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» Spatiotemporal Relational Probability Trees: An Introduction
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ICDM
2008
IEEE
106views Data Mining» more  ICDM 2008»
13 years 11 months ago
Spatiotemporal Relational Probability Trees: An Introduction
Amy McGovern, Nathan C. Hiers, Matthew W. Collier,...
ICDM
2009
IEEE
113views Data Mining» more  ICDM 2009»
13 years 11 months ago
Spatiotemporal Relational Random Forests
Abstract—We introduce and validate Spatiotemporal Relational Random Forests, which are random forests created with spatiotemporal relational probability trees. We build on the do...
Timothy A. Supinie, Amy McGovern, John Williams, J...
ICDM
2009
IEEE
112views Data Mining» more  ICDM 2009»
13 years 11 months ago
Spatio-temporal Multi-dimensional Relational Framework Trees
—The real world is composed of sets of objects that move and morph in both space and time. Useful concepts can be defined in terms of the complex interactions between the multi-...
Matthew Bodenhamer, Samuel Bleckley, Daniel Fennel...