| Scalable Learning of Bayesian Network Classifiers AM Martinez, GI Webb, S Chen, NA Zaidi Journal of Machine Learning Research 17, 1-35, 2016 | 71 | 2016 |
| 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 | 58 | 2011 |
| Domains of competence of the semi-naive Bayesian network classifiers MJ Flores, JA Gámez, AM Martínez Information Sciences 260, 120-148, 2014 | 37 | 2014 |
| Modeling concept drift: A probabilistic graphical model based approach H Borchani, AM Martínez, AR Masegosa, H Langseth, TD Nielsen, ... Advances in Intelligent Data Analysis XIV: 14th International Symposium, IDA …, 2015 | 32 | 2015 |
| GAODE and HAODE: two proposals based on AODE to deal with continuous variables MJ Flores, JA Gámez, AM Martínez, JM Puerta Proceedings of the 26th annual international conference on machine learning …, 2009 | 29 | 2009 |
| 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 | 28 | 2016 |
| Supervised Classification with Bayesian Networks: A Review on Models and Applications MJ Flores, JA Gámez, AM Martínez Intelligent Data Analysis for Real-Life Applications: Theory and Practice …, 2012 | 26 | 2012 |
| Sobre la didáctica del texto expositivo. Algunas propuestas para la clase de lengua A Martínez, C Rodríguez Culture and Education 1 (3-4), 77-87, 1989 | 24 | 1989 |
| AMIDST: A Java toolbox for scalable probabilistic machine learning AR Masegosa, AM Martinez, D Ramos-López, R Cabañas, A Salmerón, ... Knowledge-Based Systems 163, 595-597, 2019 | 23 | 2019 |
| 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 | 23 | 2017 |
| 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 | 20 | 2020 |
| 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 | 20 | 2014 |
| Probabilistic graphical models on multi-core CPUs using Java 8 AR Masegosa, AM Martinez, H Borchani IEEE Computational Intelligence Magazine 11 (2), 41-54, 2016 | 18 | 2016 |
| HODE: Hidden one-dependence estimator MJ Flores, JA Gámez, AM Martínez, JM Puerta Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 10th …, 2009 | 18 | 2009 |
| 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 | 17 | 2017 |
| d-VMP: Distributed Variational Message Passing AR Masegosa, AM Martínez, H Langseth, TD Nielsen, A Salmerón, ... Proceedings of the Eighth International Conference on Probabilistic …, 2016 | 14 | 2016 |
| Analyzing the impact of the discretization method when comparing Bayesian classifiers MJ Flores, JA Gámez, AM Martínez, JM Puerta Trends in Applied Intelligent Systems: 23rd International Conference on …, 2010 | 12 | 2010 |
| Artificial and natural turf: biomechanical differences between surfaces. Communications to the Fifth World Congress on Science and Football A Martinez, JV Dura, J Gamez, RT Zamora, E Alcantara J Sports Sci 22, 485-593, 2004 | 12 | 2004 |
| Parallel importance sampling in conditional linear Gaussian networks A Salmerón, D Ramos-López, H Borchani, AM Martínez, AR Masegosa, ... Advances in Artificial Intelligence: 16th Conference of the Spanish …, 2015 | 10 | 2015 |
| 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 | 10 | 2011 |
Thomas Dyhre NielsenAalborg UniversityVerified email at cs.aau.dk