Classification and Clustering -- Issues of robustness and high dimensionality in cluster analysis -- Fuzzy K-medoids clustering models for fuzzy multivariate time trajectories -- Bootstrap methods for measuring classification uncertainty in latent class analysis -- A robust linear grouping algorithm -- Computing and using the deviance with classification trees -- Estimation procedures for the false discovery rate: a systematic comparison for microarray data -- A unifying model for biclustering -- Image Analysis and Signal Processing -- Non-rigid image registration using mutual information -- Musical audio analysis using sparse representations -- Robust correspondence recognition for computer vision -- Blind superresolution -- Analysis of Music Time Series -- Data Visualization -- Tying up the loose ends in simple, multiple, joint correspondence analysis -- 3 dimensional parallel coordinates plot and its use for variable selection -- Geospatial distribution of alcohol-related violence in Northern Virginia -- Visualization in comparative music research -- Exploratory modelling analysis: visualizing the value of variables -- Density estimation from streaming data using wavelets -- Multivariate Analysis -- Reducing conservatism of exact small-sample methods of inference for discrete data -- Symbolic data analysis: what is it? -- A dimensional reduction method for ordinal three-way contingency table -- Operator related to a data matrix: a survey -- Factor interval data analysis and its application -- Identifying excessively rounded or truncated data -- Statistical inference and data mining: false discoveries control -- Is ‘Which model . . .?’ the right question? -- Use of latent class regression models with a random intercept to remove the effects of the overall response rating level -- Discrete functional data analysis -- Self organizing MAPS: understanding, measuring and reducing variability -- Parameterization and estimation of path models for categorical data -- Latent class model with two latent variables for analysis of count data -- Web Based Teaching -- Challenges concerning web data mining -- e-Learning statistics — a selective review -- Quality assurance of web based e-Learning for statistical education -- Algorithms -- Genetic algorithms for building double threshold generalized autoregressive conditional heteroscedastic models of time series -- Nonparametric evaluation of matching noise -- Subset selection algorithm based on mutual information -- Visiting near-optimal solutions using local search algorithms -- The convergence of optimization based GARCH estimators: theory and application -- The stochastics of threshold accepting: analysis of an application to the uniform design problem -- Robustness -- Robust classification with categorical variables -- Multiple group linear discriminant analysis: robustness and error rate.