Inducing Process Models from Continuous Data

ARISTA Causal Knowledge Discovery from Texts

DS '02 Proceedings of the 5th International Conference on Discovery Science

An interactive environment for scientific model construction

Proceedings of the 2nd international conference on Knowledge capture

Reducing overfitting in process model induction

ICML '05 Proceedings of the 22nd international conference on Machine learning

Extracting constraints for process modeling

Proceedings of the 4th international conference on Knowledge capture

Integrating Domain Knowledge in Equation Discovery

Computational Discovery of Scientific Knowledge

Compositional model repositories via dynamic constraint satisfaction with order-of-magnitude preferences

Journal of Artificial Intelligence Research

Learning in rich representations: inductive logic programming and computational scientific discovery

ILP'02 Proceedings of the 12th international conference on Inductive logic programming

Learning declarative bias

ILP'07 Proceedings of the 17th international conference on Inductive logic programming

Equation discovery for model identification in respiratory mechanics of the mechanically ventilated human lung

DS'10 Proceedings of the 13th international conference on Discovery science

Automated discovery of a model for dinoflagellate dynamics

Environmental Modelling & Software

Discovering predictive variables when evolving cognitive models

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I

Checking scientific assumptions by modeling

DS'06 Proceedings of the 9th international conference on Discovery Science

Learning process models with missing data

ECML'06 Proceedings of the 17th European conference on Machine Learning

Inference of hidden variables in systems of differential equations with genetic programming

Genetic Programming and Evolvable Machines