Project-Related Presentations
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Robust Induction of Process Models from Time-Series Data. Presented at
the Twentieth International Conference on Machine Learning, August,
2003.
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An Interactive Environment for Scientific Model Construction.
Presented at the Second International Conference on Knowledge Capture,
Sanibel Island, FL, October, 2003.
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Discovering Ecosystem Models from Time-Series Data. Presented at the
Sixth International Conference on Discovery Science, Saporro, Japan,
October, 2003.
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Inducing Explanatory Process Models from Biological Time Series.
Presented at the Ninth Workshop on Intelligent Data Analysis and Data
Mining, Stanford CA, September, 2004.
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Computational Discovery of Explanatory Process Models. Presented at
DIMACS/GERARD Worksop on Computers and Discovery, University of
Montreal, June, 2004.
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Computational Revision of Ecological Process Models. Presented at
Fourth International Workshop on Environmental Applications of Machine
Learning. Bled, Slovenia, September, 2004.
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Computational Discovery of Communicable Scientific Models. Presented
at the AAAI-2005 Workshop on Human Comprehensible Machine Learning,
Pittsburgh, PA, July, 2005.
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Inducing Hierarchical Process Models in Dynamic Domains. Presented
at the Twentieth National Conference on Artificial Intelligence,
Pittsburgh, PA, July, 2005.
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Computational Discovery of Explanatory Process Models. Presented at
the Twenty-Seventh Annual Meeting of the Cognitive Science Society,
Stresa, Italy, July, 2005.
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Reducing Overfitting in Process Model Induction. Presented at the
Twenty-Second International Conference on Machine Learning, Bonn,
Germany, August, 2005.
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Computational Discovery of Explanatory Process Models. Presented at
Dartmouth College, Hanover, VT, January, 2006.
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Computational Discovery of Explanatory Process Models. Presented at
University of California, Merced, CA, March, 2006
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Interactive Environments for Modeling and Decision Support. Presented
at Arizona State University, Tempe, AZ, April, 2006.
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An Interactive Environment for Scientific Model Discovery. Presented
at the NSF Workshop on Innovation, Creativity, and Design, Austin, TX,
December, 2006.
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Extracting Constraints for Process Modeling. Presented at the Fourth
International Conference on Knowledge Capture, Whistler, BC, October,
2007.
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Computational Discovery of Explanatory Process Models. Presented at
the Microsoft Research eScience Workshop, Chapel Hill, NC, October,
2007.
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Challenges for the Computational Discovery of Scientific Knowledge.
Presented at the Workshop on Next-Generation Data Mining, Baltimore,
MD, October, 2007.
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Creativity with Restraint. Presented at the Symposium on Computational
Approaches to Creativity in Science, Stanford University, March, 2008.
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Processes and Constraints in Explanatory Scientific Discovery.
Presented at the Thirtieth Annual Meeting of the Cognitive Science
Society, Washington, DC, July, 2008.
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Computational Discovery of Explanatory Process Models. Presented at
Indiana University, Bloomington, IN, August, 2008.
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Processes and Constraints in Scientific Model Construction. Presented
at the Microsoft Research eScience Workshop, Indianalopis, IN,
December, 2008.
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Computational Support for Ecological Process Modeling. Presented
at the First International Conference on Computational Sustainability.
Cornell University, Ithaca, NY, June, 2009.
For more information, send electronic mail to
langley@isle.org