Spatiotemporal Relational Probability Trees: An Introduction. - Amy McGovern; Nathan C. Hiers; Matthew W. Collier; David John Gagne II; Rodger A. Brown (ICDM, 2008)

Severe Weather Processes through Spatiotemporal Relational Random Forests. - Amy McGovern; Timothy A. Supinie; David John Gagne II; Nathaniel Troutman; Matthew W. Collier; Rodger A. Brown; Jeffrey B. Basara; John K. Williams (CIDU, 2010)

Identifying predictive multi-dimensional time series motifs: an application to severe weather prediction. - Amy McGovern; Derek H. Rosendahl; Rodger A. Brown; Kelvin Droegemeier (Data Min. Knowl. Discov., 2011)

Using spatiotemporal relational random forests to improve our understanding of severe weather processes. - Amy McGovern; David John Gagne II; Nathaniel Troutman; Rodger A. Brown; Jeffrey B. Basara; John K. Williams (Stat. Anal. Data Min., 2011)

Using the XSEDE supercomputing and visualization resources to improve tornado prediction using data mining. - Bradley Pirtle; Ross Kimes; Amy McGovern; Rodger A. Brown (XSEDE, 2012)

Enhanced spatiotemporal relational probability trees and forests. - Amy McGovern; Nathaniel Troutman; Rodger A. Brown; John K. Williams; Jennifer Abernethy (Data Min. Knowl. Discov., 2013)

Enhancing understanding and improving prediction of severe weather through spatiotemporal relational learning. - Amy McGovern; David John Gagne II; John K. Williams; Rodger A. Brown; Jeffrey B. Basara (Mach. Learn., 2014)