Sequence Learning via Bayesian Clustering by Dynamics

A Bayesian Method for the Induction of Probabilistic Networks from Data

Machine Learning

Bayesian classification (AutoClass): theory and results

Advances in knowledge discovery and data mining

Concepts from time series

AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence

Mixed Memory Markov Models: Decomposing Complex Stochastic Processes as Mixtures of Simpler Ones

Machine Learning

Probabilistic Networks and Expert Systems

Probabilistic Networks and Expert Systems

Abstracting from Robot Sensor Data using Hidden Markov Models

ICML '99 Proceedings of the Sixteenth International Conference on Machine Learning

Multivariate Clustering by Dynamics

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence

Bayesian methods

Intelligent data analysis

Learning the structure of dynamic probabilistic networks

UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence

On the geometry of Bayesian graphical models with hidden variables

UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence