[CEUR Workshop Proceedings] Vol-818

Copyright © 2011 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 2011
Bayesian Modeling Applications Workshop

Proceedings of the Eighth UAI Bayesian Modeling Applications Workshop (UAI-AW 2011)

Barcelona, Spain, 14th July, 2011.

Edited by

Ann Nicholson *

* Monash University, Faculty of Information Technology, 3800 Melbourne, Australia

Full Proceedings

Table of Contents

  1. Real-Time Event Recognition from Video Via a ``Bag-of-Activities'' 1-8
    Rolf Baxter, Neil M. Robertson, David Lane
  2. Ontology-Based Generation of Object Oriented Bayesian Networks 9-17
    Mouna Ben Ishak, Philippe Leray, Nahla Ben Amor
  3. Building a Real-Time System for High-Level Perception 18-25
    Denver Dash, Long Quoc Tran
  4. Constructing Bayesian Networks for Linear Dynamic Systems 26-33
    Sander Evers, Peter J.F. Lucas
  5. Exploratory Network Analysis of Large Social Science Questionnaires 34-42
    Robert J. B. Goudie, Sach Mukherjee, Frances Griffiths
  6. Constructing a Dynamic Bayes Net Model of Academic Advising 43-49
    Joshua T. Guerin, Judy Goldsmith
  7. Context-Dependent Incremental Intention Recognition through Bayesian Network Model Construction 50-58
    The Anh Han, Luis Moniz Pereira
  8. Using Bayesian Belief Networks for Modeling of Communication Service Provider Businesses 59-67
    Pekka Kekolahti
  9. Requirements for Developing Strategic Decision Facilitation and Event Prediction Tools 68-74
    Oscar Kipersztok
  10. Modeling Dynamic Systems with Memory: What Is the Right Time-Order? 75-82
    Anna Lupinska-Dubicka, Marek J. Druzdzel
  11. A Decision Support-System for the Mediastinal Staging of Non-Small Cell Lung Cancer 83-90
    Manuel Luque, Francisco Javier Diez, Carlos Disdier
  12. Using Tree Augmented Naive Bayesian Classifiers to Improve Engine Fault Models 91-98
    Daniel L.C. Mack, Gautam Biswas, Xenofon D. Koutsoukos, Dinkar Mylaraswamy
  13. Anomaly Detection in Vessel Tracks using Bayesian networks 99-107
    Steven Mascaro, Kevin B. Korb, Ann E. Nicholson
  14. ABC-BN: A Tool for Building, Maintaining and Using Bayesian Networks in an Environmental Management Application 108-116
    Ann E. Nicholson, Owen Woodberry, Steven Mascaro, Alicia Lucas, Adrian Moorrees, Kevin B. Korb
  15. Does Query-Based Diagnostics Work? 117-124
    Parot Ratnapinda, Marek J. Druzdzel
  16. A Web-Based Tool for Expert Elicitation in Distributed Teams 125-133
    Carlo Spaccasassi, Lea Deleris

14-Dec-2011: submitted by Ann Nicholson
14-Dec-2011: published on CEUR-WS.org