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Table of Contents
Part I Invited Papers: Modernising Official Statistics
A Complex Challenge
A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information Complexity
Finding the Number of Disparate Clusters with Background Contamination
Clustering of Solar Irradiance
Part II Data Science and Clustering: Factor Analysis of Local Formalism
Recent progress in Complex Network Analysis ? Models
Recent Progress in Complex Network Analysis ? Results.- Similarity Measures of Concept Lattices
Flow-Based Dissimilarities: Shortest Path, Commute Time, Max-Flow and Free Energy
Resampling Techniques in Cluster Analysis ? Is Subsampling Better Than Bootstrapping?
On-Line Clustering of Functional Boxplots for Monitoring Multiple Streaming Time Series
Smooth Tests of Fit for Gaussian Mixtures
Part III Machine Learning and Knowledge Discovery: P2P RVM for Distributed Classification
Selecting a Multi-Label Classification Method for an Interactive System
Visual Analysis of Topics in Twitter Based on Co-Evolution of Terms
Incremental Weighted Naive Bayes Classifiers for Data Stream
SVM Ensembles are Better When Different Kernel Types are Combined
Part IV Data Analysis in Marketing: Ratings-Based Versus Choice-Based Conjoint Analysis for Predicting Choices
A Statistical Software Package for Image Data Analysis in Marketing
The Bass Model as Integrative Diffusion Model
A Comparison of Parameter Influences
Preference Measurement in Complex Product Development ? A Comparison of Two-Staged SEM Approaches
Combination of Distances and Image Features for Clustering Image Data Bases
A Game Theoretic Product Design Approach Considering Stochastic Partworth Functions
Key Success-Determinants of Crowdfunded Projects ? An Exploratory Analysis
Preferences Interdependence among Family Members ? Case III/APIM Approach
Part V Data Analysis in Biostatistics and Bioinformatics: Evaluation for Cell Line Suitability for Disease Specific Perturbation Experiments
Effect of Hundreds Sequenced Genomes on the Classification of Human Papilloma Viruses
Donor Limited Hot Deck Imputation ? A Constrained Optimization Problem
Classification and Data Set Analysis Using Ensembles of Representative Prototype Sets
Event Prediction in Pharyngeal High-Resolution Manometry
Edge Selection in a Noisy Graph by Concept Analysis ? Application to a Genomic Network
Part VI Data Analysis in Education and Psychology: Linear Modelling of Differences in Teacher Judgment Formation of School Tracking Recommendations
Psychometric Challenges in Modeling Scientific Problem-Solving Competency ? An Item Response Theory Approach
The Luxembourg Teacher Databank 1845-1939. Academic Research into the Social History of the Luxembourg Primary School Teaching Staff
Part VII Data Analysis in Musicology: Correspondence Analysis, Cross-Autocorrelation and Clustering in Polyphonic Music
Impact of Frame Size and Instrumentation on Chroma-Based Automatic Chord Recognition
Interpretable Music Categorisation Based on Fuzzy Rules and High-Level Audio Features
Part VIII Data Analysis in Communication and Technology: What is in a Like? Preference Aggregation on the Social Web
Predicting Micro-Level Behavior in Online Communities for Risk Management
Human Performance Profiling While Driving a Sidestick-Controlled Car
Multivariate Landing Page Optimization Using Hierarchical Bayes CBC Analysis
Hellinger Distance Based Feature Construction with Applications to the FACT Experiment
Part IX Data Analysis in Administration and Spatial Planning: Hough Transform and Kirchhoff Migration for Supervised GPR Data Analysis
Application of Hedonic Methods in Modelling Real Estate Prices in Poland
Smart Growth Path as the Basis for the European Union Countries Typology
The Influence of Upper Level NUTS on Lower Level Classification of EU Regions
Part X Data Analysis in Library Science: Multilingual Subject Retrieval ? Bibliotheca Alexandrina?s Subject Authority File and Linked Subject Data
The VuFind Based "MT-Katalog" ? A Customized Music Library Service at the University of Music and Drama Leipzig.
A Complex Challenge
A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information Complexity
Finding the Number of Disparate Clusters with Background Contamination
Clustering of Solar Irradiance
Part II Data Science and Clustering: Factor Analysis of Local Formalism
Recent progress in Complex Network Analysis ? Models
Recent Progress in Complex Network Analysis ? Results.- Similarity Measures of Concept Lattices
Flow-Based Dissimilarities: Shortest Path, Commute Time, Max-Flow and Free Energy
Resampling Techniques in Cluster Analysis ? Is Subsampling Better Than Bootstrapping?
On-Line Clustering of Functional Boxplots for Monitoring Multiple Streaming Time Series
Smooth Tests of Fit for Gaussian Mixtures
Part III Machine Learning and Knowledge Discovery: P2P RVM for Distributed Classification
Selecting a Multi-Label Classification Method for an Interactive System
Visual Analysis of Topics in Twitter Based on Co-Evolution of Terms
Incremental Weighted Naive Bayes Classifiers for Data Stream
SVM Ensembles are Better When Different Kernel Types are Combined
Part IV Data Analysis in Marketing: Ratings-Based Versus Choice-Based Conjoint Analysis for Predicting Choices
A Statistical Software Package for Image Data Analysis in Marketing
The Bass Model as Integrative Diffusion Model
A Comparison of Parameter Influences
Preference Measurement in Complex Product Development ? A Comparison of Two-Staged SEM Approaches
Combination of Distances and Image Features for Clustering Image Data Bases
A Game Theoretic Product Design Approach Considering Stochastic Partworth Functions
Key Success-Determinants of Crowdfunded Projects ? An Exploratory Analysis
Preferences Interdependence among Family Members ? Case III/APIM Approach
Part V Data Analysis in Biostatistics and Bioinformatics: Evaluation for Cell Line Suitability for Disease Specific Perturbation Experiments
Effect of Hundreds Sequenced Genomes on the Classification of Human Papilloma Viruses
Donor Limited Hot Deck Imputation ? A Constrained Optimization Problem
Classification and Data Set Analysis Using Ensembles of Representative Prototype Sets
Event Prediction in Pharyngeal High-Resolution Manometry
Edge Selection in a Noisy Graph by Concept Analysis ? Application to a Genomic Network
Part VI Data Analysis in Education and Psychology: Linear Modelling of Differences in Teacher Judgment Formation of School Tracking Recommendations
Psychometric Challenges in Modeling Scientific Problem-Solving Competency ? An Item Response Theory Approach
The Luxembourg Teacher Databank 1845-1939. Academic Research into the Social History of the Luxembourg Primary School Teaching Staff
Part VII Data Analysis in Musicology: Correspondence Analysis, Cross-Autocorrelation and Clustering in Polyphonic Music
Impact of Frame Size and Instrumentation on Chroma-Based Automatic Chord Recognition
Interpretable Music Categorisation Based on Fuzzy Rules and High-Level Audio Features
Part VIII Data Analysis in Communication and Technology: What is in a Like? Preference Aggregation on the Social Web
Predicting Micro-Level Behavior in Online Communities for Risk Management
Human Performance Profiling While Driving a Sidestick-Controlled Car
Multivariate Landing Page Optimization Using Hierarchical Bayes CBC Analysis
Hellinger Distance Based Feature Construction with Applications to the FACT Experiment
Part IX Data Analysis in Administration and Spatial Planning: Hough Transform and Kirchhoff Migration for Supervised GPR Data Analysis
Application of Hedonic Methods in Modelling Real Estate Prices in Poland
Smart Growth Path as the Basis for the European Union Countries Typology
The Influence of Upper Level NUTS on Lower Level Classification of EU Regions
Part X Data Analysis in Library Science: Multilingual Subject Retrieval ? Bibliotheca Alexandrina?s Subject Authority File and Linked Subject Data
The VuFind Based "MT-Katalog" ? A Customized Music Library Service at the University of Music and Drama Leipzig.