متابعة
Marek J. Druzdzel
Marek J. Druzdzel
University of Pittsburgh, Bialystok University of Technology
بريد إلكتروني تم التحقق منه على pitt.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
On-line student modeling for coached problem solving using Bayesian networks‏
C Conati, AS Gertner, K VanLehn, MJ Druzdzel‏
User Modeling: Proceedings of the Sixth International Conference UM97 Chia …, 1997‏
4631997
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
4342000
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
4052001
The emerging science of very early detection of disease outbreaks‏
MM Wagner, FC Tsui, JU Espino, VM Dato, DF Sitting, RA Caruana, ...‏
Journal of public health management and practice 7 (6), 51-59, 2001‏
3892001
SMILE: Structural Modeling, Inference, and Learning Engine and GeNIe: a development environment for graphical decision-theoretic models‏
MJ Druzdzel‏
Aaai/Iaai, 902-903, 1999‏
3671999
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
3402000
Elicitation of probabilities for belief networks: Combining qualitative and quantitative information‏
MJ Druzdzel, LC Van Der Gaag‏
arXiv preprint arXiv:1302.4943, 2013‏
2962013
Efficient reasoning in qualitative probabilistic networks‏
MJ Druzdzel, M Henrion‏
Proceedings of the 11th National Conference on Artificial Intelligence …, 1993‏
2141993
Canonical probabilistic models for knowledge engineering‏
FJ Dıez, MJ Druzdzel‏
UNED, Madrid, Spain, Technical Report CISIAD-06 1, 2006‏
2022006
Bayesian networks for risk prediction using real-world data: a tool for precision medicine‏
P Arora, D Boyne, JJ Slater, A Gupta, DR Brenner, MJ Druzdzel‏
Value in Health 22 (4), 439-445, 2019‏
1772019
Qualitative propagation and scenario-based approaches to explanation of probabilistic reasoning‏
M Henrion, MJ Druzdzel‏
Uncertainty in Artificial Intelligence 6, 17-32, 1990‏
1761990
Causality in Bayesian belief networks‏
MJ Druzdzel, HA Simon‏
Uncertainty in Artificial Intelligence, 3-11, 1993‏
1731993
A hybrid anytime algorithm for the constructiion of causal models from sparse data‏
D Dash, MJ Druzdzel‏
arXiv preprint arXiv:1301.6689, 2013‏
1502013
An importance sampling algorithm based on evidence pre-propagation‏
C Yuan, MJ Druzdzel‏
arXiv preprint arXiv:1212.2507, 2012‏
1372012
Decision support systems. Encyclopedia of library and information science. A. Kent‏
MJ Druzdzel, RR Flynn‏
Marcel Dekker, Inc. Last Login 10 (03), 2010, 1999‏
1331999
Qualitiative verbal explanations in bayesian belief networks‏
MJ Druzdzel‏
AISB QUARTERLY, 43-54, 1996‏
1251996
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
124*2012
Importance sampling algorithms for Bayesian networks: Principles and performance‏
C Yuan, MJ Druzdzel‏
Mathematical and Computer Modelling 43 (9-10), 1189-1207, 2006‏
1092006
Verbal expressions of probability in informed consent litigation‏
JF Merz, MJ Druzdzel, DJ Mazur‏
Medical Decision Making 11 (4), 273-281, 1991‏
1061991
Probabilistic reasoning in decision support systems: from computation to common sense‏
MJ Druzdzel‏
Carnegie Mellon University, 1993‏
1011993
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مقالات 1–20