aHUGIN: a system creating adaptive causal probabilistic networks

Adaptive Probabilistic Networks with Hidden Variables

Machine Learning - Special issue on learning with probabilistic representations

A Guide to the Literature on Learning Probabilistic Networks from Data

IEEE Transactions on Knowledge and Data Engineering

A Method of Learning Implication Networks from Empirical Data: Algorithm and Monte-Carlo Simulation-Based Validation

IEEE Transactions on Knowledge and Data Engineering

Gradient Descent Training of Bayesian Networks

ECSQARU '95 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty

Learning probabilistic networks

The Knowledge Engineering Review

Fault diagnosis for airplane engines using Bayesian networks and distributed particle swarm optimization

Parallel Computing

Evaluating Bayesian networks' precision for detecting students' learning styles

Computers & Education

eTeacher: Providing personalized assistance to e-learning students

Computers & Education

Adapting Bayes network structures to non-stationary domains

International Journal of Approximate Reasoning

Probabilistic Methods for Financial and Marketing Informatics

Probabilistic Methods for Financial and Marketing Informatics

Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks

Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks

Challenge: what is the impact of Bayesian networks on learning?

IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1

Leveraging data about users in general in the learning of individual user models

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2

Local learning in probabilistic networks with hidden variables

IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2

Towards a Method for Data Accuracy Assessment Utilizing a Bayesian Network Learning Algorithm

Journal of Data and Information Quality (JDIQ)

Supporting scalable Bayesian networks using configurable discretizer actuators

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms

Update rules for parameter estimation in Bayesian networks

UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence

Parameter adjustment in Bayes networks. the generalized noisy OR-gate

UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence