Gerhard Arminger
Jorg Wittenberg
Average Consensus in Numerical Taxonomy and Some Generalizations
95
10
Jean-Pierre Barthelemy
Francois Brucker
Exploring Multivariate Modality by Unsupervised Mixture of Cubic B-Splines in 1-D Using Model Selection Criteria
105
16
Hamparsum Bozdogan
On a Framework for Dissimilarity Analysis
121
14
Frank Critchley
Least-Squares Ultrametric Tree Representations of Three-Way One-Mode Proximity Data
135
10
Geert De Soete
John T. Daws
From Data Mining to Knowledge Mining: An Introduction to Symbolic Data Analysis
145
12
Edwin Diday
Yves Lechevallier
Evidence for a Relationship Between Algorithmic Scheme and Shape of Inferred Trees
157
12
Olivier Gascuel
Testing for Antimodes
169
14
John A. Hartigan
A Classification of Bivariate Negative Binomial Distributions
183
14
Peter Ihm
Robust Forecasting of Parametric Trend of Time Series under ``Outliers''
197
10
Yuri Kharin
Projections Distinguishing Isolated Groups in Multivariate Data Spaces
207
12
Henk A.L. Kiers
Wojtek J. Krzanowski
Non-Symmetrical Data Analysis Approaches: Recent Developments and Perspectives
219
14
Carlo Lauro
Vincenzo Esposito
Contiguity Analysis and Classification
233
12
Ludovic Lebart
New Results in Cutting Seriation for Approximate #SAT
245
14
Israel Cesar Lerman
Valerie Rouat
Applied Bayesian Data Analysis Using State-Space Models
259
14
Renate Meyer
Intelligent Data Modeling Based on the Wavelet Transform and Data Entropy
273
12
Fionn Murtagh
Jean-Luc Starck
Norman McMillan
Jonathan G. Campbell
A Characterization of Ordinal Data
285
14
Shizuhiko Nishisato
Generalized Impulse Response Functions for VAR-GARCH-M Models
299
14
Wolfgang Polasek
Ren Lei
A New Geometrical Hypothesis for Partitioning and Discriminant Analysis
313
12
Jean-Paul Rasson
Didier Jacquemin
Vincent Bertholet
Ultrametrics and p-adic Numbers
325
10
Alfredo Rizzi
An Algorithm for Positive-Breakdown Regression Based on Concentration Steps
335
12
Peter J. Rousseeuw
Katrien Van Driessen
Unidimensional Structure Detected by Analysis of an Asymmetric Data Matrix
347
12
Takayuki Saito
A Geometrical Relational Model for Data Analysis
359
10
Yves Schektman
Rafik Abdesselam
Towards a Statistical Theory of Optimal Quantization
369
16
Helmut Strasser
Robust Clustering
385
10
Michael P. Windham
Part III. Applications
Bump Hunting for Risk: A New Data Mining Tool
395
10
Ursula Becker
Ludwig Fahrmeir
Clusters of Bibliographic References: A Brief Case Study
405
8
Lucinda L. Bryant
Peter G. Bryant
Online Classification of States in Intensive Care
413
16
Ursula Gather
Roland Fried
Michael Imhoff
Frequent Generalized Subsequences - A Problem From Web Mining
429
18
Wolfgang Gaul
Lars Schmidt-Thieme
myVU: A Next Generation Recommender system Based on Observed Consumer Behavior and Interactive Evolutionary Algorithms
447
12
Andreas Geyer-Schulz
Michael Hahsler
Maximillian John
Global Optimization Methods for Multidimensional Scaling Applied to Mobile Communication
459
12
Patrick J. F. Groenen
Rudolf Mathar
Javier Trejos
Synergy in Drug Combinations
471
6
David J. Hand
Maximum Likelihood Clustering for Elasticity-Based Market Segmentation
477
10
Harald Hruschka
Markus Probst
Werner Fettes
Statistics and Data Analysis in Market Risk Measurement
487
8
Krzysztof Jajuga
An Asymmetric Cluster Analysis Study of Car Switching Data
495
10
Akinori Okada
Visualization of Multivariate Data by Scaling and Property Fitting
505
10
Otto Opitz
Andreas Hilbert
Facts and Problems in the Lung Cancer Medical Cost Analysis Through Claims Data
515
6
Keiji Yajima
Index
521
4
Selected Publications of Hans-Hermann Bock
525