Results 131 to 140 of about 2,142,393 (151)

Probability-Possibility Transformations: Application to Credal Networks

2015
This paper deals with belief graphical models and probability-possibility transformations. It first analyzes some properties of transforming a credal network into a possibilistic one. In particular, we are interested in satisfying some properties of probability-possibility transformations like dominance and order preservation.
Benferhat, Salem, Levray, Amélie, Tabia, Karim   +2 more
openaire   +3 more sources

Markov conditions and factorization in logical credal networks

International Journal of Approximate Reasoning
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Fábio G. Cozman, Radu Marinescu 0002, Junkyu Lee 0001, Alexander G. Gray, Ryan Riegel, Debarun Bhattacharjya   +5 more
openaire   +1 more source

Reliable Knowledge-Based Adaptive Tests by Credal Networks

2017
An adaptive test is a computer-based testing technique which adjusts the sequence of questions on the basis of the estimated ability level of the test taker. We suggest the use of credal networks, a generalization of Bayesian networks based on sets of probability mass functions, to implement adaptive tests exploiting the knowledge of the test developer
Francesca Mangili, Claudio Bonesana, Alessandro Antonucci 0001   +2 more
openaire   +2 more sources

Robust data-driven human reliability analysis using credal networks

Reliability Engineering and System Safety, 2022
Hector Diego Estrada-Lugo, Michael Beer, Edoardo Patelli   +2 more
exaly  

Safety risk assessment of metro construction under epistemic uncertainty: An integrated framework using credal networks and the EDAS method

Applied Soft Computing Journal, 2021
Hongyu Zhang, Jian-Qiang Wang, Wenhui Hou   +2 more
exaly  

An open toolbox for the reduction, inference computation and sensitivity analysis of Credal Networks

Advances in Engineering Software, 2018
Michael Beer, Edoardo Patelli, Silvia Tolo   +2 more
exaly  

Abductive Reasoning in Logical Credal Networks

Advances in Neural Information Processing Systems 37
Radu Marinescu 0002, Junkyu Lee 0001, Debarun Bhattacharjya, Fábio G. Cozman, Alexander G. Gray   +4 more
openaire   +2 more sources

Decision-theoretic specification of credal networks: A unified language for uncertain modeling with sets of Bayesian networks

International Journal of Approximate Reasoning, 2008
Alessandro Antonucci, Marco Zaffalon
exaly  

Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks

International Journal of Approximate Reasoning, 2007
Andres Cano, Joaquin Abellan, Serafin Moral   +2 more
exaly  

Credal networks under epistemic irrelevance: The sets of desirable gambles approach

International Journal of Approximate Reasoning, 2015
Gert De Cooman, Jasper de Bock
exaly