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
Kristian OlesenAssociate professorVerified email at cs.aau.dk
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
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
Jesus Martínez-Gómez (ORCID: 0000-...University of Castilla-La ManchaVerified email at uclm.es
Rafael RumíProfessor, University of AlmeríaVerified email at ual.es
Serafín MoralDept. Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Jaime Ramírez CastilloUCLMVerified email at alu.uclm.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	180	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	138	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	83	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 (3), 372-385, 2011	51	2011
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	49	2012
Combining state and transition models with dynamic Bayesian networks AE Nicholson, MJ Flores Ecological Modelling 222 (3), 555-566, 2011	45	2011
Incremental compilation of Bayesian networks JM Flores, JA Gámez, KG Olesen arXiv preprint arXiv:1212.2456, 2012	44	2012
Plug&Play Object Oriented Bayesian Networks O Bangsø, MJ Flores, FV Jensen Conference on Technology Transfer, 457-467, 2003	32	2003
Domains of competence of the semi-naive Bayesian network classifiers MJ Flores, JA Gámez, AM Martínez Information Sciences 260, 120-148, 2014	29	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	27	2009
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
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
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	18	2020
HODE: Hidden one-dependence estimator MJ Flores, JA Gámez, AM Martínez, JM Puerta European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2009	18	2009
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	17	2016
Triangulation of Bayesian networks by retriangulation MJ Flores, JA Gámez International Journal of Intelligent Systems 18 (2), 153-164, 2003	16	2003
Bayesian networks Inference: Advanced algorithms for triangulation and partial abduction MJ Flores University of Castilla, La Mancha, 2005	15*	2005
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	14	2008
A review on distinct methods and approaches to perform triangulation for Bayesian networks MJ Flores, JA Gámez Advances in Probabilistic Graphical Models, 127-152, 2007	13	2007
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	12	2020

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