Linda C. van der Gaag
Linda C. van der Gaag
Senior researcher, Dalle Molle Institute for Artificial Intelligence Research, Lugano, Switzerland
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Building probabilistic networks: " Where do the numbers come from?"
MJ Druzdel, LC van der Gaag
IEEE Transactions on Knowledge and Data Engineering 12 (4), 481-486, 2000
3682000
Bayesian networks in biomedicine and health-care
PJF Lucas, LC van der Gaag, A Abu-Hanna
Artificial Intelligence in Medicine 30 (3), 201-214, 2004
3292004
Principles of Expert Systems
PJF Lucas, LC van der Gaag
Addison-Wesley, Wokingham, 1991
2831991
Elicitation of probabilities for belief networks: Combining qualitative and quantitative information
MJ Druzdzel, LC van der Gaag
UAI 1995: Uncertainty in Artificial Intelligence, 141-148, 1995
258*1995
Probabilities for a probabilistic network: a case study in oesophageal cancer
LC van der Gaag, S Renooij, CLM Witteman, BMP Aleman, BG Taal
Artificial Intelligence in Medicine 25 (2), 123-148, 2002
1932002
How to elicit many probabilities
LC van der Gaag, S Renooij, CLM Witteman, BMP Aleman, BG Taal
UAI 1999: Uncertainty in Artificial Intelligence, 647-654, 1999
162*1999
Properties of sensitivity analysis of Bayesian belief networks
VMH Coupé, LC van der Gaag
Annals of Mathematics and Artificial Intelligence 36 (4), 323-356, 2002
1532002
Making sensitivity analysis computationally efficient
U Kjærulff, LC van der Gaag
UAI 2000: Uncertainty in Artificial Intelligence, 317-325, 2000
133*2000
Bayesian belief networks: odds and ends
LC van der Gaag
The Computer Journal 39 (2), 97-113, 1996
1081996
Learning Bayesian network parameters under order constraints
A Feelders, LC van der Gaag
International Journal of Approximate Reasoning 42 (1), 37-53, 2006
982006
Multi-dimensional Bayesian network classifiers
LC van der Gaag, PR de Waal
PGM 2006: Workshop on Probabilistic Graphical Models, 107-114, 2006
952006
A dynamic Bayesian network for diagnosing ventilator-associated pneumonia in ICU patients
T Charitos, LC van der Gaag, S Visscher, KAM Schurink, PJF Lucas
Expert Systems with Applications 36 (2), 1249-1258, 2009
942009
Sensitivity analysis: an aid for belief-network quantification
VMH Coupé, LC van der Gaag, JDF Habbema
Knowledge Engineering Review 15 (3), 215-232, 2000
88*2000
Building Bayesian networks through ontologies
EM Helsper, LC van der Gaag
ECAI 2002: European Conference on Artificial Intelligence, 2002
832002
Visual exploration of uncertainty in remote-sensing classification
FJM van der Wel, LC van der Gaag, BGH Gorte
Computers & Geosciences 24 (4), 335-343, 1998
801998
Inference and learning in multi-dimensional Bayesian network classifiers
P de Waal, LC van der Gaag
ECSQARU 2007: Proceedings of the 9th European Conference on Symbolic and …, 2007
652007
The necessity of bounded treewidth for efficient inference in Bayesian networks
JHP Kwisthout, HL Bodlaender, LC van der Gaag
ECAI 2010: Proceedings of the 19th European Conference on Artificial …, 2010
602010
Sensitivity analysis of probabilistic networks
LC van der Gaag, S Renooij, VMH Coupé
Advances in Probabilistic Graphical Models, 103-124, 2007
592007
Analysing sensitivity data from probabilistic networks
LC van der Gaag, S Renooij
UAI 2001: Uncertainty in Artificial Intelligence, 530-537, 2001
55*2001
A skeleton-based approach to learning Bayesian networks from data
S van Dijk, LC van der Gaag, D Thierens
PKDD 2003: Knowledge Discovery in Databases, 132-143, 2003
54*2003
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