Marek J. Druzdzel
Title
Cited by
Cited by
Year
On-line student modeling for coached problem solving using Bayesian networks
C Conati, AS Gertner, K VanLehn, MJ Druzdzel
User Modeling, 231-242, 1997
3971997
Building probabilistic networks:" Where do the numbers come from?"
MJ Druzdzel, LC Van Der Gaag
IEEE Transactions on knowledge and data engineering 12 (4), 481-486, 2000
3762000
The emerging science of very early detection of disease outbreaks
MM Wagner, FC Tsui, JU Espino, VM Dato, DF Sittig, RA Caruana, ...
Journal of public health management and practice 7 (6), 51-59, 2001
3622001
AIS-BN: An adaptive importance sampling algorithm for evidential reasoning in large Bayesian networks
J Cheng, MJ Druzdzel
Journal of Artificial Intelligence Research 13, 155-188, 2000
3062000
SMILE: Structural Modeling, Inference, and Learning Engine and GeNIe: a development environment for graphical decision-theoretic models
MJ Druzdzel
Aaai/Iaai, 902-903, 1999
3051999
Learning Bayesian network parameters from small data sets: Application of Noisy-OR gates
A Oniśko, MJ Druzdzel, H Wasyluk
International Journal of Approximate Reasoning 27 (2), 165-182, 2001
3012001
Elicitation of probabilities for belief networks: Combining qualitative and quantitative information
MJ Druzdzel, LC Van Der Gaag
arXiv preprint arXiv:1302.4943, 2013
2702013
Efficient reasoning in qualitative probabilistic networks
MJ Druzdzel, M Henrion
Proceedings of the 11th National Conference on Artificial Intelligence …, 1993
2021993
Canonical probabilistic models for knowledge engineering
FJ Dıez, MJ Druzdzel
UNED, Madrid, Spain, Technical Report CISIAD-06-01, 2006
1762006
Qualtitative propagation and scenario-based scheme for exploiting probabilistic reasoning
M Henrion, MJ Druzdzel
Proceedings of the Sixth Annual Conference on Uncertainty in Artificial …, 1990
1641990
Causality in Bayesian belief networks
MJ Druzdzel, HA Simon
Uncertainty in Artificial Intelligence, 3-11, 1993
1391993
A Hybrid Anytime Algorithm for the Constructiion of Causal Models From Sparse Data
D Dash, MJ Druzdzel
arXiv preprint arXiv:1301.6689, 2013
1322013
Qualitiative verbal explanations in bayesian belief networks
MJ Druzdzel
AISB QUARTERLY, 43-54, 1996
1171996
An importance sampling algorithm based on evidence pre-propagation
C Yuan, MJ Druzdzel
arXiv preprint arXiv:1212.2507, 2012
1152012
Decision support systems. Encyclopedia of library and information science. A. Kent
MJ Druzdzel, RR Flynn
Marcel Dekker, Inc. Last Login 10 (03), 2010, 1999
1141999
Probabilistic reasoning in decision support systems: from computation to common sense
MJ Druzdzel
Carnegie Institute of Technology, 1993
951993
Knowledge engineering for Bayesian networks: How common are noisy-MAX distributions in practice?
A Zagorecki, MJ Druzdzel
IEEE Transactions on Systems, Man, and Cybernetics: Systems 43 (1), 186-195, 2012
90*2012
Verbal expressions of probability in informed consent litigation
JF Merz, MJ Druzdzel, DJ Mazur
Medical Decision Making 11 (4), 273-281, 1991
861991
Importance sampling algorithms for Bayesian networks: Principles and performance
C Yuan, MJ Druzdzel
Mathematical and Computer Modelling 43 (9-10), 1189-1207, 2006
842006
Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems
A Oniśko, MJ Druzdzel
Artificial intelligence in medicine 57 (3), 197-206, 2013
732013
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Articles 1–20