Bayesian Nets And Causality: Philosophical And Computational Foundations

A dynamic interaction between machine learning and the philosophy of science

Minds and Machines - Machine learning as experimental philosophy of science

Dispositional versus epistemic causality

Minds and Machines

SR-30 turbojet engine real-time sensor health monitoring using neural networks, and Bayesian belief networks

Applied Intelligence

Bounds for the Loss in Probability of Correct Classification Under Model Based Approximation

The Journal of Machine Learning Research

Belief Flow in Assertion Networks

ICCS '07 Proceedings of the 15th international conference on Conceptual Structures: Knowledge Architectures for Smart Applications

Objective Bayesian probabilistic logic

Journal of Algorithms

Expressing Belief Flow in Assertion Networks

Logic, Language, and Computation

Unifying logical and probabilistic reasoning

ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty