Articles with public access mandates - Rafael CabañasLearn more
Not available anywhere: 4
InferPy: Probabilistic modeling with Tensorflow made easy
R Cabañas, A Salmerón, AR Masegosa
Knowledge-Based Systems 168, 25-27, 2019
Mandates: Government of Spain
Virtual subconcept drift detection in discrete data using probabilistic graphical models
R Cabañas, A Cano, M Gómez-Olmedo, AR Masegosa, S Moral
Information Processing and Management of Uncertainty in Knowledge-Based …, 2018
Mandates: Government of Spain
Using binary trees for the evaluation of influence diagrams
R Cabanas, M Gómez-Olmedo, A Cano
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2016
Mandates: Government of Spain
Heuristics for determining the elimination ordering in the influence diagram evaluation with binary trees
R Cabañas, A Cano, M Gómez-Olmedo, AL Madsen
Twelfth Scandinavian Conference on Artificial Intelligence, 65-74, 2013
Mandates: Government of Spain
Available somewhere: 18
Diversity and generalization in neural network ensembles
LA Ortega, R Cabañas, A Masegosa
International Conference on Artificial Intelligence and Statistics, 11720-11743, 2022
Mandates: Government of Spain
Evaluating interval-valued influence diagrams
R Cabañas, A Antonucci, A Cano, M Gómez-Olmedo
International Journal of Approximate Reasoning 80, 393-411, 2017
Mandates: Government of Spain
Approximate inference in influence diagrams using binary trees
RC de Paz, M Gómez-Olmedo, A Cano
Proceedings of the 6th European Workshop on Probabilistic Graphical Models …, 2012
Mandates: Government of Spain
Probabilistic models with deep neural networks
AR Masegosa, R Cabañas, H Langseth, TD Nielsen, A Salmerón
Entropy 23 (1), 117, 2021
Mandates: Government of Spain
Bounding counterfactuals under selection bias
M Zaffalon, A Antonucci, R Cabanas, D Huber, D Azzimonti
International Conference on Probabilistic Graphical Models, 289-300, 2022
Mandates: Government of Spain
Approximating counterfactual bounds while fusing observational, biased and randomised data sources
M Zaffalon, A Antonucci, R Cabañas, D Huber
International Journal of Approximate Reasoning 162, 109023, 2023
Mandates: European Commission
InferPy: Probabilistic Modeling with Deep Neural Networks Made Easy
J Cózar, R Cabañas, A Salmerón, AR Masegosa
Neurocomputing 415, 408, 2020
Mandates: Government of Spain
Improvements to variable elimination and symbolic probabilistic inference for evaluating influence diagrams
R Cabañas, A Cano, M Gómez-Olmedo, AL Madsen
International Journal of Approximate Reasoning 70, 13-35, 2016
Mandates: Government of Spain
On SPI for evaluating influence diagrams
R Cabanas, AL Madsen, A Cano, M Gómez-Olmedo
Information Processing and Management of Uncertainty in Knowledge-Based …, 2014
Mandates: Government of Spain
Value-based potentials: exploiting quantitative information regularity patterns in probabilistic graphical models
M Gómez-Olmedo, R Cabañas, A Cano, S Moral, OP Retamero
International Journal of Intelligent Systems, 2021
Mandates: Government of Spain
New methods and data structures for evaluating influence diagrams
R Cabañas de Paz
Universidad de Granada, 2017
Mandates: Government of Spain
Variable Elimination for Interval-Valued Influence Diagrams
R Cabanas, A Antonucci, A Cano, M Gómez-Olmedo
Mandates: Government of Spain
Approximate lazy evaluation of influence diagrams
R Cabanas, A Cano, M Gómez-Olmedo, AL Madsen
Advances in Artificial Intelligence: 15th Conference of the Spanish …, 2013
Mandates: Government of Spain
Evaluating asymmetric decision problems with binary constraint trees
R Cabanas, M Gómez-Olmedo, A Cano
Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 12th …, 2013
Mandates: Government of Spain
Probabilistic Models with Deep Neural Networks
AR Masegosa Arredondo, R Cabañas de Paz, H Langseth, TD Nielsen, ...
MDPI, 2021
Mandates: Government of Spain
Probabilistic graphical models with neural networks in inferpy
R Cabañas, J Cózar, A Salmerón, Masegosa, A R.
Proceedings of the 10th International Conference on Probabilistic Graphical …, 2020
Mandates: Government of Spain
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