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