Latent variable models

Modelling high-dimensional data by mixtures of factor analyzers

Computational Statistics & Data Analysis

Projection Pursuit Fitting Gaussian Mixture Models

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition

Self-Organizing Latent Lattice Models for Temporal Gene Expression Profiling

Machine Learning

Learning with mixtures of trees

The Journal of Machine Learning Research

2005 Special Issue: A systems approach to appraisal mechanisms in emotion

Neural Networks - Special issue: Emotion and brain

Service-Oriented Distributed Data Mining

IEEE Internet Computing

Noisy-OR Component Analysis and its Application to Link Analysis

The Journal of Machine Learning Research

Building Blocks for Variational Bayesian Learning of Latent Variable Models

The Journal of Machine Learning Research

Topology perserving mappings using cross entropy adaptation

AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases

Transformations in variational Bayesian factor analysis to speed up learning

Neurocomputing

Ensembles of probabilistic principal surfaces and competitive evolution on data: two different approaches to data classification

ADA'04 Proceedings of the 3rd international conference on Astronomical Data Analysis

Online simulation of emotional interactive behaviors with hierarchical Gaussian process dynamical models

Proceedings of the ACM Symposium on Applied Perception

Cartogram visualization for nonlinear manifold learning models

Data Mining and Knowledge Discovery

A generative model and a generalized trust region Newton method for noise reduction

Computational Optimization and Applications

Naive possibilistic classifiers for imprecise or uncertain numerical data

Fuzzy Sets and Systems