31. GfKl 2007: Freiburg, Germany

Classification

• Lluís Belanche, Jean Luis Vázquez, Miguel Vázquez:
  Distance-Based Kernels for Real-Valued Data. 3-10
  
• Janis Fehr, Karina Zapien Arreola, Hans Burkhardt:
  Fast Support Vector Machine Classification of Very Large Datasets. 11-18
  
• Eugeniusz Gatnar:
  Fusion of Multiple Statistical Classifiers. 19-27
  
• Martin Gebel, Claus Weihs:
  Calibrating Margin-Based Classifier Scores into Polychotomous Probabilities. 29-36
  
• Bernard Haasdonk, Hans Burkhardt:
  Classification with Invariant Distance Substitution Kernels. 37-44
  
• Kamila Migdal Najman, Krzysztof Najman:
  Applying the Kohonen Self-Organizing Map Networks to Select Variables. 45-54
  
• Norbert Röhrl, José R. Iglesias-Rozas, Galia Weidl:
  Computer Assisted Classification of Brain Tumors. 55-60
  
• Marko Sarstedt, Manfred Schwaiger:
  Model Selection in Mixture Regression Analysis-A Monte Carlo Simulation Study. 61-68
  
• Julia Schiffner, Claus Weihs:
  Comparison of Local Classification Methods. 69-76
  
• Kester W. Smith, Carola Tiede, Coryn A. L. Bailer-Jones:
  Incorporating Domain Specific Information into Gaia Source Classification. 77-83
  
• Marek Walesiak, Andrzej Dudek:
  Identification of Noisy Variables for Nonmetric and Symbolic Data in Cluster Analysis. 85-92
  

Clustering

• Patrick Erik Bradley:
  Families of Dendrograms. 95-102
  
• Daniela G. Calò:
  Mixture Models in Forward Search Methods for Outlier Detection. 103-110
  
• Marco Di Zio, Ugo Guarnera:
  On Multiple Imputation Through Finite Gaussian Mixture Models. 111-118
  
• Benjamin Georgi, M. Anne Spence, Pamela Flodman, Alexander Schliep:
  Mixture Model Based Group Inference in Fused Genotype and Phenotype Data. 119-126
  
• Christian Hennig, Pietro Coretto:
  The Noise Component in Model-based Cluster Analysis. 127-138
  
• Lutz Herrmann, Alfred Ultsch:
  An Artificial Life Approach for Semi-supervised Learning. 139-146
  
• Kurt Hornik, Walter Böhm:
  Hard and Soft Euclidean Consensus Partitions. 147-154
  
• Sina Lehrmann, Werner Esswein:
  Rationale Models for Conceptual Modeling. 155-162
  
• Ulrich Müller-Funk:
  Measures of Dispersion and Cluster-Trees for Categorical Data. 163-170
  
• Steffen Rendle, Lars Schmidt-Thieme:
  Information Integration of Partially Labeled Data. 171-179
  

Multidimensional Data Analysis

• Karmele Fernández-Aguirre, María I. Landaluce, Ana Martín, Juan I. Modroño:
  Data Mining of an On-line Survey - A Market Research Application. 183-191
  
• Michele Gallo, Luigi D'Ambra:
  Nonlinear Constrained Principal Component Analysis in the Quality Control Framework. 193-200
  
• Rosaria Lombardo, Amalia Vanacore, Jean-Francçois Durand:
  Non Parametric Control Chart by Multivariate Additive Partial Least Squares via Spline. 201-208
  
• Antonello D'Ambra, Pietro Amenta, Valentin Rousson:
  Simple Non Symmetrical Correspondence Analysis. 209-217
  
• Amaya Zárraga, Beatriz Goitisolo:
  Factorial Analysis of a Set of Contingency Tables. 219-226
  

Analysis of Complex Data

• Christian Borgelt, Mathias Fiedler:
  Graph Mining: Repository vs. Canonical Form. 229-236
  
• Gerd Brunner, Hans Burkhardt:
  Classification and Retrieval of Ancient Watermarks. 237-244
  
• Hannes Kazianka, Raimund Leitner, Jürgen Pilz:
  Segmentation and Classification of Hyper-Spectral Skin Data. 245-252
  
• Steffen Kempe, Jochen Hipp, Rudolf Kruse:
  FSMTree: An Efficient Algorithm for Mining Frequent Temporal Patterns. 253-260
  
• Olivier Lartillot, Petri Toiviainen, Tuomas Eerola:
  A Matlab Toolbox for Music Information Retrieval. 261-268
  
• Daniel Meyer-Delius, Christian Plagemann, Georg von Wichert, Wendelin Feiten, Gisbert Lawitzky, Wolfram Burgard:
  A Probabilistic Relational Model for Characterizing Situations in Dynamic Multi-Agent Systems. 269-276
  
• Robin Nunkesser, Karen Schettlinger, Roland Fried:
  Applying the Qn. 277-284
  
• Katrin Sommer, Claus Weihs:
  A Comparative Study on Polyphonic Musical Time Series Using MCMC Methods. 285-292
  
• Rudolph Triebel, Óscar Martínez Mozos, Wolfram Burgard:
  Collective Classification for Labeling of Places and Objects in 2D and 3D Range Data. 293-300
  
• Mario Larch, Janette F. Walde:
  Lag or Error? - Detecting the Nature of Spatial Correlation. 301-308
  

Exploratory Data Analysis and Tools for Data Analysis

• Martin Behnisch, Alfred Ultsch:
  Urban Data Mining Using Emergent SOM. 311-318
  
• Michael R. Berthold, Nicolas Cebron, Fabian Dill, Thomas R. Gabriel, Tobias Kötter, Thorsten Meinl, Peter Ohl, Christoph Sieb, Kilian Thiel, Bernd Wiswedel:
  KNIME: The Konstanz Information Miner. 319-326
  
• Boris Delibasic, Kathrin Kirchner, Johannes Ruhland:
  A Pattern Based Data Mining Approach. 327-334
  
• Michaela Denk:
  A Framework for Statistical Entity Identification in R. 335-342
  
• Françoise Fessant, Vincent Lemaire, Fabrice Clérot:
  Combining Several SOM Approaches in Data Mining: Application to ADSL Customer Behaviours Analysis. 343-354
  
• Markus Franke, Bettina Hoser, Jan Schröder:
  On the Analysis of Irregular Stock Market Trading Behavior. 355-362
  
• Veit Köppen, Henner Graubitz, Hans-Knud Arndt, Hans-Joachim Lenz:
  A Procedure to Estimate Relations in a Balanced Scorecard. 363-371
  
• Ralf Knackstedt, Armin Stein:
  The Application of Taxonomies in the Context of Configurative Reference Modelling. 373-380
  
• Akinori Okada:
  Two-Dimensional Centrality of a Social Network. 381-388
  
• Michael Schauerhuber, Achim Zeileis, David Meyer, Kurt Hornik:
  Benchmarking Open-Source Tree Learners in R/RWeka. 389-396
  
• Martin Schierle, Sascha Schulz, Markus Ackermann:
  From Spelling Correction to Text Cleaning - Using Context Information. 397-404
  
• Christian Manuel Strobel, Tomas Hrycej:
  Root Cause Analysis for Quality Management. 405-412
  
• Dirk Thorleuchter:
  Finding New Technological Ideas and Inventions with Text Mining and Technique Philosophy. 413-420
  
• Joaquin Vanschoren, Hendrik Blockeel:
  Investigating Classifier Learning Behavior with Experiment Databases. 421-428
  

Marketing and Management Science

• Michael Brusch, Daniel Baier:
  Conjoint Analysis for Complex Services Using Clusterwise Hierarchical Bayes Procedures. 431-438
  
• Nicolas March, Thomas Reutterer:
  Building an Association Rules Framework for Target Marketing. 439-446
  
• Martin Meißner, Sören W. Scholz, Reinhold Decker:
  AHP versus ACA - An Empirical Comparison. 447-454
  
• Amor Messaoud, Claus Weihs:
  On the Properties of the Rank Based Multivariate Exponentially Weighted Moving Average Control Charts. 455-462
  
• Marcel Paulssen, Angela Sommerfeld:
  Are Critical Incidents Really Critical for a Customer Relationship? A MIMIC Approach. 463-470
  
• Dorian Quint, Marcel Paulssen:
  Heterogeneity in the Satisfaction-Retention Relationship - A Finite-mixture Approach. 471-478
  
• Klaus Thiel, Daniel Probst:
  An Early-Warning System to Support Activities in the Management of Customer Equity and How to Obtain the Most from Spatial Customer Equity Potentials. 479-487
  
• Ralf Wagner:
  Classifying Contemporary Marketing Practices. 489-496
  

Banking and Finance

• Wolfgang Bessler, Peter Lückoff:
  Predicting Stock Returns with Bayesian Vector Autoregressive Models. 499-506
  
• Francesco Gangi, Rosaria Lombardo:
  The Evaluation of Venture-Backed IPOs - Certification Model versus Adverse Selection Model, Which Does Fit Better?. 507-514
  
• Klaus B. Schebesch, Ralf Stecking:
  Using Multiple SVM Models for Unbalanced Credit Scoring Data Sets. 515-522
  

Business Intelligence

• Stefan Hauger, Karen H. L. Tso, Lars Schmidt-Thieme:
  Comparison of Recommender System Algorithms Focusing on the New-item and User-bias Problem. 525-532
  
• Leandro Balby Marinho, Lars Schmidt-Thieme:
  Collaborative Tag Recommendations. 533-540
  
• Andreas W. Neumann, Andreas Geyer-Schulz:
  Applying Small Sample Test Statistics for Behavior-based Recommendations. 541-549
  

Text Mining, Web Mining, and the Semantic Web

• Irene M. Cramer, Stefan Schacht, Andreas Merkel:
  Classifying Number Expressions in German Corpora. 553-560
  
• Daniel Delic, Hans-Joachim Lenz:
  Non-Profit Web Portals - Usage Based Benchmarking for Success Evaluation. 561-568
  
• Ingo Feinerer, Kurt Hornik:
  Text Mining of Supreme Administrative Court Jurisdictions. 569-576
  
• Berenike Loos, Chris Biemann:
  Supporting Web-based Address Extraction with Unsupervised Tagging. 577-584
  
• Berenike Loos, Mario DiMarzo:
  A Two-Stage Approach for Context-Dependent Hypernym Extraction. 585-592
  
• Patrick Mair, Marcus Hudec:
  Analysis of Dwell Times in Web Usage Mining. 593-600
  
• Martin Potthast, Benno Stein:
  New Issues in Near-duplicate Detection. 601-609
  
• Reinhard Rapp:
  Comparing the University of South Florida Homograph Norms with Empirical Corpus Data. 611-618
  
• Panagiotis Symeonidis:
  Content-based Dimensionality Reduction for Recommender Systems. 619-626
  

Linguistics

• Hans J. Holm:
  The Distribution of Data in Word Lists and its Impact on the Subgrouping of Languages. 629-636
  
• Reinhard Köhler, Sven Naumann:
  Quantitative Text Analysis Using L-, F- and T-Segments. 637-645
  
• John Nerbonne, Peter Kleiweg, Wilbert Heeringa, Franz Manni:
  Projecting Dialect Distances to Geography: Bootstrap Clustering vs. Noisy Clustering. 647-654
  
• Olga Pustylnikov, Alexander Mehler:
  Structural Differentiae of Text Types - A Quantitative Model. 655-662
  

Data Analysis in Humanities

• Matthias J. Kaiser, Daniel Baier:
  Scenario Evaluation Using Two-mode Clustering Approaches in Higher Education. 665-672
  
• Pascal Lehwark, Sebastian Risi, Alfred Ultsch:
  Visualization and Clustering of Tagged Music Data. 673-680
  
• Hans-Joachim Mucha, Hans-Georg Bartel, Jens Dolata:
  Effects of Data Transformation on Cluster Analysis of Archaeometric Data. 681-688
  
• Francesco Palumbo, Rosaria Romano, Vincenzo Esposito Vinzi:
  Fuzzy PLS Path Modeling: A New Tool For Handling Sensory Data. 689-696
  
• Ulrike Reiner:
  Automatic Analysis of Dewey Decimal Classification Notations. 697-704
  
• Rosanna Verde, Antonio Irpino:
  A New Interval Data Distance Based on the Wasserstein Metric. 705-712