Agnieszka Onisko

According to our database, Agnieszka Onisko authored at least 14 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Sensitivity of Bayesian Networks to Errors in Their Structure.

Agnieszka Onisko, Marek J. Druzdzel

Entropy, 2024

Sensitivity of Bayesian Networks to Noise in Their Parameters.

Agnieszka Onisko, Marek J. Druzdzel

Entropy, 2024

2015

Prediction and Prognosis of Health and Disease.

Agnieszka Onisko, Allan Tucker, Marek J. Druzdzel

Proceedings of the Foundations of Biomedical Knowledge Representation, 2015

Dynamic Bayesian Network for Cervical Cancer Screening.

Agnieszka Onisko, R. Marshall Austin

Proceedings of the Foundations of Biomedical Knowledge Representation, 2015

2014

Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems.

Agnieszka Onisko, Marek J. Druzdzel

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems.

Agnieszka Onisko, Marek J. Druzdzel

Artif. Intell. Medicine, 2013

2008

The impact of overconfidence bias on practical accuracy of Bayesian network models: an empirical study.

Marek J. Druzdzel, Agnieszka Onisko

Proceedings of the Sixth UAI Bayesian Modelling Applications Workshop Helsinki, 2008

2006

Use of Elvira's explanation facility for debugging probabilistic expert systems.

Carmen Lacave, Agnieszka Onisko, Francisco Javier Díez

Knowl. Based Syst., 2006

2005

Issue a Boil-Water Advisory or Wait for Definitive Information? A Decision Analysis.

Michael M. Wagner, Garrick L. Wallstrom, Agnieszka Onisko

Proceedings of the AMIA 2005, 2005

2002

An Experimental Comparison of Methods for Handling Incomplete Data in Learning Parameters of Bayesian Networks.

Agnieszka Onisko, Marek J. Druzdzel, Hanna Wasyluk

Proceedings of the Intelligent Information Systems 2002, 2002

2001

Learning Bayesian network parameters from small data sets: application of Noisy-OR gates.

Agnieszka Onisko, Marek J. Druzdzel, Hanna Wasyluk

Int. J. Approx. Reason., 2001

Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems.

Agnieszka Onisko, Peter J. F. Lucas, Marek J. Druzdzel

Proceedings of the Artificial Intelligence Medicine, 2001

2000

Extension of the HEPAR II Model to Multiple-Disorder Diagnosis.

Agnieszka Onisko, Marek Druzdezel, Hanna Wasyluk

Proceedings of the Intelligent Information Systems, 2000

1999

Knowledge Engineering for Very Large Decision-analytic Medical Models.

Marek J. Druzdzel, Agnieszka Onisko, Daniel Schwartz, John N. Dowling, Hanna Wasyluk

Proceedings of the AMIA 1999, 1999