Agnieszka Onisko

14 papers B 1Misc 2Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Sensitivity of Bayesian Networks to Errors in Their Structure.
Entropy
Agnieszka Onisko, Marek J. Druzdzel
2024 J jnl
Sensitivity of Bayesian Networks to Noise in Their Parameters.
Entropy
Agnieszka Onisko, Marek J. Druzdzel
2015 — ch.
Dynamic Bayesian Network for Cervical Cancer Screening.
Foundations of Biomedical Knowledge Representation
Agnieszka Onisko, R. Marshall Austin
2015 — ch.
Prediction and Prognosis of Health and Disease.
Foundations of Biomedical Knowledge Representation
Agnieszka Onisko, Allan Tucker, Marek J. Druzdzel
2014 — conf
Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems.
ICAISC (2)
Agnieszka Onisko, Marek J. Druzdzel
2013 J jnl
Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems.
Artif. Intell. Medicine
Agnieszka Onisko, Marek J. Druzdzel
2008 — conf
The impact of overconfidence bias on practical accuracy of Bayesian network models: an empirical study.
BMA
Marek J. Druzdzel, Agnieszka Onisko
2006 J jnl
Use of Elvira's explanation facility for debugging probabilistic expert systems.
Knowl. Based Syst.
Carmen Lacave, Agnieszka Onisko, Francisco Javier Díez
2005 Misc conf
Issue a Boil-Water Advisory or Wait for Definitive Information? A Decision Analysis.
AMIA
Michael M. Wagner, Garrick L. Wallstrom, Agnieszka Onisko
2002 — conf
An Experimental Comparison of Methods for Handling Incomplete Data in Learning Parameters of Bayesian Networks.
Intelligent Information Systems
Agnieszka Onisko, Marek J. Druzdzel, Hanna Wasyluk
2001 B conf
Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems.
AIME
Agnieszka Onisko, Peter J. F. Lucas, Marek J. Druzdzel
2001 J jnl
Learning Bayesian network parameters from small data sets: application of Noisy-OR gates.
Int. J. Approx. Reason.
Agnieszka Onisko, Marek J. Druzdzel, Hanna Wasyluk
2000 — conf
Extension of the HEPAR II Model to Multiple-Disorder Diagnosis.
Intelligent Information Systems
Agnieszka Onisko, Marek Druzdezel, Hanna Wasyluk
1999 Misc conf
Knowledge Engineering for Very Large Decision-analytic Medical Models.
AMIA
Marek J. Druzdzel, Agnieszka Onisko, Daniel Schwartz, John N. Dowling, Hanna Wasyluk