M. Julia Flores (ORCID: 0000-0001-6956-3184)

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Jose A. Gámez (ORCID: 0000-0003-1...Professor of Computer Science, University of Castilla-La Mancha, Albacete, SpainVerified email at uclm.es
Jose Miguel Puerta (ORCID:0000-000...Professor of Computer Science, Castilla-La Mancha UniversityVerified email at uclm.es
Ana M. MartínezJoint Research Center, European CommissionVerified email at ec.europa.eu
Ann E NicholsonProfessor, Monash UniversityVerified email at monash.edu
Kevin B KorbReader, Computer Science, Monash UniversityVerified email at monash.edu
Steven MascaroDr Steven MascaroVerified email at voracity.org
ROSA M FERNANDEZ ROPEROPhD University of AlmeríaVerified email at ual.es
Kristian OlesenAssociate professorVerified email at cs.aau.dk
Jesus Martínez-Gómez (ORCID: 0000-...University of Castilla-La ManchaVerified email at uclm.es
Rafael RumíProfessor, University of AlmeríaVerified email at ual.es
Jaime Ramírez CastilloUCLMVerified email at alu.uclm.es
Luis de la OssaProfessor of Computer Science, University of Castilla-La ManchaVerified email at uclm.es
Pablo Bermejo LopezAssociate Professor of Computer Science, University of Castilla-La Mancha (Spain)Verified email at uclm.es
Serafín MoralDept. Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Cora Beatriz Pérez-ArizaPhD fellow, University of GranadaVerified email at decsai.ugr.es
teresa olivaresProfessor of Computer Networks, University of Castilla-La ManchaVerified email at uclm.es
Vicente López CamachoTécnico de Laboratorio de Informatica, Universidad de Castilla-La ManchaVerified email at uclm.es
Antonio SalmerónUniversity of Almería, SpainVerified email at ual.es
Geoff WebbProfessor of Information Technology Research, Monash UniversityVerified email at monash.edu
Cristina Romero-GonzálezUniversidad de Castilla-La ManchaVerified email at uclm.es

M. Julia Flores (ORCID: 0000-0001-6956-3184)

Professor of Computer Science, University of Castilla - La Mancha

Verified email at uclm.es - Homepage

Image and audio classification Machine Learning Probabilistic Graphical Models Deep Learning Reinforcement Learning and Appl


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Elvira: An environment for creating and using probabilistic graphical models Elvira Consortium Proceedings of the first European workshop on probabilistic graphical models …, 2002	183	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	165	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	93	2012
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	55	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	53	2011
Combining state and transition models with dynamic Bayesian networks AE Nicholson, MJ Flores Ecological Modelling 222 (3), 555-566, 2011	50	2011
Incremental compilation of bayesian networks based on maximal prime subgraphs MJ Flores, JA Gámez, KG Olesen International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2011	48	2011
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	41	2020
Plug&Play Object Oriented Bayesian Networks O Bangsø, MJ Flores, FV Jensen Conference on Technology Transfer, 457-467, 2003	35	2003
Domains of competence of the semi-naive Bayesian network classifiers MJ Flores, JA Gámez, AM Martínez Information Sciences 260, 120-148, 2014	34	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
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	26	2020
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	21	2005
Web-based music genre classification for timeline song visualization and analysis JR Castillo, MJ Flores IEEE Access 9, 18801-18816, 2021	19	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	19	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	19	2012
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
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
Bayesian networks inference advanced algorithms for triangulation and partial abduction MJ Flores Universidad de Castilla-La Mancha, 2005	15*	2005
Triangulation of Bayesian networks by retriangulation MJ Flores, JA Gámez International Journal of Intelligent Systems 18 (2), 153-164, 2003	15	2003

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