| Classifier Probabilities | p. 3 |
| Cluster Analysis Based on Data Depth | p. 17 |
| An Autonomous Clustering Technique | p. 23 |
| Unsupervised Non-hierarchical Entropy-based Clustering | p. 29 |
| Improving the Additive Tree Representation of a Dissimilarity Matrix Using Reticulations | p. 35 |
| Double Versus Optimal Grade Clusterings | p. 41 |
| The Effects of Initial Values and Covariance Structure on the Recovery of some Clustering Methods | p. 47 |
| What Clusters Are Generated by Normal Mixtures? | p. 53 |
| A Bootstrap Procedure for Mixture Models | p. 59 |
| A New Criterion of Classes Validity | p. 63 |
| Application of Fuzzy Mathematical Morphology for Unsupervised Color Pixels Classification | p. 69 |
| A Hyperbolic Fuzzy [Kappa]-Means Clustering and Algorithm for Neural Networks | p. 77 |
| A Toolkit for Development of the Domain-Oriented Dictionaries for Structuring Document Flows | p. 83 |
| Classification of Single Malt Whiskies | p. 89 |
| Robust Approach in Hierarchical Clustering: Application to the Sectorisation in an Oil Field | p. 95 |
| A Minimax Solution for Sequential Classification Problems | p. 101 |
| Comparison of Ultrametrics Obtained With Real Data, Using the P[subscript L] and VAL[subscript Aw] Coefficients | p. 107 |
| Numerical Comparisons of two Spectral Decompositions for Vertex Clustering | p. 113 |
| Measures to Evaluate Rankings of Classification Algorithms | p. 119 |
| A General Approach to Test the Pertinence of a Consensus Classification | p. 125 |
| On a Class of Aggregation-invariant Dissimilarities Obeying the Weak Huygens' Principle | p. 131 |
| A Short Optimal Way for Constructing Quasi-ultrametrics From Some Particular Dissimilarities | p. 137 |
| Estimating Missing Values in a Tree Distance | p. 143 |
| Estimating Trees From Incomplete Distance Matrices: A Comparison of Two Methods | p. 149 |
| Zero Replacement in Compositional Data Sets | p. 155 |
| EM Algorithm for Partially Known Labels | p. 161 |
| Detection of Company Failure and Global Risk Forecasting | p. 169 |
| Discriminant Analysis by Hierarchical Coupling in EDDA Context | p. 175 |
| Discrete Discriminant Analysis: The Performance of Combining Models by a Hierarchical Coupling Approach | p. 181 |
| Discrimination Based on the Atypicity Index versus Density Function Ratio | p. 187 |
| A Third Stage in Regression Tree Growing: Searching for Statistical Reliability | p. 193 |
| A New Sampling Strategy for Building Decision Trees from Large Databases | p. 199 |
| Generalized Additive Multi-Model for Classification and Prediction | p. 205 |
| Radial Basis Function Networks and Decision Trees in the Determination of a Classifier | p. 211 |
| Clustered Multiple Regression | p. 217 |
| Artificial Neural Networks, Censored Survival Data, Statistical Models | p. 223 |
| Visualisation and Classification with Artificial Life | p. 229 |
| Exploring the Periphery of Data Scatters: Are There Outliers? | p. 235 |
| Discriminant Analysis Tools for Non Convex Pattern Recognition | p. 241 |
| A Markovian Approach to Unsupervised Multidimensional Pattern Classification | p. 247 |
| An Algorithm with Projection Pursuit for Sliced Inverse Regression Model | p. 255 |
| Testing Constraints and Misspecification in VAR-ARCH Models | p. 261 |
| Goodness of Fit Measure based on Sample Isotone Regression of Mokken Double Monotonicity Model | p. 267 |
| Fuzzy Time Arrays and Dissimilarity Measures for Fuzzy Time Trajectories | p. 273 |
| Three-Way Partial Correlation Measures | p. 279 |
| Statistical Models for Social Networks | p. 285 |
| Application of Simulated Annealing in some Multidimensional Scaling Problems | p. 297 |
| Data Analysis Based on Minimal Closed Subsets | p. 303 |
| A Robust Method for Multivariate Regression | p. 309 |
| Robust Methods for Complex Data Structures | p. 315 |
| Robust Methods for Canonical Correlation Analysis | p. 321 |
| From Data Analysis to Data Science | p. 329 |
| Evaluation of Data Quality and Data Analysis | p. 335 |
| Collapsibility and Collapsing Multidimensional Contingency Tables - Perspectives and Implications | p. 341 |
| Data Collected on the Web | p. 347 |
| Some Experimental Surveys on the WWW Environments in Japan | p. 353 |
| Bootstrap Goodness-of-fit Tests for Complex Survey Samples | p. 359 |
| Regression Analysis for Interval-Valued Data | p. 369 |
| Symbolic Approach to Classify Large Data Sets | p. 375 |
| Factorial Methods with Cohesion Constraints on Symbolic Objects | p. 381 |
| A Dynamical Clustering Algorithm for Multi-nominal Data | p. 387 |
| DB2SO: A Software for Building Symbolic Objects from Databases | p. 395 |
| Symbolic Data Analysis and the SODAS Software in Official Statistics | p. 401 |
| Strata Decision Tree SDA Software | p. 409 |
| Marking and Generalization by Symbolic Objects in the Symbolic Official Data Analysis Software | p. 417 |
| List of Reviewers | p. 423 |
| Index | p. 425 |
| Table of Contents provided by Blackwell. All Rights Reserved. |
