1. AN APPROXIMATE EXPECTATION - MAXIMIZATION LIKE APPROACH TO SPATIO - TEMPORAL BELIEF - PROPAGATION FOR MOVING OBJECT DETECTION Open Access Author: Rengarajan, Bharath Title: AN APPROXIMATE EXPECTATION - MAXIMIZATION LIKE APPROACH TO SPATIO - TEMPORAL BELIEF - PROPAGATION FOR MOVING OBJECT DETECTION Graduate Program: Electrical Engineering Keywords: Moving Object DetectionMarkov Random FieldBelief PropagationExpectation Maximization File: Download Bharath_Rengarajan_Thesis.pdf Committee Members: Dr Robert Collins, Thesis Advisor/Co-AdvisorDr Robert Collins, Thesis Advisor/Co-AdvisorDr David Miller, Thesis Advisor/Co-Advisor
2. Joint Parsimonious Modeling and Model Order Selection for Multivariate Gaussian Mixtures Open Access Author: Markley, Scott Conrad Title: Joint Parsimonious Modeling and Model Order Selection for Multivariate Gaussian Mixtures Graduate Program: Electrical Engineering Keywords: Expectation MaximizationModel Order SelectionBayesian Information CriterionMultivariate Gaussian File: Download ScottMarkley-Thesis.pdf Committee Members: David Jonathan Miller, Thesis Advisor/Co-AdvisorDavid Jonathan Miller, Thesis Advisor/Co-Advisor
3. DENSITY ESTIMATION AND MODAL BASED METHOD FOR HAPLOTYPING AND RECOMBINATION Open Access Author: Mao, Xianyun Title: DENSITY ESTIMATION AND MODAL BASED METHOD FOR HAPLOTYPING AND RECOMBINATION Graduate Program: Statistics Keywords: Expectation MaximizationDensity EstimatorGenetics File: Download phd.pdf Committee Members: Bruce G Lindsay, Dissertation Advisor/Co-AdvisorBruce G Lindsay, Committee Chair/Co-ChairNaomi S Altman, Committee MemberYu Zhang, Committee MemberStephen Wade Schaeffer, Committee Member