Kernels for the Investigation of Localized Spatiotemporal Transitions of Drought with Support Vector Machines. - Matthew W. Collier; Amy McGovern (ICDM Workshops, 2008)

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)