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Index
Cover Frontmatter 1. Invited
Size and Power of Multivariate Outlier Detection Rules Clustering and Prediction of Rankings Within a Kemeny Distance Framework Solving the Minimum Sum of L1 Distances Clustering Problem by Hyperbolic Smoothing and Partition into Boundary and Gravitational Regions
2. Clustering and Unsupervised Learning
On the Number of Modes of Finite Mixtures of Elliptical Distributions Implications of Axiomatic Consensus Properties Comparing Earth Mover’s Distance and its Approximations for Clustering Images A Hierarchical Clustering Approach to Modularity Maximization Mixture Model Clustering with Covariates Using Adjusted Three-Step Approaches Efficient Spatial Segmentation of Hyper-spectral 3D Volume Data Cluster Analysis Based on Pre-specified Multiple Layer Structure Factor PD-Clustering
3. Statistical Data Analysis, Visualization and Scaling
Clustering Ordinal Data via Latent Variable Models Sentiment Analysis of Online Media Visualizing Data in Social and Behavioral Sciences: An Application of PARAMAP on Judicial Statistics Properties of a General Measure of Configuration Agreement Convex Optimization as a Tool for Correcting Dissimilarity Matrices for Regular Minimality Principal Components Analysis for a Gaussian Mixture Interactive Principal Components Analysis: A New Technological Resource in the Classroom One-Mode Three-Way Analysis Based on Result of One-Mode Two-Way Analysis Latent Class Models of Time Series Data: An Entropic-Based Uncertainty Measure Regularization and Model Selection with Categorical Covariates Factor Preselection and Multiple Measures of Dependence Intrablocks Correspondence Analysis Determining the Similarity Between US Cities Using a Gravity Model for Search Engine Query Data
4. Bioinformatics and Biostatistics
An Efficient Algorithm for the Detection and Classification of Horizontal Gene Transfer Events and Identification of Mosaic Genes Complexity Selection with Cross-validation for Lasso and Sparse Partial Least Squares Using High-Dimensional Data A New Effective Method for Elimination of Systematic Error in Experimental High-Throughput Screening Local Clique Merging: An Extension of the Maximum Common Subgraph Measure with Applications in Structural Bioinformatics Identification of Risk Factors in Coronary Bypass Surgery
5. Archaeology and Geography, Psychology and Educational Sciences
Parallel Coordinate Plots in Archaeology Classification of Roman Tiles with Stamp PARDALIVS Applying Location Planning Algorithms to Schools: The Case of Special Education in Hesse (Germany) Detecting Person Heterogeneity in a Large-Scale Orthographic Test Using Item Response Models Linear Logistic Models with Relaxed Assumptions in R
6. Text Mining, Social Networks and Clustering
An Approach for Topic Trend Detection Modified Randomized Modularity Clustering: Adapting the Resolution Limit Cluster It! Semiautomatic Splitting and Naming of Classification Concepts
7. Banking and Finance
A Theoretical and Empirical Analysis of the Black-Litterman Model Vulnerability of Copula-VaR to Misspecification of Margins and Dependence Structure Dynamic Principal Component Analysis: A Banking Customer Satisfaction Evaluation Comparison of Some Chosen Tests of Independence of Value-at-Risk Violations Fundamental Portfolio Construction Based on Mahalanobis Distance Multivariate Modelling of Cross-Commodity Price Relations Along the Petrochemical Value Chain
8. Marketing and Management
Lifestyle Segmentation Based on Contents of Uploaded Images Versus Ratings of Items Optimal Network Revenue Management Decisions Including Flexible Demand Data and Overbooking Non-symmetrical Correspondence Analysis of Abbreviated Hard Laddering Interviews Antecedents and Outcomes of Participation in Social Networking Sites User-Generated Content for Image Clustering and Marketing Purposes Logic Based Conjoint Analysis Using the Commuting Quantum Query Language Product Design Optimization Using Ant Colony And Bee Algorithms: A Comparison
9. Music Classification Workshop
Comparison of Classical and Sequential Design of Experiments in Note Onset Detection Recognising Cello Performers Using Timbre Models A Case Study About the Effort to Classify Music Intervals by Chroma and Spectrum Analysis Computational Prediction of High-Level Descriptors of Music Personal Categories High Performance Hardware Architectures for Automated Music Classification
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