BMAW 2016
Bayesian Modeling Applications Workshop 2016

Table of Contents

• Preface
  
  

Full Papers

• A Risk Calculator for the Pulmonary Arterial Hypertension Based on a Bayesian Network 1-6
  Jidapa Kraisangka , Marek J. Druzdzel , Raymond L. Benza
• Measuring the Risk of Public Contracts Using Bayesian Classifiers 7-13
  Leonardo Jorge Sales , Rommel Novaes Carvalho
• Bayesian Networks on Income Tax Audit Selection - A Case Study of Brazilian Tax Administration 14-20
  Leon Silva , Henrique Rigitano , Rommel Novaes Carvalho , João Carlos Felix Souza
• Target Beliefs for SME-oriented Bayesian Network-based Modeling 21-27
  Robert Schrag , Edward Wright , Robert Kerr , Robert Johnson
• Bayesian Models to Assess Risk of Corruption of Federal Management Units 28-35
  Ricardo Silva Carvalho , Rommel Novaes Carvalho
• The Efficacy of the POMDP-RTI Approach for Early Reading Intervention 36-43
  Umit Tokac , Russell G.Almond
• A Probabilistic Approach for Detection and Analysis of Cognitive Flow 44-53
  Debatri Chatterjee , Aniruddha Sinha , Meghamala Sinha , Sanjoy Kumar Saha

Extended Abstract

• Improving Predictive Accuracy Using Smart-Data rather than Big-Data: A Case Study of Soccer Teams’ Evolving Performance 54-55
  Anthony Constantinou , Norman Fenton

Abstracts of Invited Talks from UAI 2016 Conference

• Scalable Joint Modeling of Longitudinal and Point Process Data for Disease Trajectory Prediction and Improving Management of Chronic Kidney Disease 56
  Joseph Futoma , Mark Sendak , Blake Cameron , Katherine Heller
• Stochastic Portfolio Theory: A Machine Learning Approach 57
  Yves-Laurent Kom Samo , Alexander Vervuurt
• MDPs with Unawareness in Robotics 58
  Nan Rong , Joseph Halpern , Ashutosh Saxena
• Interpretable Policies for Dynamic Product Recommendations 59
  Marek Petrik , Ronny Luss