| Classification | |
| Distance-based Kernels for Real-valued Data | |
| Fast Support Vector Machine Classification of Very Large Datasets | |
| Fusion of Multiple Statistical Classifiers | |
| Calibrating Margin-based Classifier Scores into Polychotomous Probabilities | |
| Classification with Invariant Distance Substitution Kernels | |
| Applying the Kohonen Self-organizing Map Networks to Select Variables | |
| Computer Assisted Classification of Brain Tumors | |
| Model Selection in Mixture Regression Analysis - A Monte Carlo Simulation Study | |
| Comparison of Local Classification Methods | |
| Incorporating Domain Specific Information into Gaia Source Classification | |
| Identification of Noisy Variables for Nonmetric and Symbolic Data in Cluster Analysis | |
| Clustering | |
| Families of Dendrograms | |
| Mixture Models in Forward Search Methods for Outlier Detection | |
| On Multiple Imputation Through Finite Gaussian Mixture Models | |
| Mixture Model Based Group Inference in Fused Genotype and Phenotype Data | |
| The Noise Component in Model-based Cluster Analysis | |
| An Artificial Life Approach for Semi-supervised Learning | |
| Hard and Soft Euclidean Consensus Partitions | |
| Rationale Models for Conceptual Modeling | |
| Measures of Dispersion and Cluster-Trees for Categorical Data | |
| Information Integration of Partially Labeled Data | |
| Multidimensional Data Analysis | |
| Data Mining of an On-line Survey - A Market Research Application | |
| Nonlinear Constrained Principal Component Analysis in the Quality Control Framework | |
| Non Parametric Control Chart by Multivariate Additive Partial Least Squares via Spline | |
| Simple Non Symmetrical Correspondence Analysis | |
| Factorial Analysis of a Set of Contingency Tables | |
| Analysis of Complex Data | |
| Graph Mining: Repository vs. Canonical Form | |
| Classification and Retrieval of Ancient Watermarks | |
| Segmentation and Classification of Hyper-Spectral Skin Data | |
| FSMTree: An Efficient Algorithm for Mining Frequent Temporal Patterns | |
| A Matlab Toolbox for Music Information Retrieval | |
| A Probabilistic Relational Model for Characterizing Situations in Dynamic Multi-Agent Systems | |
| 9 Applying the Q[subscript n] Estimator Online | |
| A Comparative Study on Polyphonic Musical Time Series Using MCMC Methods | |
| Collective Classification for Labeling of Places and Objects in 2D and 3D Range Data | |
| Lag or Error? - Detecting the Nature of Spatial Correlation | |
| Exploratory Data Analysis and Tools for Data Analysis | |
| Urban Data Mining Using Emergent SOM | |
| KNIME: The Konstanz Information Miner | |
| A Pattern Based Data Mining Approach | |
| A Framework for Statistical Entity Identification in R | |
| Combining Several SOM Approaches in Data Mining: Application to ADSL Customer Behaviours Analysis | |
| On the Analysis of Irregular Stock Market Trading Behavior | |
| A Procedure to Estimate Relations in a Balanced Scorecard | |
| The Application of Taxonomies in the Context of Configurative Reference Modelling | |
| Two-Dimensional Centrality of a Social Network | |
| Benchmarking Open-Source Tree Learners in R/RWeka | |
| From Spelling Correction to Text Cleaning - Using Context Information | |
| Root Cause Analysis for Quality Management | |
| Finding New Technological Ideas and Inventions with Text Mining and Technique Philosophy | |
| Investigating Classifier Learning Behavior with Experiment Databases | |
| Marketing and Management Science | |
| Conjoint Analysis for Complex Services Using Clusterwise Hierarchical Bayes Procedures | |
| Building an Association Rules Framework for Target Marketing | |
| AHP versus ACA - An Empirical Comparison | |
| 7 On the Properties of the Rank Based Multivariate Exponentially Weighted Moving Average Control Charts | |
| Are Critical Incidents Really Critical for a Customer Relationship? A MIMIC Approach | |
| Heterogeneity in the Satisfaction-Retention Relationship - A Finite-mixture Approach | |
| An Early-Warning System to Support Activities in the Management of Customer Equity and How to Obtain the Most from Spatial Customer Equity Potentials | |
| Classifying Contemporary Marketing Practices | |
| Banking and Finance | |
| Predicting Stock Returns with Bayesian Vector Autoregressive Models | |
| The Evaluation of Venture-Backed IPOs - Certification Model versus Adverse Selection Model, Which Does Fit Better? | |
| Using Multiple SVM Models for Unbalanced Credit Scoring Data Sets | |
| Business Intelligence | |
| Comparison of Recommender System Algorithms Focusing on the New-item and User-bias Problem | |
| Collaborative Tag Recommendations | |
| Applying Small Sample Test Statistics for Behavior-based Recommendations | |
| Text Mining, Web Mining, and the Semantic Web | |
| Classifying Number Expressions in German Corpora | |
| Non-Profit Web Portals - Usage Based Benchmarking for Success Evaluation | |
| Text Mining of Supreme Administrative Court Jurisdictions | |
| Supporting Web-based Address Extraction with Unsupervised Tagging | |
| A Two-Stage Approach for Context-Dependent Hypernym Extraction | |
| Analysis of Dwell Times in Web Usage Mining | |
| New Issues in Near-duplicate Detection | |
| Comparing the University of South Florida Homograph Norms with Empirical Corpus Data | |
| Content-based Dimensionality Reduction for Recommender Systems | |
| Linguistics | |
| The Distribution of Data in Word Lists and its Impact on the Subgrouping of Languages | |
| Quantitative Text Analysis Using L-, F- and T-Segments | |
| Projecting Dialect Distances to Geography: Bootstrap Clustering vs. Noisy Clustering | |
| Structural Differentiae of Text Types - A Quantitative Model | |
| Data Analysis in Humanities | |
| Scenario Evaluation Using Two-mode Clustering Approaches in Higher Education | |
| Visualization and Clustering of Tagged Music Data | |
| Effects of Data Transformation on Cluster Analysis of Archaeometric Data | |
| Fuzzy PLS Path Modeling: A New Tool For Handling Sensory Data | |
| Automatic Analysis of Dewey Decimal Classification Notations | |
| A New Interval Data Distance Based on the Wasserstein Metric | |
| Keywords | |
| Author Index | |
| Table of Contents provided by Blackwell. All Rights Reserved. |
