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31. GfKl 2007: Freiburg, Germany
- Christine Preisach, Hans Burkhardt, Lars Schmidt-Thieme, Reinhold Decker:
Data Analysis, Machine Learning and Applications - Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7-9, 2007. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2008, ISBN 978-3-540-78239-1
Classification
- Lluís Belanche, Juan 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
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
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-François 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
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
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
Applying the Qn. 277-284 - Katrin Sommer, Claus Weihs:
A Comparative Study on Polyphonic Musical Time Series Using MCMC Methods. 285-292 - Rudolph Triebel
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
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
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
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
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
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
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
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
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
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
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
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
A New Interval Data Distance Based on the Wasserstein Metric. 705-712
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