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ECDA 2013: Luxembourg
- Berthold Lausen
, Sabine Krolak-Schwerdt, Matthias Böhmer:
Data Science, Learning by Latent Structures, and Knowledge Discovery [revised versions of selected papers presented during the European Conference on Data Analysis (ECDA 2013), Luxembourg, July 2013]. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2015, ISBN 978-3-662-44982-0
Invited Papers
- August Götzfried:
Modernising Official Statistics: A Complex Challenge. 3-11 - Oguz Akbilgic
A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information Complexity. 13-27 - Anthony C. Atkinson, Andrea Cerioli
Finding the Number of Disparate Clusters with Background Contamination. 29-42 - Miloud Bessafi, Francisco de A. T. de Carvalho
Clustering of Solar Irradiance. 43-53
Data Science and Clustering
- François Bavaud
Factor Analysis of Local Formalism. 57-67 - Mindaugas Bloznelis, Erhard Godehardt, Jerzy Jaworski, Valentas Kurauskas, Katarzyna Rybarczyk
Recent Progress in Complex Network Analysis: Models of Random Intersection Graphs. 69-78 - Mindaugas Bloznelis, Erhard Godehardt, Jerzy Jaworski, Valentas Kurauskas, Katarzyna Rybarczyk
Recent Progress in Complex Network Analysis: Properties of Random Intersection Graphs. 79-88 - Florent Domenach
Similarity Measures of Concept Lattices. 89-99 - Guillaume Guex, François Bavaud:
Flow-Based Dissimilarities: Shortest Path, Commute Time, Max-Flow and Free Energy. 101-111 - Hans-Joachim Mucha, Hans-Georg Bartel:
Resampling Techniques in Cluster Analysis: Is Subsampling Better Than Bootstrapping? 113-122 - Elvira Romano
On-Line Clustering of Functional Boxplots for Monitoring Multiple Streaming Time Series. 123-132 - Thomas Suesse, John C. W. Rayner, Olivier Thas
Smooth Tests of Fit for Gaussian Mixtures. 133-142
Machine Learning and Knowledge Discovery
- Muhammad Umer Khan, Alexandros Nanopoulos, Lars Schmidt-Thieme
P2P RVM for Distributed Classification. 145-155 - Noureddine Yassine Nair Benrekia, Pascale Kuntz, Frank Meyer:
Selecting a Multi-Label Classification Method for an Interactive System. 157-167 - Lambert Pépin, Julien Blanchard, Fabrice Guillet, Pascale Kuntz, Philippe Suignard:
Visual Analysis of Topics in Twitter Based on Co-evolution of Terms. 169-178 - Christophe Salperwyck, Vincent Lemaire, Carine Hue:
Incremental Weighted Naive Bays Classifiers for Data Stream. 179-190 - Jörg Stork
SVM Ensembles Are Better When Different Kernel Types Are Combined. 191-201
Data Analysis in Marketing
- Daniel Baier, Marcin Pelka
Ratings-/Rankings-Based Versus Choice-Based Conjoint Analysis for Predicting Choices. 205-216 - Thomas Böttcher, Daniel Baier, Robert Naundorf:
A Statistical Software Package for Image Data Analysis in Marketing. 217-227 - Michael Brusch, Sebastian Fischer, Stephan Szuppa:
The Bass Model as Integrative Diffusion Model: A Comparison of Parameter Influences. 229-238 - Jörgen Eimecke, Daniel Baier:
Preference Measurement in Complex Product Development: A Comparison of Two-Staged SEM Approaches. 239-250 - Sarah Frost, Daniel Baier:
Combination of Distances and Image Features for Clustering Image Data Bases. 251-260 - Daniel Krausche, Daniel Baier:
A Game Theoretic Product Design Approach Considering Stochastic Partworth Functions. 261-270 - Thomas Müllerleile, Dieter William Joenssen
Key Success-Determinants of Crowdfunded Projects: An Exploratory Analysis. 271-281 - Adam Sagan:
Preferences Interdependence Among Family Members: Case III/APIM Approach. 283-293
Data Analysis in Biostatistics and Bioinformatics
- Maria Biryukov, Paul M. A. Antony, Abhimanyu Krishna, Patrick May
Evaluation of Cell Line Suitability for Disease Specific Perturbation Experiments. 297-307 - Bruno Daigle
Effect of Hundreds Sequenced Genomes on the Classification of Human Papillomaviruses. 309-318 - Dieter William Joenssen
Donor Limited Hot Deck Imputation: A Constrained Optimization Problem. 319-328 - Christoph Müssel, Ludwig Lausser, Hans A. Kestler
Ensembles of Representative Prototype Sets for Classification and Data Set Analysis. 329-339 - Nicolas Schilling, André Busche, Simone Miller, Michael Jungheim, Martin Ptok, Lars Schmidt-Thieme
Event Prediction in Pharyngeal High-Resolution Manometry. 341-352 - Valentin Wucher
Edge Selection in a Noisy Graph by Concept Analysis: Application to a Genomic Network. 353-364
Data Analysis in Education and Psychology
- Thomas Hörstermann, Sabine Krolak-Schwerdt:
Linear Modelling of Differences in Teacher Judgment Formation of School Tracking Recommendations. 367-377 - Ronny Scherer
Psychometric Challenges in Modeling Scientific Problem-Solving Competency: An Item Response Theory Approach. 379-388 - Peter Voss, Etienne Le Bihan:
The Luxembourg Teacher Databank 1845-1939. Academic Research into the Social History of the Luxembourg Primary School Teaching Staff. 389-398
Data Analysis in Musicology
- Christelle Cocco
Correspondence Analysis, Cross-Autocorrelation and Clustering in Polyphonic Music. 401-410 - Daniel Stoller, Matthias Mauch, Igor Vatolkin
Impact of Frame Size and Instrumentation on Chroma-Based Automatic Chord Recognition. 411-421 - Igor Vatolkin
Interpretable Music Categorisation Based on Fuzzy Rules and High-Level Audio Features. 423-432
Data Analysis in Communication and Technology
- Adrian Giurca, Daniel Baier, Ingo Schmitt:
What Is in a Like? Preference Aggregation on the Social Web. 435-444 - Philippa A. Hiscock, Athanassios N. Avramidis
Predicting Micro-Level Behavior in Online Communities for Risk Management. 445-454 - Ljubo Mercep, Gernot Spiegelberg, Alois C. Knoll
Human Performance Profiling While Driving a Sidestick-Controlled Car. 455-463 - Stefanie Schreiber
Multivariate Landing Page Optimization Using Hierarchical Bayes Choice-Based Conjoint. 465-474 - Tobias Voigt, Roland Fried:
Distance Based Feature Construction in a Setting of Astronomy. 475-485
Data Analysis in Administration and Spatial Planning
- André Busche, Daniel Seyfried, Lars Schmidt-Thieme
Hough Transform and Kirchhoff Migration for Supervised GPR Data Analysis. 489-499 - Anna Król:
Application of Hedonic Methods in Modelling Real Estate Prices in Poland. 501-511 - Elzbieta Sobczak
Smart Growth Path as the Basis for the European Union Countries Typology. 513-524 - Andrzej Sokolowski, Malgorzata Markowska
The Influence of Upper Level NUTS on Lower Level Classification of EU Regions. 525-531
Data Analysis in Library Science
- Magda El-Sherbini:
Multilingual Subject Retrieval: Bibliotheca Alexandrina's Subject Authority File and Linked Subject Data. 535-546 - Anke Hofmann, Barbara Wiermann
The VuFind Based "MT-Katalog": A Customized Music Library Service at the University of Music and Drama Leipzig. 547-556
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