Keyword:Bayesian networks

Publications
Causal Discovery by Interventions via Integer Programming Abdelmonem Elrefaey and Rong Pan EasyChair Preprint 15559
Predictive Models for Dynamic Causal Relationships in Network Structures Wayzman Kolawole EasyChair Preprint 15030
Simple Maternity Search with Bayesian Networks Marina Andrade and Manuel Alberto M. Ferreira EasyChair Preprint 9970
The Problem of Civil and Criminal Identification - Bayesian Networks Approach Marina Andrade and Manuel Alberto M. Ferreira EasyChair Preprint 8360
Continuous Model Evaluation and Adaptation to Distribution Shifts: a Probabilistic Self-Supervised Approach Gregor Pavlin, Pieter de Villiers, Kathryn Laskey, Franck Mignet and Lennard Jansen EasyChair Preprint 8303
Civil and Criminal Identification Through Bayesian Networks Approach Marina Andrade and Manuel Alberto M. Ferreira EasyChair Preprint 7962
Civil Identification with DNA Profiles Databases Using Bayesian Networks Marina Andrade and Manuel Alberto M. Ferreira EasyChair Preprint 7898
Investigation of a Crime Scene with Two Victims and a Perpetrator Through DNA Traces Marina Andrade and Manuel Alberto M. Ferreira EasyChair Preprint 7897
Realising the Potential for ML from Electronic Health Records Haoyuan Zhang, D. William R. Marsh, Norman Fenton and Martin Neil EasyChair Preprint 5442
Causal Bayesian Networks for Medical Diagnosis: A Case Study in Rheumatoid Arthritis Ali Fahmi, Amy MacBrayne, Evangelia Kyrimi, Scott Mclachlan, Frances Humby, William Marsh and Costantino Pitzalis EasyChair Preprint 4625
Real-time Online Probabilistic Medical Computation using Bayesian Networks Scott Mclachlan, Haydn Paterson, Kudakwashe Dube, Evangelia Kyrimi, Eugene Dementiev, Martin Neil, Bridget Daley, Graham Hitman and Norman Fenton EasyChair Preprint 2744
Introducing Quality Models Based On Joint Probabilities Maria Ulan, Welf Löwe, Morgan Ericsson and Anna Wingkvist EasyChair Preprint 128
Discovering Causal Relations in Semantically-Annotated Probabilistic Business Process Diagrams Hector Ceballos and Francisco Cantu In:GCAI-2018. 4th Global Conference on Artificial Intelligence
An improved diagnostic method for probabilistic consistency-based diagnosis Marcos Luiz de Paula Bueno, Arjen Hommersom and Peter Lucas In:28th International Workshop on Principles of Diagnosis (DX'17)
Maximum likelihood pedigree reconstruction using integer programming James Cussens In:WCB10. Workshop on Constraint Based Methods for Bioinformatics