Scientific Program

Session I: 9:45 - 11:20

09:45-10:00
Welcome
10:00-11:00
Invited Talk: Milos Hauskrecht
Conditional outlier detection for clinical alerting
11:00-11:20
Hector Aviles, Roger Luis, Juan Oropeza, Felipe Orihuela, Ronald Leder, Jorge Hernandez and Enrique Sucar
Gesture Therapy 2.0: Adapting the rehabilitation therapy to the patient progress
11:20 - 11:40: Coffee Break

Session II: 11:40 - 13:00

11:40-12:00
Marco Scutari and Radhakrishnan Nagarajan
On Identifying Significant Edges in Graphical Models
12:00-12:20
Hanen Borchani, Concha Bielza and Pedro Larrañaga
Learning Multi-Dimensional Bayesian Network Classifiers Using Markov Blankets: A Case Study in the Prediction of HIV Protease Inhibitors
12:20-12:40
Pablo Hernandez-Leal, Alma Rios-Flores, Felipe Orihuela-Espina, Santiago Avila-Rios, Gustavo Reyes-Teran, Jesus A. Gonzalez, Eduardo F. Morales and L. Enrique Sucar
Unveiling HIV mutational networks associated to pharmacological selective pressure: a temporal Bayesian approach
12:40-13:00
P. Sarkozy, P. Marx, G. Varga, A. Szekely, Zs. Nemoda, Zs. Demetrovics, M. Sasvari-Szekely and P. Antal
Bayesian data analytic knowledge bases in genetic association studies: Serotonergic and Dopaminergic Polymorphisms in Impulsivity
13:00 - 14:30: Lunch Break

Session III: 14:30 - 16:10

14:30-15:30
Invited Talk: Jesse Davis
Statistical Relational Learning for Clinical Domains
15:30-15:50
Maarten van der Heijden and Peter Lucas
A Probabilistic Logic of Qualitative Time
15:50-16:10
Nicos Angelopoulos and Lodewyk Wessels
Effective priors over model structures applied to DNA binding assay data
16:10 - 16:30: Coffee Break

Session IV: 16:30 - 17:50

16:30-16:50
Martijn Lappenschaar, Arjen Hommersom, Stefan Visscher and Peter Lucas
Modelling Inter-practice Variation of Disease Interactions using Bayesian Networks
16:50-17:10
Barbaros Yet, Zane Perkins, William Marsh and Norman Fenton
Towards a Method of Building Causal Bayesian Networks for Prognostic Decision Support
17:10-17:30
Manuel Arias and Francisco Javier Díez
Cost-effectiveness analysis with influence diagrams
17:30-17:50
Agnieszka Onisko and Marek Druzdzel
Impact of Quality of Bayesian Networks Parameters on Accuracy of Medical Diagnostic Systems: An Empirical Study