Articles with public access mandates - Ana M. MartínezLearn more
Not available anywhere: 1
Handling numeric attributes when comparing Bayesian network classifiers: does the discretization method matter?
MJ Flores, JA Gámez, AM Martínez, JM Puerta
Applied Intelligence 34, 372-385, 2011
Mandates: Government of Spain
Available somewhere: 11
Scalable Learning of Bayesian Network Classifiers
AM Martinez, GI Webb, S Chen, NA Zaidi
Journal of Machine Learning Research 17, 1-35, 2016
Mandates: Australian Research Council
Domains of competence of the semi-naive Bayesian network classifiers
MJ Flores, JA Gámez, AM Martínez
Information Sciences 260, 120-148, 2014
Mandates: Government of Spain
Sample-Based Attribute Selective A DE for Large Data
S Chen, AM Martinez, GI Webb, L Wang
IEEE Transactions on Knowledge and Data Engineering 29 (1), 172-185, 2016
Mandates: Australian Research Council, National Natural Science Foundation of China
Selective AnDE for large data learning: a low-bias memory constrained approach
S Chen, AM Martínez, GI Webb, L Wang
Knowledge and Information Systems 50, 475-503, 2017
Mandates: US Department of Defense, Australian Research Council, National Natural …
Highly scalable attribute selection for averaged one-dependence estimators
S Chen, AM Martinez, GI Webb
Advances in Knowledge Discovery and Data Mining: 18th Pacific-Asia …, 2014
Mandates: Australian Research Council
Analyzing concept drift: A case study in the financial sector
AR Masegosa, AM Martínez, D Ramos-López, H Langseth, TD Nielsen, ...
Intelligent Data Analysis 24 (3), 665-688, 2020
Mandates: Government of Spain
Scaling up Bayesian variational inference using distributed computing clusters
AR Masegosa, AM Martinez, H Langseth, TD Nielsen, A Salmerón, ...
International Journal of Approximate Reasoning 88, 435-451, 2017
Mandates: Government of Spain
Mixture of truncated exponentials in supervised classification: Case study for the naive Bayes and averaged one-dependence estimators classifiers
MJ Flores, JA Gámez, AM Martínez, A Salmerón
2011 11th International Conference on Intelligent Systems Design and …, 2011
Mandates: Government of Spain
MAP inference in dynamic hybrid Bayesian networks
D Ramos-López, AR Masegosa, AM Martínez, A Salmerón, TD Nielsen, ...
Progress in Artificial Intelligence 6, 133-144, 2017
Mandates: Government of Spain
Non-Disjoint Discretization for Aggregating One-Dependence Estimator Classifiers
A Martínez, G Webb, M Flores, J Gámez
Hybrid Artificial Intelligent Systems, 151-162, 2012
Mandates: Government of Spain
Meta-prediction of semi-naive Bayesian network classifiers based on dataset complexity characterization
MJ Flores, JA Gámez, AM Martınez
Proceedings of Sixth European Workshop on Probabilistic Graphical Models …, 2012
Mandates: Government of Spain
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