Table of Contents

• On Limiting Donor Usage for Imputation of Missing Data via Hot Deck MethodsUdo Bankhofer, Dieter William Joenssen. 3-11 [doi]
• The Most Dangerous Districts of DortmundTim Beige, Thomas Terhorst, Claus Weihs, Holger Wormer. 13-21 [doi]
• Benchmarking Classification Algorithms on High-Performance Computing ClustersBernd Bischl, Julia Schiffner, Claus Weihs. 23-31 [doi]
• Visual Models for Categorical Data in Economic ResearchJustyna Brzezinska. 33-40 [doi]
• How Many Bee Species? A Case Study in Determining the Number of ClustersChristian Hennig. 41-49 [doi]
• Two-Step Linear Discriminant Analysis for Classification of EEG DataNguyen Hoang Huy, Stefan Frenzel, Christoph Bandt. 51-59 [doi]
• Predictive Validity of Tracking Decisions: Application of a New Validation CriterionFlorian Klapproth, Sabine Krolak-Schwerdt, Thomas Hörstermann, Romain Martin. 61-69 [doi]
• α-Classification of Asymmetric and Fat-Tailed DataTatjana Lange, Karl Mosler, Pavlo Mozharovskyi. 71-78 [doi]
• The Alpha-Procedure: A Nonparametric Invariant Method for Automatic Classification of Multi-Dimensional ObjectsTatjana Lange, Pavlo Mozharovskyi. 79-86 [doi]
• Support Vector Machines on Large Data Sets: Simple Parallel ApproachesOliver Meyer, Bernd Bischl, Claus Weihs. 87-95 [doi]
• Soft Bootstrapping in Cluster Analysis and Its Comparison with Other Resampling MethodsHans-Joachim Mucha, Hans-Georg Bartel. 97-104 [doi]
• Dual Scaling Classification and Its Application in ArchaeometryHans-Joachim Mucha, Hans-Georg Bartel, Jens Dolata. 105-113 [doi]
• Gamma-Hadron-Separation in the MAGIC ExperimentTobias Voigt, Roland Fried, Michael Backes 0002, Wolfgang Rhode. 115-124 [doi]
• Implementing Inductive Concept Learning For Cooperative Query AnsweringMaheen Bakhtyar, Nam Dang, Katsumi Inoue, Lena Wiese. 127-134 [doi]
• Clustering Large Datasets Using Data Stream Clustering TechniquesMatthew Bolaños, John Forrest, Michael Hahsler. 135-143 [doi]
• Feedback Prediction for BlogsKrisztian Buza. 145-152 [doi]
• Spectral Clustering: Interpretation and Gaussian ParameterSandrine Mouysset, Joseph Noailles, Daniel Ruiz, Clovis Tauber. 153-162 [doi]
• On the Problem of Error Propagation in Classifier Chains for Multi-label ClassificationRobin Senge, Juan José del Coz, Eyke Hüllermeier. 163-170 [doi]
• Statistical Comparison of Classifiers for Multi-objective Feature Selection in Instrument RecognitionIgor Vatolkin, Bernd Bischl, Günter Rudolph, Claus Weihs. 171-178 [doi]
• The Dangers of Using Intention as a Surrogate for Retention in Brand Positioning Decision Support SystemsMichel Ballings, Dirk Van den Poel. 181-188 [doi]
• Multinomial SVM Item Recommender for Repeat-Buying ScenariosChristina Lichtenthäler, Lars Schmidt-Thieme. 189-197 [doi]
• Predicting Changes in Market Segments Based on Customer BehaviorAnneke Minke, Klaus Ambrosi. 199-207 [doi]
• Symbolic Cluster Ensemble based on Co-Association Matrix versus Noisy Variables and OutliersMarcin Pelka. 209-216 [doi]
• Image Feature Selection for Market Segmentation: A Comparison of Alternative ApproachesSusanne Rumstadt, Daniel Baier. 217-225 [doi]
• The Validity of Conjoint Analysis: An Investigation of Commercial Studies Over TimeSebastian Selka, Daniel Baier, Peter Kurz. 227-234 [doi]
• Solving Product Line Design Optimization Problems Using Stochastic ProgrammingSascha Voekler, Daniel Baier. 235-243 [doi]
• On the Discriminative Power of Credit Scoring Systems Trained on Independent SamplesMiguel Biron, Cristián Bravo. 247-254 [doi]
• A Practical Method of Determining Longevity and Premature-Death Risk Aversion in Households and Some Proposals of Its ApplicationLukasz Feldman, Radoslaw Pietrzyk, Pawel Rokita. 255-264 [doi]
• Correlation of Outliers in Multivariate DataBartosz Kaszuba. 265-272 [doi]
• Value-at-Risk Backtesting Procedures Based on Loss Functions: Simulation Analysis of the Power of TestsKrzysztof Piontek. 273-281 [doi]
• Rank Aggregation for Candidate Gene IdentificationAndre Burkovski, Ludwig Lausser, Johann M. Kraus, Hans A. Kestler. 285-293 [doi]
• Unsupervised Dimension Reduction Methods for Protein Sequence ClassificationDominik Heider, Christoph Bartenhagen, J. Nikolaj Dybowski, Sascha Hauke, Martin Pyka, Daniel Hoffmann. 295-302 [doi]
• Three Transductive Set Covering MachinesFlorian Schmid, Ludwig Lausser, Hans A. Kestler. 303-311 [doi]
• Tone Onset Detection Using an Auditory ModelNadja Bauer, Klaus Friedrichs, Dominik Kirchhoff, Julia Schiffner, Claus Weihs. 315-324 [doi]
• A Unifying Framework for GPR Image ReconstructionAndre Busche, Ruth Janning, Tomás Horváth, Lars Schmidt-Thieme. 325-332 [doi]
• Recognition of Musical Instruments in Intervals and ChordsMarkus Eichhoff, Claus Weihs. 333-341 [doi]
• ANOVA and Alternatives for Causal InferencesSonja Hahn. 343-350 [doi]
• Testing Models for Medieval Settlement LocationIrmela Herzog. 351-358 [doi]
• Supporting Selection of Statistical TechniquesKay F. Hildebrand. 359-367 [doi]
• Alignment Methods for Folk Tune ClassificationRuben Hillewaere, Bernard Manderick, Darrell Conklin. 369-377 [doi]
• Comparing Regression Approaches in Modelling Compensatory and Noncompensatory Judgment FormationThomas Hörstermann, Sabine Krolak-Schwerdt. 379-387 [doi]
• Sensitivity Analyses for the Mixed Coefficients Multinomial Logit ModelDaniel Kasper, Ali Ünlü, Bernhard Gschrey. 389-396 [doi]
• Confidence Measures in Automatic Music ClassificationHanna M. Lukashevich. 397-405 [doi]
• Using Latent Class Models with Random Effects for Investigating Local DependenceMatthias Trendtel, Ali Ünlü, Daniel Kasper, Sina Stubben. 407-416 [doi]
• The OECD's Programme for International Student Assessment (PISA) Study: A Review of Its Basic Psychometric ConceptsAli Ünlü, Daniel Kasper, Matthias Trendtel, Michael Schurig. 417-425 [doi]
• Music Genre Prediction by Low-Level and High-Level CharacteristicsIgor Vatolkin, Günther Rötter, Claus Weihs. 427-434 [doi]
• Using Clustering Across Union Catalogues to Enrich Entries with Indexing InformationMagnus Pfeffer. 437-445 [doi]
• Text Mining for Ontology ConstructionSilke Rehme, Michael Schwantner. 447-454 [doi]
• Data Enrichment in Discovery Systems Using Linked DataDominique Ritze, Kai Eckert 0001. 455-462 [doi]