• Synthetic data: README-synth.txt and synthetic data (21 KB)
• Crop yield: README.txt and remote sensing and crop yield data (14.5 MB)
• The remote sensing data consists of MODIS data distributed by the Land Processes Distributed Active Archive Center (LP DAAC), located at the U.S. Geological Survey (USGS) Center for Earth Resources Observation and Science (EROS). The crop yield data is courtesy of USDA records, provided by the National Agricultural Statistics Service (NASS).

Papers

	Kiri L. Wagstaff, Terran Lane, and Alex Roper. Multiple-Instance Regression with Structured Data. Proceedings of the 4th International Workshop on Mining Complex Data, December 2008. Download PDF (CL #08-3940) The data sets used in this paper are listed above.
	Kiri L. Wagstaff and Terran Lane. Salience Assignment for Multiple-Instance Regression. ICML 2007 Workshop on Constrained Optimization and Structured Output Spaces, June 2007. Download PDF (CL #07-1809) You can download the crop yield data sets (14.5 MB) used in the paper. You may wish to view the README.txt file, which is also included in the .tar.gz archive.
	Dominic Mazzoni, Kiri L. Wagstaff, and Michael Burl. Active Learning with Irrelevant Examples. Proceedings of the Seventeenth European Conference on Machine Learning, September 2006. Download PDF (CL #06-1838)
	Kiri L. Wagstaff and Dominic Mazzoni. Recent HARVIST Results: Classifying Crops from Remote Sensing Data. Proceedings of the Second NASA Data Mining Workshop, May 2006. Download PDF (CL #06-2015)
	Kiri L. Wagstaff, Dominic Mazzoni, and Stephan Sain. HARVIST: A System for Agricultural and Weather Studies Using Advanced Statistical Models. Proceedings of the Earth-Sun Systems Technology Conference, June 2005. Download PDF (CL #05-1370)

Reports

	Kiri L. Wagstaff, Dominic Mazzoni, and Stephan Sain. HARVIST FY'07 Annual Report, September 2007. Download PDF (CL #08-4350)
	Kiri L. Wagstaff, Dominic Mazzoni, Stephan Sain, Kurt Cordle, Michael Kocurek, Lucas Scharenbroich, and Tim Stough. HARVIST FY'06 Annual Report, October 2006. Download PDF (CL #08-4748)
	Kiri L. Wagstaff, Dominic Mazzoni, and Stephan Sain. HARVIST FY'05 Annual Report, September 2005. Download PDF (CL #05-3101)