Foreword: Marc Hansen.- Preface: Berthold Lausen, Sabine Krolak-Schwerdt, & Matthias Bohmer.- Part I Invited Papers: Modernising Official Statistics - A Complex Challenge: August Gotzfried .- A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information Complexity: Oguz Akbilgic & Hamparsum (Ham) Bozdogan.- Finding the Number of Disparate Clusters with Background Contamination: Anthony C. Atkinson, Andrea Cerioli, Gianluca Morelli, & Marco Riani.- Clustering of Solar Irradiance: Miloud Bessafi, Francisco de A. T. de Carvalho, Philippe Charton, Mathieu Delsaut, Thierry Despeyroux, Patrick Jeanty, Jean Daniel Lan-Sun-Luk, Yves Lechevallier, Henri Ralambondrainy, & Lionel Trovalet.- Part II Data Science and Clustering: Factor Analysis of Local Formalism: Francois Bavaud & Christelle Cocco.- Recent progress in Complex Network Analysis - Models: Mindaugas Bloznelis, Erhard Godehardt, Jerzy Jaworski, Valentas Kurauskas, & Katarzyna Rybarczyk.- Recent Progress in Complex Network Analysis - Results: Mindaugas Bloznelis, Erhard Godehardt, Jerzy Jaworski, Valentas Kurauskas, & Katarzyna Rybarczyk.- Similarity Measures of Concept Lattices: Florent Domenach.- Flow-Based Dissimilarities: Shortest Path, Commute Time, Max-Flow and Free Energy: Guillaume Guex & Francois Bavaud.- Resampling Techniques in Cluster Analysis - Is Subsampling Better Than Bootstrapping? Hans-Joachim Mucha & Hans-Georg Bartel.- On-Line Clustering of Functional Boxplots for Monitoring Multiple Streaming Time Series: Elvira Romano & Antonio Balzanella.- Smooth Tests of Fit for Gaussian Mixtures: Thomas Falk Suesse, John Rayner, & Olivier Thas.- Part III Machine Learning and Knowledge Discovery: P2P RVM for Distributed Classification: Umer Khan, Alexandros Nanopoulos, & Lars Schmidt-Thieme.- Selecting a Multi-Label Classification Method for an Interactive System: Noureddine Yassine Nair Benrekia, Pascale Kuntz, & Franck Meyer.- Visual Analysis of Topics in Twitter Based on Co-Evolution of Terms: Lambert Pepin, Julien Blanchard, Fabrice Guillet, Pascale Kuntz, & Philippe Suignard.- Incremental Weighted Naive Bayes Classifiers for Data Stream: Christophe Salperwyck, Vincent Lemaire, & Carine Hue.- SVM Ensembles are Better When Different Kernel Types are Combined: Jorg Stork, Ricardo Ramos, Patrick Koch, & Wolfgang Konen.- Part IV Data Analysis in Marketing: Ratings-Based Versus Choice-Based Conjoint Analysis for Predicting Choices: Daniel Baier, Marcin Pelka, Aneta Rybicka, & Stefanie Schreiber.- A Statistical Software Package for Image Data Analysis in Marketing: Thomas Boettcher, Daniel Baier, & Robert Naundorf.- The Bass Model as Integrative Diffusion Model - A Comparison of Parameter Influences: Michael Brusch, Sebastian Fischer & Stephan Szuppa.- Preference Measurement in Complex Product Development - A Comparison of Two-Staged SEM Approaches: Jorgen Eimecke & Daniel Baier.- Combination of Distances and Image Features for Clustering Image Data Bases: Sarah Frost & Daniel Baier.- A Game Theoretic Product Design Approach Considering Stochastic Partworth Functions: Daniel Krausche & Daniel Baier.- Key Success-Determinants of Crowdfunded Projects - An Exploratory Analysis: Thomas Mullerleile & Dieter William Joenssen.- Preferences Interdependence among Family Members - Case III/APIM Approach: Adam Sagan.- Part V Data Analysis in Biostatistics and Bioinformatics: Evaluation for Cell Line Suitability for Disease Specific Perturbation Experiments: Maria Biryukov, Paul Antony, Abhimanyu Krishna, Patrick May, & Christophe Trefois.- Effect of Hundreds Sequenced Genomes on the Classification of Human Papilloma Viruses: Bruno Daigle, Vladimir Makarenkov, & Abdoulaye Banire Diallo.- Donor Limited Hot Deck Imputation - A Constrained Optimization Problem: Dieter William Joenssen.- Classification and Data Set Analysis Using Ensembles of Representative Prototype Sets: Christoph Mussel, Ludwig Lausser, & Hans A. Kestler.- Event Prediction in Pharyngeal High-Resolution Manometry: Nicolas Schilling, Andre Busche, Simone Miller, Michael Jungheim, Martin Ptok, & Lars Schmidt-Thieme.- Edge Selection in a Noisy Graph by Concept Analysis - Application to a Genomic Network: Valentin Wucher, Denis Tagu, & Jacques Nicolas.- Part VI Data Analysis in Education and Psychology: Linear Modelling of Differences in Teacher Judgment Formation of School Tracking Recommendations: Thomas Horstermann & Sabine Krolak-Schwerdt.- Psychometric Challenges in Modeling Scientific Problem-Solving Competency - An Item Response Theory Approach: Ronny Scherer.- The Luxembourg Teacher Databank 1845-1939. Academic Research into the Social History of the Luxembourg Primary School Teaching Staff: Peter Voss & Etienne Le Bihan.- Part VII Data Analysis in Musicology: Correspondence Analysis, Cross-Autocorrelation and Clustering in Polyphonic Music: Christelle Cocco & Francois Bavaud.- Impact of Frame Size and Instrumentation on Chroma-Based Automatic Chord Recognition: Daniel Stoller, Matthias Mauch, Igor Vatolkin, & Claus Weihs.- Interpretable Music Categorisation Based on Fuzzy Rules and High-Level Audio Features: Igor Vatolkin & Gunter Rudolph.- Part VIII Data Analysis in Communication and Technology: What is in a Like? Preference Aggregation on the Social Web: Adrian Giurca, Daniel Baier, & Ingo Schmitt.- Predicting Micro-Level Behavior in Online Communities for Risk Management: Philippa Alice Hiscock, Athanassios N. Avramidis, & Joerg Fliege.- Human Performance Profiling While Driving a Sidestick-Controlled Car: Ljubo Mercep, Gernot Spiegelberg, & Alois Knoll.- Multivariate Landing Page Optimization Using Hierarchical Bayes CBC Analysis: Stefanie Schreiber & Daniel Baier.- Hellinger Distance Based Feature Construction with Applications to the FACT Experiment: Tobias Voigt & Roland Fried.- Part IX Data Analysis in Administration and Spatial Planning: Hough Transform and Kirchhoff Migration for Supervised GPR Data Analysis: Andre Busche, Daniel Seyfried, & Lars Schmidt-Thieme.- Application of Hedonic Methods in Modelling Real Estate Prices in Poland: Anna Krol.- Smart Growth Path as the Basis for the European Union Countries Typology: Elzbieta Sobczak, & Beata Malgorzata Bal-Domanska.- The Influence of Upper Level NUTS on Lower Level Classification of EU Regions: Andrzej Sokolowski, Danuta Strahl, Malgorzata Markowska, & Marek Sobolewski.- Part X Data Analysis in Library Science: Multilingual Subject Retrieval - Bibliotheca Alexandrina's Subject Authority File and Linked Subject Data: Magda El-Sherbini.- The VuFind Based "MT-Katalog" - A Customized Music Library Service at the University of Music and Drama Leipzig: Barbara Wiermann & Anke Hofmann.
