BMAW 2014
Bayesian Modeling Applications Workshop

Table of Contents

• Preface
  
  

Full Papers

• A Comparison of Two MCMC Algorithms for Hierarchical Mixture Models 1-19
  Russell Almond
• Multi-Process Models -- An Application for the Construction of Financial Factor Models 20-30
  Kevin Keane, Jason Corso
• Hydrologic Predictions using Probabilistic Relational Models 31-40
  Max Metzger, Alison O'Connor, David Boutt
• Semantics for Improving Accuracy and Reducing Complexity in Strategic Decision Facilitation Tools 41-47
  Oscar Kipersztok
• Bayesian Network Parameter Learning using EM with Parameter Sharing 48-59
  Erik Reed, Ole Mengshoel
• Using Bayesian Attack Detection Models to Drive Cyber Deception 60-69
  James Jones, Kathryn Laskey
• Using Bayesian Networks to Identify and Prevent Split Purchases in Brazil 70-78
  Rommel Carvalho, Leonardo Sales, Henrique Rocha, Gilson Libório Mendes
• Hierarchical Bayesian Survival Analysis and Projective Covariate Selection in Cardiovascular Event Risk Prediction 79-88
  Tomi Peltola, Aki S. Havulinna, Veikko Salomaa, Aki Vehtari
• Dynamic Bayesian Network Modeling of Vascularization in Engineered Tissues 89-98
  Caner Komurlu, Jinjian Shao, Mustafa Bilgic

Abstracts

• Trade-Based Asset Models for Combinatorial Prediction Markets 99-100
  Wei Sun, Robin Hanson, Kathryn Laskey, Charles Twardy
• An Object-Oriented Dynamic Bayesian Decision Network Model for Grasslands Adaptive Management 101
  Owen Woodberry, Jess Millett-Riley, Steve Sinclair, Ann Nicholson

Additional Material

The entire proceedings can be downloaded as a single PDF file.

We offer a BibTeX file for citing papers of this workshop from LaTeX.