| Vol-818 urn:nbn:de:0074-818-8 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

- BMAW '11 Full Proceedings

## Table of Contents

- Preface
- Program Committee
- 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

- Author Index

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