IEEE Intelligent Systems · 2010 · 40 citations · 16 references
ComputingData ScienceBayesian Data AnalysisDynamic Network AnalysisInteraction NetworksNetwork InferenceNetwork ModelingNetwork TheoryTopological ModelingBayesian Dynamic ModelsDynamic Network TopologyHuman InteractionsNetwork-based Interaction AnalysisTopological Map Construction
A Dynamic Bayesian Network model uses the Instantaneous Topological Map algorithm to process couples of observed interacting trajectories. It recognizes human interactions through the analysis of their patterns of movement.
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Dynamic bayesian networks: representation, inference and learning
Kevin P. Murphy, Stuart Russell · 2002 · 2.6K citations