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Index
Cover
Frontmatter
1. Classification, Cluster Analysis, and Multidimensional Scaling
Fuzzification of Agglomerative Hierarchical Crisp Clustering Algorithms
An EM Algorithm for the Student-t Cluster-Weighted Modeling
Analysis of Distribution Valued Dissimilarity Data
An Overall Index for Comparing Hierarchical Clusterings
An Accelerated K-Means Algorithm Based on Adaptive Distances
Bias-Variance Analysis of Local Classification Methods
Effect of Data Standardization on the Result of k-Means Clustering
A Case Study on the Use of Statistical Classification Methods in Particle Physics
Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data Sets
2. Quantification Theory
Reduced Versus Complete Space Configurations in Total Information Analysis
A Geometrical Interpretation of the Horseshoe Effect in Multiple Correspondence Analysis of Binary Data
Quantification Theory: Reminiscence and a Step Forward
3. Analysis of m-Mode n-Way and Asymmetric Data
Modelling Rater Differences in the Analysis of Three-Way Three-Mode Binary Data
Reconstructing One-Mode Three-way Asymmetric Data for Multidimensional Scaling
Analysis of Car Switching Data by Asymmetric Multidimensional Scaling Based on Singular Value Decomposition
Visualization of Asymmetric Clustering Result with Digraph and Dendrogram
4. Analysis of Visual, Spatial, and Temporal Data
Clustering Temporal Population Patterns in Switzerland (1850–2000)
p-adic Methods in Stereo Vision
Individualized Error Estimation for Classification and Regression Models
Evaluation of Spatial Cluster Detection Algorithms for Crime Locations
Checking Serial Independence of Residuals from a Nonlinear Model
5. Network Data, Graphs, and Social Relationships
Analysis of Network Data Based on Probability Neighborhood Cliques
A Comparison of Agglomerative Hierarchical Algorithms for Modularity Clustering
Network Data as Contiguity Constraints in Modeling Preference Data
Clustering Coefficients of Random Intersection Graphs
Immersive Dynamic Visualization of Interactions in a Social Network
Fuzzy Boolean Network Reconstruction
GIRAN: A Dynamic Graph Interface to Neighborhoods of Related Articles
Power Tags as Tools for Social Knowledge Organization Systems
The Degree Distribution in Random Intersection Graphs
Application of a Community Membership Life Cycle Model on Tag-Based Communities in Twitter
Measuring the Influence of Network Structures on Social Interaction over Time
Identifying Artificial Actors in E-Dating: A Probabilistic Segmentation Based on Interactional Pattern Analysis
6. Text Mining
Calculating a Distributional Similarity Kernel using the Nyström Extension
Text Categorization in R: A Reduced N-Gram Approach
7. Dimension Reduction
HOMALS for Dimension Reduction in Information Retrieval
Feature Reduction and Nearest Neighbours
8. Statistical Musicology
Musical Instrument Recognition by High-Level Features
The Recognition of Consonance Is not Impaired by Intonation Deviations: A Revised Theory
Applying Multiple Kernel Learning to Automatic Genre Classification
Multi-Objective Evaluation of Music Classification
Partition Based Feature Processing for Improved Music Classification
Software in Music Information Retrieval
9. Data Analysis in Banking and Finance
Conditional Factor Models for European Banks
Classification of Large Imbalanced Credit Client Data with Cluster Based SVM
Fault Mining Using Peer Group Analysis
10. Data Analysis in Health and Environment
Discovering Possible Patterns Associations Among Drug Prescriptions
Cluster Analytic Strategy for Identification of Metagenes Relevant for Prognosis of Node Negative Breast Cancer
11. Analysis of Marketing, Conjoint, and Multigroup Data
Image Clustering for Marketing Purposes
PLS-MGA: A Non-Parametric Approach to Partial Least Squares-based Multi-Group Analysis
Love and Loyalty in Car Brands: Segmentation Using Finite Mixture Partial Least Squares
Endogeneity and Exogeneity in Sales Response Functions
Lead User Identification in Conjoint Analysis Based Product Design
Improving the Validity of Conjoint Analysis by Additional Data Collection and Analysis Steps
The Impact of Missing Values on PLS Model Fitting
12. Data Analysis in Education and Psychology
Teachers’ Typology of Student Categories: A Cluster Analytic Study
ECTS Grades: Combination of Norm- and Criterion-Referenced Grading
Students Reading Motivation: A Multilevel Mixture Factor Analysis
13. Analysis of Tourism Data
Short Term Dynamics of Tourist Arrivals: What Do Italian Destinations Have in Common?
A Measure of Polarization for Tourism: Evidence from Italian Destinations
Backmatter
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