Articles with public access mandates - Andres R. MasegosaLearn more
Not available anywhere: 9
Bagging schemes on the presence of class noise in classification
J Abellán, AR Masegosa
Expert Systems with Applications 39 (8), 6827-6837, 2012
Mandates: Government of Spain
New skeleton-based approaches for Bayesian structure learning of Bayesian networks
AR Masegosa, S Moral
Applied Soft Computing 13 (2), 1110-1120, 2013
Mandates: Government of Spain
Imprecise classification with credal decision trees
J Abellan, AR Masegosa
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2012
Mandates: Government of Spain
A Bayesian stochastic search method for discovering Markov boundaries
AR Masegosa, S Moral
Knowledge-Based Systems 35, 211-223, 2012
Mandates: Government of Spain
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
International Conference on Information Processing and Management of …, 2018
Mandates: Government of Spain
Learning with Bayesian networks and probability trees to approximate a joint distribution
A Cano, M Gómez-Olmedo, SMA Masegosa
2011 11th International Conference on Intelligent Systems Design and …, 2011
Mandates: Government of Spain
Locally averaged bayesian dirichlet metrics
A Cano, M Gómez-Olmedo, AR Masegosa, S Moral
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2011
Mandates: Government of Spain
Comparing two multinomial samples using hierarchical Bayesian models
AR Masegosa, A Torres, M Morales, A Salmerón
Progress in Artificial Intelligence 9 (2), 145-154, 2020
Mandates: Government of Spain
Available somewhere: 26
Learning under Model Misspecification: Applications to Variational and Ensemble methods
A Masegosa
Advances in Neural Information Processing Systems 33, 2020
Mandates: Government of Spain
A method for integrating expert knowledge when learning Bayesian networks from data
A Cano, AR Masegosa, S Moral
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2011
Mandates: Government of Spain
An interactive approach for Bayesian network learning using domain/expert knowledge
AR Masegosa, S Moral
International Journal of Approximate Reasoning 54 (8), 1168-1181, 2013
Mandates: Government of Spain
Second order PAC-Bayesian bounds for the weighted majority vote
A Masegosa, S Lorenzen, C Igel, Y Seldin
Advances in Neural Information Processing Systems 33, 2020
Mandates: Danish Council for Independent Research, Villum Foundation, Government of Spain
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
Classification with decision trees from a nonparametric predictive inference perspective
J Abellán, RM Baker, F Coolen, RJ Crossman, AR Masegosa
Computational Statistics & Data Analysis 71, 789-802, 2014
Mandates: Government of Spain
Learning from incomplete data in Bayesian networks with qualitative influences
AR Masegosa, AJ Feelders, LC van der Gaag
International Journal of Approximate Reasoning 69, 18-34, 2016
Mandates: Government of Spain
Bayesian models of data streams with hierarchical power priors
A Masegosa, TD Nielsen, H Langseth, D Ramos-López, A Salmerón, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
Mandates: Government of Spain
From anecdote to evidence: the relationship between personality and need for cognition of developers
D Russo, AR Masegosa, KJ Stol
Empirical Software Engineering 27 (3), 1-29, 2022
Mandates: Science Foundation Ireland
Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks
AR Masegosa, S Moral
International Journal of Approximate Reasoning 55 (7), 1548-1569, 2014
Mandates: Government of Spain
Locally averaged Bayesian Dirichlet metrics for learning the structure and the parameters of Bayesian networks
A Cano, M Gómez-Olmedo, AR Masegosa, S Moral
International Journal of Approximate Reasoning 54 (4), 526-540, 2013
Mandates: Government of Spain
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