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
4111997
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
3892000
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
3722001
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
3212001
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
3192000
SMILE: Structural Modeling, Inference, and Learning Engine and GeNIe: a development environment for graphical decision-theoretic models
MJ Druzdzel
Aaai/Iaai, 902-903, 1999
3161999
Elicitation of probabilities for belief networks: Combining qualitative and quantitative information
MJ Druzdzel, LC Van Der Gaag
arXiv preprint arXiv:1302.4943, 2013
2782013
Efficient reasoning in qualitative probabilistic networks
MJ Druzdzel, M Henrion
Proceedings of the 11th National Conference on Artificial Intelligence …, 1993
2051993
Canonical probabilistic models for knowledge engineering
FJ Dıez, MJ Druzdzel
UNED, Madrid, Spain, Technical Report CISIAD-06-01, 2006
1822006
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
1681990
Causality in Bayesian belief networks
MJ Druzdzel, HA Simon
Uncertainty in Artificial Intelligence, 3-11, 1993
1451993
A Hybrid Anytime Algorithm for the Constructiion of Causal Models From Sparse Data
D Dash, MJ Druzdzel
arXiv preprint arXiv:1301.6689, 2013
1352013
An importance sampling algorithm based on evidence pre-propagation
C Yuan, MJ Druzdzel
arXiv preprint arXiv:1212.2507, 2012
1232012
Decision support systems. Encyclopedia of library and information science. A. Kent
MJ Druzdzel, RR Flynn
Marcel Dekker, Inc. Last Login 10 (03), 2010, 1999
1181999
Qualitiative verbal explanations in bayesian belief networks
MJ Druzdzel
AISB QUARTERLY, 43-54, 1996
1181996
Probabilistic reasoning in decision support systems: from computation to common sense
MJ Druzdzel
Carnegie Mellon University, 1993
961993
Verbal expressions of probability in informed consent litigation
JF Merz, MJ Druzdzel, DJ Mazur
Medical Decision Making 11 (4), 273-281, 1991
961991
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
93*2012
Importance sampling algorithms for Bayesian networks: Principles and performance
C Yuan, MJ Druzdzel
Mathematical and Computer Modelling 43 (9-10), 1189-1207, 2006
822006
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
802013
The system can't perform the operation now. Try again later.
Articles 1–20