Luis M. de Campos

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Juan HueteUniversity GranadaVerified email at decsai.ugr.es
Juan Manuel Fernández LunaUniversity of GranadaVerified email at decsai.ugr.es
Serafín MoralDept. Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Silvia AcidUniversity of GranadaVerified email at decsai.ugr.es
Jose A. Gámez (ORCID: 0000-0003-1...Universidad de Castilla-La Mancha, Albacete, SpainVerified email at uclm.es
Alfonso E. RomeroExperian EMAPVerified email at cs.rhul.ac.uk
Jose Miguel Puerta (ORCID:0000-000...Professor of Computer Science, Castilla-La Mancha UniversityVerified email at uclm.es
Eduardo Vicente LópezPostdoctoral Researcher, University of Granada, SpainVerified email at ugr.es
Carlos Martín-DancausaBanco SantanderVerified email at gruposantander.com
Javier García CastellanoDepartment of Computer Science and Artificial Intelligence at University of GranadaVerified email at decsai.ugr.es
María Teresa LamataUniversidad de GranadaVerified email at decsai.ugr.es
Marlon Santiago Viñán-LudeñaEscuela de Ingeniería Coquimbo. Universidad Católica del NorteVerified email at ucn.cl
Rafael MolinaProfessor of Computer Science, University of GranadaVerified email at decsai.ugr.es
Fabio CrestaniFaculty of Informatics, Universitá della Svizzera Italiana (USI), Lugano, SwitzerlandVerified email at usi.ch
Antonio GonzálezProfessor of Computer Science and Artificial Intelligence, Granada UniversityVerified email at decsai.ugr.es
Nicolás Pérez de la Blanca CapillaUniversity of GranadaVerified email at ugr.es
Andrés CanoDepartment of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Darriba Bilbao Víctor Manuel Associate Professor of Computer Science, Vigo UniversityVerified email at uvigo.es
Rudolf KruseProfessor of Computer Science, Otto von Guericke University of MagdeburgVerified email at ovgu.de
Pedro LarrañagaProfessor of Artificial Intelligence - Universidad Politécnica de MadridVerified email at fi.upm.es

Luis M. de Campos

Professor of Computer Science and Artificial Intelligence, Universidad de Granada, Spain

Verified email at decsai.ugr.es - Homepage

Artificial Intelligence Machine Learning Bayesian Networks Information Retrieval Recommender Systems


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A subjective approach for ranking fuzzy numbers LM de Campos Ibáñez, AG Muñoz Fuzzy sets and systems 29 (2), 145-153, 1989	474	1989
Combining content-based and collaborative recommendations: A hybrid approach based on Bayesian networks LM De Campos, JM Fernández-Luna, JF Huete, MA Rueda-Morales International journal of approximate reasoning 51 (7), 785-799, 2010	455	2010
A scoring function for learning bayesian networks based on mutual information and conditional independence tests LM de Campos Journal of Machine Learning Research 7 (2), 2149-2187, 2006	430	2006
Probability intervals: a tool for uncertain reasoning LM DE CAMPOS, JF HUETE, S MORAL International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 1994	396	1994
Ant colony optimization for learning Bayesian networks LM De Campos, JM Fernandez-Luna, JA Gámez, JM Puerta International Journal of Approximate Reasoning 31 (3), 291-311, 2002	287	2002
Searching for Bayesian network structures in the space of restricted acyclic partially directed graphs S Acid, LM de Campos Journal of artificial intelligence research 18, 445-490, 2003	193	2003
Elvira: An environment for creating and using probabilistic graphical models Elvira_Consortium Proceedings of the First European workshop on probabilistic graphical models …, 2002	185	2002
A new approach for learning belief networks using independence criteria LM De Campos, JF Huete International Journal of Approximate Reasoning 24 (1), 11-37, 2000	177	2000
Characterization and comparison of Sugeno and Choquet integrals LM de Campos, MJ Bolaños Fuzzy Sets and Systems 52 (1), 61-67, 1992	159	1992
Bayesian network learning algorithms using structural restrictions LM de Campos, JG Castellano International Journal of Approximate Reasoning 45 (2), 233-254, 2007	148	2007
A comparison of learning algorithms for Bayesian networks: a case study based on data from an emergency medical service S Acid, LM de Campos, JM Fernández-Luna, S Rodrıguez, JM Rodrıguez, ... Artificial intelligence in medicine 30 (3), 215-232, 2004	143	2004
Independency relationships and learning algorithms for singly connected networks LM DE CAMPOS Journal of Experimental & Theoretical Artificial Intelligence 10 (4), 511-549, 1998	109	1998
An algorithm for finding minimum d-separating sets in belief networks S Acid, LM De Campos arXiv preprint arXiv:1302.3549, 2013	108	2013
A hybrid methodology for learning belief networks: BENEDICT S Acid, LM de Campos International Journal of Approximate Reasoning 27 (3), 235-262, 2001	108	2001
Representation of fuzzy measures through probabilities LM de Campos Ibanez, MJ Bolanos Carmona Fuzzy Sets and Systems 31 (1), 23-36, 1989	105	1989
Independence concepts for convex sets of probabilities LM De Campos, S Moral Proceedings of the 11th Conference on Uncertainty in Artificial Intelligence, 1995	104*	1995
The concept of conditional fuzzy measure LM de Campos, MT Lamata, S Moral International Journal of Intelligent Systems 5 (3), 237-246, 1990	101	1990
Learning Bayesian network classifiers: Searching in a space of partially directed acyclic graphs S Acid, LM de Campos, JG Castellano Machine learning 59, 213-235, 2005	100	2005
Bayesian networks and information retrieval: an introduction to the special issue LM de Campos, JM Fernández-Luna, JF Huete Information processing & management 40 (5), 727-733, 2004	99	2004
The BNR model: foundations and performance of a Bayesian network-based retrieval model LM de Campos, JM Fernandez-Luna, JF Huete International Journal of Approximate Reasoning 34 (2-3), 265-285, 2003	93	2003

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