The Use of Exogenous Knowledge to Learn Bayesian Networks from Incomplete Databases

Progress in Intelligent Data Analysis

Applied Intelligence

Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions

AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making

Multi-modal Reasoning in Diabetic Patient Management

AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making

Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management

ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development

Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients

AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine

References

Intelligent data analysis

Exploring new roles for case-based reasoning in heterogeneous AI systems for medical decision support

Applied Intelligence

Learning Bayesian networks from incomplete databases using a novel evolutionary algorithm

Decision Support Systems

Learning Bayesian network structure from incomplete data without any assumption

DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications

Learning Bayesian networks from incomplete databases

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

Review: learning bayesian networks: Approaches and issues

The Knowledge Engineering Review

Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patients

Artificial Intelligence in Medicine