Learning mixture models using a genetic version of the EM algorithm

Recognizing Imprecisely Localized, Partially Occluded, and Expression Variant Faces from a Single Sample per Class

IEEE Transactions on Pattern Analysis and Machine Intelligence

Genetic-Based EM Algorithm for Learning Gaussian Mixture Models

IEEE Transactions on Pattern Analysis and Machine Intelligence

A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model

Pattern Recognition Letters

A constraint-based evolutionary learning approach to the expectation maximization for optimal estimation of the hidden Markov model for speech signal modeling

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing

Learning mixture models via component-wise parameter smoothing

Computational Statistics & Data Analysis

Data classification with a generalized Gaussian components based density estimation algorithm

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Learning Gaussian mixture models with entropy-based criteria

IEEE Transactions on Neural Networks

Improving motif refinement using hybrid expectation maximization and random projection

ISB '10 Proceedings of the International Symposium on Biocomputing

Mixed-coded evolutionary algorithm for Gaussian mixture maximum likelihood clustering with model selection

Proceedings of the 12th annual conference on Genetic and evolutionary computation

Deterministic local alignment methods improved by a simple genetic algorithm

Neurocomputing

Dual stream speech recognition using articulatory syllable models

International Journal of Speech Technology

ACO-based BW algorithm for parameter estimation of hidden Markov models

International Journal of Computer Applications in Technology

Maximum likelihood estimation of Gaussian mixture models using stochastic search

Pattern Recognition

A variable initialization approach to the EM algorithm for better estimation of the parameters of hidden markov model based acoustic modeling of speech signals

ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining

Using evolutionary algorithms for model-based clustering

Pattern Recognition Letters

Learning symbolic representations of hybrid dynamical systems

The Journal of Machine Learning Research