Will Bridewell

Artificial intelligence, scientific discovery, transfer learning, inductive process modeling, causal-temporal data mining, anomaly-driven theory revision, ecoinformatics

Computational Induction of Scientific Process Models

Bridewell, W., Langley, P., Todorovski, L., & Džeroski, S. (2008). Inductive process modeling. Machine Learning, 71, 1–32.
Download the PDF.
View at SpringerLink

Bridewell, W., Borrett, S., & Todorovski, L. (2007). Extracting constraints for process modeling. Proceedings of the Fourth International Conference on Knowledge Capture, 87–94.
Download a draft PDF.

Bridewell, W., & Todorovski, L. (2007). Learning declarative bias. Proceedings of the Seventeenth International Conference on Inductive Logic Programming, 63–77.
Download a draft PDF

Borrett, S.R., Bridewell, W., Langley, P., & Arrigo, K.R. (2007). A method for representing and developing process models. Ecological Complexity, 4, 1–12.
Download from arXiv
Download from ScienceDirect

The Symposium on Computational Approaches to Creativity in Science
March 29th and 30th at Stanford University (2008)

The First International Workshop on the Induction of Process Models
June 24th at Oregon State University (ICML 2007)

I am the devil, because there is no god.

-- Marvin Minsky, AI@50, Dartmouth College, 2006