Agnieszka Onisko

Publication Activity (10 Years)

Years Active: 1999-2014
Publications (10 Years): 0

Top Topics

Network Parameters

Diagnostic Systems

Model Based Reasoning

Temporal Reasoning

Top Venues

Artif. Intell. Medicine

Publications

Agnieszka Onisko, Marek J. Druzdzel
Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems. ICAISC (2) (2014)
Agnieszka Onisko, Marek J. Druzdzel
Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems. Artif. Intell. Medicine 57 (3) (2013)
Marek J. Druzdzel, Agnieszka Onisko
The impact of overconfidence bias on practical accuracy of Bayesian network models: an empirical study. BMA (2008)
Carmen Lacave, Agnieszka Onisko, Francisco Javier Díez
Use of Elvira's explanation facility for debugging probabilistic expert systems. Knowl. Based Syst. 19 (8) (2006)
Michael M. Wagner, Garrick L. Wallstrom, Agnieszka Onisko
Issue a Boil-Water Advisory or Wait for Definitive Information? A Decision Analysis. AMIA (2005)
Agnieszka Onisko, Marek J. Druzdzel, Hanna Wasyluk
An Experimental Comparison of Methods for Handling Incomplete Data in Learning Parameters of Bayesian Networks. Intelligent Information Systems (2002)
Agnieszka Onisko, Marek J. Druzdzel, Hanna Wasyluk
Learning Bayesian network parameters from small data sets: application of Noisy-OR gates. Int. J. Approx. Reason. 27 (2) (2001)
Agnieszka Onisko, Peter J. F. Lucas, Marek J. Druzdzel
Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems. AIME (2001)
Agnieszka Onisko, Marek Druzdezel, Hanna Wasyluk
Extension of the HEPAR II Model to Multiple-Disorder Diagnosis. Intelligent Information Systems (2000)
Marek J. Druzdzel, Agnieszka Onisko, Daniel Schwartz, John N. Dowling, Hanna Wasyluk
Knowledge Engineering for Very Large Decision-analytic Medical Models. AMIA (1999)