[CEUR Workshop Proceedings] Vol-962

Copyright © 2012 for the individual papers by the papers' authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.

BMAW 2012
Bayesian Modeling Applications Workshop

Proceedings of the Ninth UAI Bayesian Modeling Applications Workshop

Catalina Island, United States, August 18, 2012.

Edited by

Ann Nicholson *
John Mark Agosta **
M. Julia Flores ***

* Monash University, Faculty of Information Technology, 3800 Melbourne, Australia
** Toyota ITC, USA
*** University of Castilla-La Mancha, Computing Systems Department, Spain

Full Proceedings

Table of Contents

  1. Using POMDPs to Forecast Kindergarten Students' Reading Comprehension 1-7
    Russell Almond, Umit Tokac, Stephanie Al Ortaiba
  2. High-Level Information Fusion with Bayesian Semantics 8-17
    Paulo Costa, Kathryn Laskey, Kuochu Chang, Wei Sun, Cheol Park, Shou Matsumoto
  3. Goal-Based Person Tracking Using a First-Order Probabilistic Model 18-25
    Thomas Geier, Stephan Reuter, Klaus Dietmayer, Susanne Biundo
  4. Contrasting Temporal Bayesian Network Models for Analyzing HIV Mutations 26-33
    Pablo Hernandez-Leal, Lindsey Fiedler Cameras, Alma Rios-Flores, Jesus A. Gonzalez, L. Enrique Sucar
  5. Incorporating Metadata into Dynamic Topic Analysis 34-43
    Tianxi Li, Branislav Kveton, Yu Wu, Ashwin Kashyap
  6. Reactive Bayesian Network Computation using Feedback Control: An Empirical Study 44-54
    Ole Mengshoel, Abe Ishihara, Erik Reed
  7. A State-Transition DBN for Management of Willows in an American Heritage River Catchment 55-64
    Ann Nicholson, Yung En Chee, Pedro Quintana-Ascencio
  8. Conjoint Modeling of Temporal Dependencies in Event Streams 65-73
    Ankur Parikh, Asela Gunawardana, Chris Meek
  9. Topics Over Nonparametric Time: A Supervised Topic Model Using Bayesian Nonparametric Density Estimation 74-83
    Daniel Walker, Eric Ringger, Kevin Seppi
  10. On Approximate Inference of Dynamic Latent Classification Models for Oil Drilling Monitoring 84-91
    Shengtong Zhong

11-Feb-2013: submitted by Ann Nicholson
12-Feb-2013: published on CEUR-WS.org