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BMAW12 Table of Contents

Table of Contents

Using POMDPs to Forecast Kindergarten Students’ Reading Comprehension . . . 1 Russell Almond, Umit Tokac and Stephanie Al Ortaiba

High-Level Information Fusion with Bayesian Semantics . . . 8 Paulo Costa, Kathryn Laskey, Kuochu Chang, Wei Sun, Cheol Park and Shou Matsumoto

Goal-Based Person Tracking Using a First-Order Probabilistic Model . . . 18 Thomas Geier, Stephan Reuter, Klaus Dietmayer and Susanne Biundo

Contrasting Temporal Bayesian Network Models for Analyzing HIV Mutations . . . 26 Pablo Hernandez-Leal, Lindsey Fiedler Cameras, Alma Rios-Flores, Jesus A. Gonzalez and L.

Enrique Sucar

Incorporating Metadata into Dynamic Topic Analysis . . . 34 Tianxi Li, Branislav Kveton, Yu Wu and Ashwin Kashyap

Reactive Bayesian Network Computation using Feedback Control: An Empirical Study . . . 44 Ole Mengshoel, Abe Ishihara and Erik Reed

A State-Transition DBN for Management of Willows in an American Heritage River Catchment . . . 55 Ann Nicholson, Yung En Chee and Pedro Quintana-Ascencio

Conjoint Modeling of Temporal Dependencies in Event Streams . . . 65 Ankur Parikh, Asela Gunawardana and Chris Meek

Topics Over Nonparametric Time: A Supervised Topic Model Using Bayesian Nonparametric

Density Estimation . . . 74 Daniel Walker, Eric Ringger and Kevin Seppi

On Approximate Inference of Dynamic Latent Classification Models for Oil Drilling Monitoring . . . 84 Shengtong Zhong

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