Marek J. Drużdżel

Learning Bayesian network parameters from small data sets: application of Noisy-OR gates

Agnieszka Oniśko, Marek J. Drużdżel, Hanna Wasyluk · International Journal of Approximate Reasoning · 2001 · 317 citations

Small Data Sets, Bayesian Statistic, Engineering +14

Building probabilistic networks: "Where do the numbers come from?" guest editors' introduction

Marek J. Drużdżel, Linda C. van der Gaag · IEEE Transactions on Knowledge and Data Engineering · 2000 · 264 citations

Artificial Intelligence, Engineering, Probabilistic Networks +24

The Emerging Science of Very Early Detection of Disease Outbreaks

Michael M. Wagner, Fuchiang Tsui, Jeremy U. Espino et al. · Journal of Public Health Management and Practice · 2001 · 232 citations

Epidemiological Dynamic, Diagnosis, Emerging Science +19

SMILE: Structural Modeling, Inference, and Learning Engine and GeNIe: a development environment for graphical decision-theoretic models

Marek J. Drużdżel · National Conference on Artificial Intelligence · 1999 · 209 citations

Artificial Intelligence, Engineering, Model-based Reasoning +25

Elicitation of Probabilities for Belief Networks: Combining Qualitative and Quantitative Information

Marek J. Drużdżel, Linda C. van der Gaag · arXiv (Cornell University) · 2013 · 177 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24