Elvira: An environment for creating and using probabilistic graphical models Elvira Consortium Proceedings of the first European workshop on probabilistic graphical models …, 2002 | 195 | 2002 |
Incorporating expert knowledge when learning Bayesian network structure: a medical case study MJ Flores, AE Nicholson, A Brunskill, KB Korb, S Mascaro Artificial intelligence in medicine 53 (3), 181-204, 2011 | 181 | 2011 |
Design and simulation of a thermal comfort adaptive system based on fuzzy logic and on-line learning P Bermejo, L Redondo, L de la Ossa, D Rodríguez, J Flores, C Urea, ... Energy and Buildings 49, 367-379, 2012 | 95 | 2012 |
Machine learning for music genre: multifaceted review and experimentation with audioset J Ramírez, MJ Flores Journal of Intelligent Information Systems 55 (3), 469-499, 2020 | 60 | 2020 |
Prediction of coffee rust disease using Bayesian networks CB Pérez-Ariza, AE Nicholson, MJ Flores Proceedings of the Sixth European Workshop on Probabilistic Graphical Models …, 2012 | 57 | 2012 |
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 | 56 | 2011 |
Combining state and transition models with dynamic Bayesian networks AE Nicholson, MJ Flores Ecological Modelling 222 (3), 555-566, 2011 | 53 | 2011 |
Incremental Compilation of Bayesian networks KGO M. Julia Flores, José A. Gámez Conference on Uncertainty in Artificial Intelligence (UAI) - UAI 2003, 233-240, 2003 | 51* | 2003 |
Data capture and multimodal learning analytics focused on engagement with a new wearable IoT approach VL Camacho, E de la Guía, T Olivares, MJ Flores, L Orozco-Barbosa IEEE Transactions on Learning Technologies 13 (4), 704-717, 2020 | 39 | 2020 |
Plug&Play Object Oriented Bayesian Networks O Bangsø, MJ Flores, FV Jensen Conference on Technology Transfer, 457-467, 2003 | 37 | 2003 |
Domains of competence of the semi-naive Bayesian network classifiers MJ Flores, JA Gámez, AM Martínez Information Sciences 260, 120-148, 2014 | 35 | 2014 |
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 |
Web-based music genre classification for timeline song visualization and analysis JR Castillo, MJ Flores IEEE Access 9, 18801-18816, 2021 | 26 | 2021 |
Comparison between Bayesian network classifiers and SVMs for semantic localization F Rubio, J Martínez-Gómez, MJ Flores, JM Puerta Expert Systems with Applications 64, 434-443, 2016 | 23 | 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 | 23 | 2012 |
Abductive inference in Bayesian networks: finding a partition of the explanation space MJ Flores, JA Gámez, S Moral European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2005 | 22 | 2005 |
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 |
Bayesian networks inference advanced algorithms for triangulation and partial abduction MJ Flores Universidad de Castilla-La Mancha, 2005 | 16* | 2005 |
Triangulation of Bayesian networks by retriangulation MJ Flores, JA Gámez International Journal of Intelligent Systems 18 (2), 153-164, 2003 | 16 | 2003 |
Mining the esrom: A study of breeding value classification in manchego sheep by means of attribute selection and construction MJ Flores, JA Gámez, JL Mateo Computers and Electronics in Agriculture 60 (2), 167-177, 2008 | 15 | 2008 |