Inductive Process Modeling

Publications

. Discovering constraints for inductive process modeling. AAAI, 2012.

PDF Project

. Integrated Systems for Inducing Spatio-temporal Process Models. QR Workshop, 2010.

Project

. Integrated Systems for Inducing Spatio-temporal Process Models. AAAI, 2010.

Preprint Project

. The Induction and Transfer of Declarative Bias. AAAI, 2010.

Preprint Project

. Two Kinds of Knowledge in Scientific Discovery. TopiCS, 2010.

PDF Project

. Supporting the Construction of Dynamic Scientific Models. Tools for Innovation, 2009.

Preprint Project

. An Interdisciplinary Curriculum in Science Informatics. Transform Science, 2009.

Preprint Project

. Processes and Constraints in Scientific Model Construction. Microsoft eScience Workshop, 2008.

Preprint Project Slides Video

. Processes and Constraints in Explanatory Scientific Discovery. 30th CogSci Conference, 2008.

Preprint Project

. Cross-domain Transfer of Constraints for Inductive Process Modeling. AAAI Workshop, 2008.

Preprint PDF Project

. Inductive Process Modeling. Machine Learning, 2008.

Preprint PDF Project

. Extracting Constraints for Process Modeling. K-CAP, 2007.

Preprint PDF Project

. A Constraint Language for Process Model Induction. IPM Workshop, 2007.

Preprint Project

. Learning Declarative Bias. ILP, 2007.

Preprint PDF Project

. From Whiteboard to Model: A Preliminary Analysis. QR Workshop, 2007.

Preprint PDF Project

. A Method for Representing and Developing Process Models. Ecological Complexity, 2007.

Preprint PDF Project

. An Interactive Environment for the Modeling and Discovery of Scientific Knowledge. IJHCS, 2006.

Preprint PDF Project

. Learning Process Models with Missing Data. ECML, 2006.

Preprint PDF Project

. Incorporating Cognitive Principles into Modeling Tools for Scientists. 28th CogSci Conference, 2006.

Preprint Project

. Scientific Reasoning and Artificial Intelligence.. Tech. Report, Stanford University, 2006.

PDF Project

. A Hierarchical Process Model of the Ross Sea Ecosystem. American Geophysical Union, 2006.

Project

. Computational Discovery of Process Models of Aquatic Ecosystems. ESA, 2006.

Project

. Reducing Overfitting in Process Model Induction. ICML, 2005.

Preprint PDF Project

. Inducing Hierarchical Process Models in Dynamic Domains. AAAI, 2005.

Preprint PDF Project