I-XVI
Front matter
I / Classification
3-10
Distance-Based Kernels for Real-Valued Data
Lluís Belanche, Jean Luis Vázquez and Miguel Vázquez
11-18
Fast Support Vector Machine Classification of Very Large Datasets
Janis Fehr, Karina Zapién Arreola and Hans Burkhardt
19-27
Fusion of Multiple Statistical Classifiers
Eugeniusz Gatnar
29-36
Calibrating Margin-Based Classifier Scores into Polychotomous Probabilities
Martin Gebel and Claus Weihs
37-44
Classification with Invariant Distance Substitution Kernels
Bernard Haasdonk and Hans Burkhardt
45-54
Applying the Kohonen Self-Organizing Map Networks to Select Variables
Kamila Migdał Najman and Krzysztof Najman
55-60
Computer Assisted Classification of Brain Tumors
Norbert Röhrl, José R. Iglesias-Rozas and Galia Weidl
61-68
Model Selection in Mixture Regression Analysis–A Monte Carlo Simulation Study
Marko Sarstedt and Manfred Schwaiger
69-76
Comparison of Local Classification Methods
Julia Schiffner and Claus Weihs
77-83
Incorporating Domain Specific Information into Gaia Source Classification
Kester W. Smith, Carola Tiede and Coryn A. L. Bailer-Jones
85-92
Identification of Noisy Variables for Nonmetric and Symbolic Data in Cluster Analysis
Marek Walesiak and Andrzej Dudek
II / Clustering
95-102
Families of Dendrograms
Patrick Erik Bradley
103-110
Mixture Models in Forward Search Methods for Outlier Detection
Daniela G. Calò
111-118
On Multiple Imputation Through Finite Gaussian Mixture Models
Marco Di Zio and Ugo Guarnera
119-126
Mixture Model Based Group Inference in Fused Genotype and Phenotype Data
Benjamin Georgi, M. Anne Spence, Pamela Flodman and Alexander Schliep
127-138
The Noise Component in Model-based Cluster Analysis
Christian Hennig and Pietro Coretto
139-146
An Artificial Life Approach for Semi-supervised Learning
Lutz Herrmann and Alfred Ultsch
147-154
Hard and Soft Euclidean Consensus Partitions
Kurt Hornik and Walter Böhm
155-162
Rationale Models for Conceptual Modeling
Sina Lehrmann and Werner Esswein
163-170
Measures of Dispersion and Cluster-Trees for Categorical Data
Ulrich Müller-Funk
171-179
Information Integration of Partially Labeled Data
Steffen Rendle and Lars Schmidt-Thieme
III / Multidimensional Data Analysis
183-191
Data Mining of an On-line Survey – A Market Research Application
Karmele Fernández-Aguirre, María I. Landaluce, Ana Martín and Juan I. Modroño
193-200
Nonlinear Constrained Principal Component Analysis in the Quality Control Framework
Michele Gallo and Luigi D’Ambra
201-208
Non Parametric Control Chart by Multivariate Additive Partial Least Squares via Spline
Rosaria Lombardo, Amalia Vanacore and Jean-FrancÇois Durand
209-217
Simple Non Symmetrical Correspondence Analysis
Antonello D’Ambra, Pietro Amenta and Valentin Rousson
219-226
Factorial Analysis of a Set of Contingency Tables
Amaya Zárraga and Beatriz Goitisolo
IV / Analysis of Complex Data
229-236
Graph Mining: Repository vs. Canonical Form
Christian Borgelt and Mathias Fiedler
237-244
Classification and Retrieval of Ancient Watermarks
Gerd Brunner and Hans Burkhardt
245-252
Segmentation and Classification of Hyper-Spectral Skin Data
Hannes Kazianka, Raimund Leitner and Jürgen Pilz
253-260
FSMTree: An Efficient Algorithm for Mining Frequent Temporal Patterns
Steffen Kempe, Jochen Hipp and Rudolf Kruse
261-268
A Matlab Toolbox for Music Information Retrieval
Olivier Lartillot, Petri Toiviainen and Tuomas Eerola
269-276
A Probabilistic Relational Model for Characterizing Situations in Dynamic Multi-Agent Systems
Daniel Meyer-Delius, Christian Plagemann, Georg von Wichert, Wendelin Feiten and Gisbert Lawitzky, et al.
277-284
Applying the
Q
n
Estimator Online
Robin Nunkesser, Karen Schettlinger and Roland Fried
285-292
A Comparative Study on Polyphonic Musical Time Series Using MCMC Methods
Katrin Sommer and Claus Weihs
293-300
Collective Classification for Labeling of Places and Objects in 2D and 3D Range Data
Rudolph Triebel, Óscar Martínez Mozos and Wolfram Burgard
301-308
Lag or Error? — Detecting the Nature of Spatial Correlation
Mario Larch and Janette Walde
V / Exploratory Data Analysis and Tools for Data Analysis
311-318
Urban Data Mining Using Emergent SOM
Martin Behnisch and Alfred Ultsch
319-326
KNIME: The Konstanz Information Miner
Michael R. Berthold, Nicolas Cebron, Fabian Dill, Thomas R. Gabriel and Tobias Kötter, et al.
327-334
A Pattern Based Data Mining Approach
Boris Delibašić, Kathrin Kirchner and Johannes Ruhland
335-342
A Framework for Statistical Entity Identification in R
Michaela Denk
343-354
Combining Several SOM Approaches in Data Mining: Application to ADSL Customer Behaviours Analysis
Francoise Fessant, Vincent Lemaire and Fabrice Clérot
355-362
On the Analysis of Irregular Stock Market Trading Behavior
Markus Franke, Bettina Hoser and Jan Schröder
363-371
A Procedure to Estimate Relations in a Balanced Scorecard
Veit Köppen, Henner Graubitz, Hans-K. Arndt and Hans-J. Lenz
373-380
The Application of Taxonomies in the Context of Configurative Reference Modelling
Ralf Knackstedt and Armin Stein
381-388
Two-Dimensional Centrality of a Social Network
Akinori Okada
389-396
Benchmarking Open-Source Tree Learners in R/RWeka
Michael Schauerhuber, Achim Zeileis, David Meyer and Kurt Hornik
397-404
From Spelling Correction to Text Cleaning – Using Context Information
Martin Schierle, Sascha Schulz and Markus Ackermann
405-412
Root Cause Analysis for Quality Management
Christian Manuel Strobel and Tomas Hrycej
413-420
Finding New Technological Ideas and Inventions with Text Mining and Technique Philosophy
Dirk Thorleuchter
421-428
Investigating Classifier Learning Behavior with Experiment Databases
Joaquin Vanschoren and Hendrik Blockeel
VI / Marketing and Management Science
431-438
Conjoint Analysis for Complex Services Using Clusterwise Hierarchical Bayes Procedures
Michael Brusch and Daniel Baier
439-446
Building an Association Rules Framework for Target Marketing
Nicolas March and Thomas Reutterer
447-454
AHP versus ACA – An Empirical Comparison
Martin Meißner, Sören W. Scholz and Reinhold Decker
455-462
On the Properties of the Rank Based Multivariate Exponentially Weighted Moving Average Control Charts
Amor Messaoud and Claus Weihs
463-470
Are Critical Incidents Really Critical for a Customer Relationship? A MIMIC Approach
Marcel Paulssen and Angela Sommerfeld
471-478
Heterogeneity in the Satisfaction-Retention Relationship – A Finite-mixture Approach
Dorian Quint and Marcel Paulssen
479-487
An Early-Warning System to Support Activities in the Management of Customer Equity and How to Obtain the Most from Spatial Customer Equity Potentials
Klaus Thiel and Daniel Probst
489-496
Classifying Contemporary Marketing Practices
Ralf Wagner
VII / Banking and Finance
499-506
Predicting Stock Returns with Bayesian Vector Autoregressive Models
Wolfgang Bessler and Peter Lückoff
507-514
The Evaluation of Venture-Backed IPOs – Certification Model versus Adverse Selection Model, Which Does Fit Better?
Francesco Gangi and Rosaria Lombardo
515-522
Using Multiple SVM Models for Unbalanced Credit Scoring Data Sets
Klaus B. Schebesch and Ralf Stecking
VIII / Business Intelligence
525-532
Comparison of Recommender System Algorithms Focusing on the New-item and User-bias Problem
Stefan Hauger, Karen H. L. Tso and Lars Schmidt-Thieme
533-540
Collaborative Tag Recommendations
Leandro Balby Marinho and Lars Schmidt-Thieme
541-549
Applying Small Sample Test Statistics for Behavior-based Recommendations
Andreas W. Neumann and Andreas Geyer-Schulz
IX / Text Mining, Web Mining, and the Semantic Web
553-560
Classifying Number Expressions in German Corpora
Irene Cramer, Stefan Schacht and Andreas Merkel
561-568
Non-Profit Web Portals — Usage Based Benchmarking for Success Evaluation
Daniel Delić and Hans-J. Lenz
569-576
Text Mining of Supreme Administrative Court Jurisdictions
Ingo Feinerer and Kurt Hornik
577-584
Supporting Web-based Address Extraction with Unsupervised Tagging
Berenike Loos and Chris Biemann
585-592
A Two-Stage Approach for Context-Dependent Hypernym Extraction
Berenike Loos and Mario DiMarzo
593-600
Analysis of Dwell Times in Web Usage Mining
Patrick Mair and Marcus Hudec
601-609
New Issues in Near-duplicate Detection
Martin Potthast and Benno Stein
611-618
Comparing the University of South Florida Homograph Norms with Empirical Corpus Data
Reinhard Rapp
619-626
Content-based Dimensionality Reduction for Recommender Systems
Panagiotis Symeonidis
X / Linguistics
629-636
The Distribution of Data in Word Lists and its Impact on the Subgrouping of Languages
Hans J. Holm
637-645
Quantitative Text Analysis Using L-, F- and T-Segments
Reinhard Köhler and Sven Naumann
647-654
Projecting Dialect Distances to Geography: Bootstrap Clustering vs. Noisy Clustering
John Nerbonne, Peter Kleiweg, Wilbert Heeringa and Franz Manni
655-662
Structural Differentiae of Text Types – A Quantitative Model
Olga Pustylnikov and Alexander Mehler
XI / Data Analysis in Humanities
665-672
Scenario Evaluation Using Two-mode Clustering Approaches in Higher Education
Matthias J. Kaiser and Daniel Baier
673-680
Visualization and Clustering of Tagged Music Data
Pascal Lehwark, Sebastian Risi and Alfred Ultsch
681-688
Effects of Data Transformation on Cluster Analysis of Archaeometric Data
Hans-Joachim Mucha, Hans-Georg Bartel and Jens Dolata
689-696
Fuzzy PLS Path Modeling: A New Tool For Handling Sensory Data
Francesco Palumbo, Rosaria Romano and Vincenzo Esposito Vinzi
697-704
Automatic Analysis of Dewey Decimal Classification Notations
Ulrike Reiner
705-712
A New Interval Data Distance Based on the Wasserstein Metric
Rosanna Verde and Antonio Irpino
713-719
Back matter