Juan Manuel Fernández Luna

Administrative data

Full member researcher

  • Position in UGR: Tenure professor
    Department where s/he teaches: Ciencias de la Computación e Inteligencia Artificial
    Research group: TIC-103

Contributions and research experience

Publications in ISI SCI

  • An automatic methodology to evaluate personalized information retrieval systems
    Author-s: Vicente-Lopez, Eduardo; de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Tagua-Jimenez, Antonio; Tur-Vigil, Carmen
    Source: USER MODELING AND USER-ADAPTED INTERACTION 25 1 1 37 2015
  • Top-N news recommendations in digital newspapers
    Author-s: Cleger-Tamayo, Sergio; Fernandez-Luna, Juan M.; Huete, Juan F.
    Source: KNOWLEDGE-BASED SYSTEMS 27 180 189 2012
  • CIRLab: A groupware framework for collaborative information retrieval research
    Author-s: Fernandez-Luna, Juan M.; Huete, Juan F.; Perez-Vazquez, Ramiro; Rodriguez-Cano, Julio C.
    Source: INFORMATION PROCESSING & MANAGEMENT 46 6 749 761 2010
  • Managing structured queries in probabilistic XML retrieval systems
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Martin-Dancausa, Carlos
    Source: INFORMATION PROCESSING & MANAGEMENT 46 5 514 532 2010
  • Combining content-based and collaborative recommendations: A hybrid approach based on Bayesian networks
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Rueda-Morales, Miguel A.
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 51 7 785 799 2010
  • Using second-hand information in collaborative recommender systems
    Author-s: de Campos, L. M.; Fernandez-Luna, J. M.; Huete, J. F.; Rueda-Morales, M. A.
    Source: SOFT COMPUTING 14 8 785 798 2010
  • Managing uncertainty in group recommending processes
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Rueda-Morales, Miguel A.
    Source: USER MODELING AND USER-ADAPTED INTERACTION 19 3 207 242 2009
  • Introduction to the special issue on Graphical Models and Information Retrieval
    Author-s: Fernandez-Luna, Juan M.; Huete, Juan F.; Piwowarski, Benjamin
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 50 7 929 931 2009
  • Introduction to the special issue on teaching and learning in information retrieval
    Author-s: Fernandez-Luna, Juan M.; Huete, Juan F.; MacFarlane, Andrew
    Source: INFORMATION RETRIEVAL 12 2 99 101 2009
  • Teaching and learning in information retrieval
    Author-s: Fernandez-Luna, Juan M.; Huete, Juan F.; MacFarlane, Andrew; Efthimiadis, Efthimis N.
    Source: INFORMATION RETRIEVAL 12 2 201 226 2009
  • Introduction to the special issue on the 27th European Conference on Information Retrieval Research
    Author-s: Losada, David E.; Fernandez-Luna, Juan M.
    Source: INFORMATION RETRIEVAL 9 4 395 397 2006
  • Bayesian networks and information retrieval: an introduction to the special issue
    Author-s: de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: INFORMATION PROCESSING & MANAGEMENT 40 5 727 733 2004
  • Using context information in structured document retrieval: an approach based on influence diagrams
    Author-s: de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: INFORMATION PROCESSING & MANAGEMENT 40 5 829 847 2004
  • Clustering terms in the Bayesian network retrieval model: a new approach with two term-layers
    Author-s: de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: APPLIED SOFT COMPUTING 4 2 149 158 2004
  • A comparison of learning algorithms for Bayesian networks: a case study based on data from an emergency medical service
    Author-s: Acid, S; de Campos, LM; Fernandez-Luna, JM; Rodriguez, S; Rodriguez, JM; Salcedo, JL
    Source: ARTIFICIAL INTELLIGENCE IN MEDICINE 30 3 215 232 Workshop on Bayesian Models in Medicine JUL 01, 2001 Cascais, Cascais 2004
  • The BNR model: foundations and performance of a Bayesian network-based retrieval model
    Author-s: de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 34 2-3 265 285 7th International ISKO Conference (ISKO 02) FEB 07, 2002 GRANADA, GRANADA 2003
  • Improving the efficiency of the Bayesian network retrieval model by reducing relationships between terms
    Author-s: De Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS 11 101 116 2003
  • An iterated local search algorithm for learning Bayesian networks with restarts based on conditional independence tests
    Author-s: de Campos, LM; Fernandez-Luna, JM; Puerta, JM
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 18 2 221 235 Conference of the Spanish-Association-for-Artifici NOV 14-16, 2001 GIJON, GIJON 2003
  • An information retrieval model based on simple Bayesian networks
    Author-s: Acid, S; de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 18 2 251 265 Conference of the Spanish-Association-for-Artifici NOV 14-16, 2001 GIJON, GIJON 2003
  • Ant colony optimization for learning Bayesian networks
    Author-s: de Campos, LM; Fernandez-Luna, JM; Gamez, JA; Puerta, JM
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 31 3 291 311 2002
  • A collaborative recommender system based on probabilistic inference from fuzzy observations
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.
    Source: FUZZY SETS AND SYSTEMS 159 12 1554 1576 11th International Conference on Information Proce JUL 02-07, 2006 Paris, Paris 2008
  • Implementing Relevance Feedback in the Bayesian network retrieval model
    Author-s: de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY 54 4 302 313 2003
  • An integrated system for managing the Andalusian Parliament!s digital library
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Martin-Dancausa, Carlos J.; Tagua-Jimenez, Antonio; Tur-Vigil, Carmen
    Source: PROGRAM-ELECTRONIC LIBRARY AND INFORMATION SYSTEMS 43 2 156 174 2009
  • ASSOCIATED ECG ANOMALIES IN CORONARY INSUFFICIENCY
    Author-s: BULLON, FS; FERNANDE.JM; RIVERO, AD; PEREPERE.JA; PERALTA, MG
    Source: REVISTA CLINICA ESPANOLA 132 2 149 152 1974
  • AUTOMATIC DETERMINATION OF N-TERMINAL SEQUENCE OF CYTOCHROME-C FROM INSECT CERATITIS-CAPITATA
    Author-s: FERNANDE.JM; GAVILANE.JG; MUNICIO, AM; PERERA, J; PEREZARA.A; RODRIGUE.R
    Source: FEBS LETTERS 41 2 315 316 1974
  • CINEANGIOCARDIOGRAPHY IN OBSTRUCTIVE HYPERTROPHIC MYOCARDIOPATHY
    Author-s: VALLESBE.F; MARTINJU.V; FERNANDE.JM; ARTAZAAN.M; MARQUEZM.J; MAITREAZ.MJ
    Source: ARCHIVOS DEL INSTITUTO DE CARDIOLOGIA DE MEXICO 44 4 598 610 1974
  • BLOOD DIGOXINE LEVEL DETERMINATION BY RADIOIMMUNOASSAY METHOD
    Author-s: MAITREAZ.MJ; ARTAZAAN.MD; MARQUEZM.J; MARTINJU.V; FERNANDE.JM; VALLESBE.F; ARNAIZ, A; BOTELLO, A
    Source: REVISTA ESPANOLA DE CARDIOLOGIA 27 3 245 250 1974
  • RECOVERY FROM PROFOUND HYPOTHERMIA WITH CARDIAC-ARREST AFTER IMMERSION
    Author-s: DOMINGUE.E; BARAT, G; PERAL, P; JUFFE, A; FERNANDE.JM; AVELLO, F
    Source: BRITISH MEDICAL JOURNAL 4 5889 394 395 1973

Conferences in ISI CPCI-Science

  • A Proposal for News Recommendation Based on Clustering Techniques
    Author-s: Cleger-Tamayo, Sergio; Fernandez-Luna, Juan M.; Huete, Juan F.; Perez-Vazquez, Ramiro; Rodriguez Cano, Julio C.
    Source: TRENDS IN APPLIED INTELLIGENT SYSTEMS, PT III, PROCEEDINGS 6098 478 487 23rd International Conference on Industrial, Engin JUN 01-04, 2010 Cordoba, Cordoba 2010
  • Link-Based Text Classification Using Bayesian Networks
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Masegosa, Andres R.; Romero, Alfonso E.
    Source: FOCUSED RETRIEVAL AND EVALUATION 6203 397 406 8th International Workshop of the Initiative for t DEC 07-09, 2009 Brisbane, Brisbane 2010
  • New Utility Models for the Garnata Information Retrieval System at INEX!08
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Martin-Dancausa, Carlos; Romero, Alfonso E.
    Source: ADVANCES IN FOCUSED RETRIEVAL 5631 39 45 7th International Workshop of the Initiative for t DEC 15-18, 2008 Dagstul, Dagstul 2009
  • Probabilistic Methods for Link-Based Classification at INEX 2008
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Romero, Alfonso E.
    Source: ADVANCES IN FOCUSED RETRIEVAL 5631 453 459 7th International Workshop of the Initiative for t DEC 15-18, 2008 Dagstul, Dagstul 2009
  • Content-Oriented Relevance Feedback in XML-IR Using the Garnata Information Retrieval System
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Martin-Dancausa, Carlos
    Source: FLEXIBLE QUERY ANSWERING SYSTEMS: 8TH INTERNATIONAL CONFERENCE, FQAS 2009 5822 617 628 8th International Conference on Flexible Query Ans OCT 26-28, 2009 Roskilde Univ, Dept Commun, Business & Informat Technol, Roskilde Univ, Dept Commun, Business & Info 2009
  • Development of the XML digital library from the Parliament of Andalucia for intelligent structured retrieval
    Author-s: Fernandez-Luna, Juan M.; Huete, Juan F.; Gomez, Manuel; Martin-Dancausa, Carlos J.
    Source: FOUNDATIONS OF INTELLIGENT SYSTEMS, PROCEEDINGS 4994 417 423 17th International Symposium on Metodologies for I MAY 20-23, 2008 York Univ, York Univ, York Univ 2008
  • Collaborative recommendations using Bayesian networks and linguistic modelling
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.
    Source: ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2008, PROCEEDINGS 5097 1185 1197 9th International Conference on Artificial Intelli JUN 22-26, 2008 Zakopane, Zakopane 2008
  • Using structural knowledge in a Content-Based Recommender System
    Author-s: de Campos, L. M.; Fernandez-Luna, J. M.; Huete, J. F.; Rueda-Morales, M. A.
    Source: COMPUTATIONAL INTELLIGENCE IN DECISION AND CONTROL 1 871 876 8th International Conference on Fuzzy Logic and In SEP 21-24, 2008 Madrid, Madrid 2008
  • The Garnata Information Retrieval System at INEX!07
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Martin-Dancausa, Carlos; Romero, Alfonso E.
    Source: FOCUSED ACCESS TO XML DOCUMENTS 4862 57 69 6th International Workshop of the Initiative for t DEC 17-19, 2007 Dagstuhl, Dagstuhl 2008
  • Probabilistic Methods for Structured Document Classification at INEX!07
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Romero, Alfonso E.
    Source: FOCUSED ACCESS TO XML DOCUMENTS 4862 195 206 6th International Workshop of the Initiative for t DEC 17-19, 2007 Dagstuhl, Dagstuhl 2008
  • Influence diagrams and structured retrieval: garnata implementing the SID and CID models at INEX!06
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Romero, Alfonso E.
    Source: Comparative Evaluation of XML Information Retrieval Systems 4518 165 177 5th International Workshop of the Initiative for t DEC 17-20, 2006 Dagstuhl, Dagstuhl 2007
  • Average and majority gates: Combining information by means of Bayesian networks
    Author-s: de Campos, L. M.; Fernandez-Luna, J. M.; Huete, J. F.; Rueda-Morales, M. A.
    Source: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Proceedings 4724 572 584 9th European Conference on Symbolic and Quantitati OCT 31-NOV 02, 2007 Hammamet, Hammamet 2007
  • Automatic indexing from a thesaurus using Bayesian networks: Application to the classification of parliamentary initiatives
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Romero, Alfonso E.
    Source: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Proceedings 4724 865 877 9th European Conference on Symbolic and Quantitati OCT 31-NOV 02, 2007 Hammamet, Hammamet 2007
  • Group recommending: A methodological approach based on Bayesian networks
    Author-s: De Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Rueda-Morales, Miguel A.
    Source: 2007 IEEE 23RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING WORKSHOP, VOLS 1-2 835 844 IEEE 23rd International Conference on Data Enginee APR 17-20, 2007 Istanbul, Istanbul 2007
  • Improving the context-based influence diagram model for structured document retrieval: Removing topological restrictions and adding new evaluation methods
    Author-s: de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: ADVANCES IN INFORMATION RETRIEVAL 3408 215 229 27th European Conference on Information Retrieval MAR 21-23, 2005 Univ Santiago Compostele, Tech Sch Engn, Univ Santiago Compostele, Tech Sch Engn, Univ Santiago Comp 2005
  • A decision-based approach for recommending in hierarchical domains
    Author-s: de Campos, LM; Fernandez-Luna, JM; Gomez, M; Huete, J
    Source: SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS 3571 123 135 8th European Conference on Symbolic and Quantitati JUL 06-08, 2005 Barcelona, Barcelona 2005
  • A multi-layered Bayesian network model for structured document retrieval
    Author-s: Crestani, F; de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDING 2711 74 86 7th European Conference on Symbolic and Quantitati JUL 02-05, 2003 AALBORG UNIV, AALBORG UNIV, AALBORG UNIV 2003
  • Ranking structured documents using utility theory in the Bayesian Network retrieval model
    Author-s: Crestani, F; de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: STRING PROCESSING AND INFORMATION RETRIEVAL, PROCEEDINGS 2857 168 182 10th International Symposium on String Processing OCT 08-10, 2003 MANAUS, MANAUS 2003
  • A layered Bayesian network model for document retrieval
    Author-s: de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: ADVANCES IN INFORMATION REFTRIEVAL 2291 169 182 24th Annual European Colloquium on Information Ret MAR 25-27, 2002 GLASGOW, GLASGOW 2002
  • Local search methods for learning Bayesian networks using a modified neighborhood in the space of DAGs
    Author-s: de Campos, LM; Fernandez-Luna, JM; Puerta, JM
    Source: ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2002, PROCEEDINGS 2527 182 192 8th Ibero-American Conference on Artifical Intelli NOV 12-15, 2002 SEVILLE, SEVILLE 2002

Book chapters in ISI

  • A Proposal for an Experimental Platform on Collaborative Information Retrieval
    Author-s: Cleger-Tamayo, Sergio; Fernandez-Luna, Juan M.; Huete, Juan F.; Perez-Vazquez, Ramiro; Rodriguez-Cano, Julio C.
    Source: PROCEEDINGS OF THE 2009 INTERNATIONAL SYMPOSIUM ON COLLABORATIVE TECHNOLOGIES AND SYSTEMS 485 493 International Symposium on Collaborative Technolog MAY 18-22, 2009 Baltimore, Baltimore 2009
  • CLASSIFICATION SYSTEMS QUESTIONS SEEKING ANSWERS: AN APPROACH BASED ON ENTITY RECOGNITION AND LABELING GRAMMAR
    Author-s: Ceres, Maria M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Garcia-Perez, Pablo
    Source: SISTEMAS E TECHNOLOGIAS DE INFORMACAO: ACTAS DA 4A CONFERENCIA IBERICA DE SISTEMAS E TECNOLOGIAS DE 133 138 4th Iberian Conference on Information Systems and JUN 17-20, 2009 Povoa de Varzim, Povoa de Varzim 2009
  • An Integrated System for Accessing the Digital Library of the Parliament of Andalusia: Segmentation, Annotation and Retrieval of Transcriptions and Videos
    Author-s: de Campos, Luis M.; Fernandez-Luna, Juan M.; Huete, Juan F.; Martin-Dancausa, Carlos J.
    Source: PATTERN RECOGNITION IN INFORMATION SYSTEMS, PROCEEDINGS 38 47 International Workshop on Security in Information JUN, 2008 Barcelona, Barcelona 2008
  • Two term-layers: an alternative topology for representing term relationships in the Bayesian Network Retrieval Model
    Author-s: de Campos, LM; Fernandez-Luna, JM; Huete, JF
    Source: ADVANCES IN SOFT COMPUTING: ENGINEERING DESIGN AND MANUFACTURING 213 223 7th Online World Conference on Soft Computing in I SEP 23-OCT 04, 2002 ELECTR NETWORK 2003

National Projects

  • Mejora de los sistemas de acceso a la información mediante el diseño y aplicación de técnicas de adaptabilidad
    Principal Investigator: Juan Manuel Fernández Luna
    Reference: TIN2013-42741-P
    Start date: 2014-01-01
    End date: 2017-06-30
    Research Group: TIC-103
    Amount to UGR: 41926.50
    Funding Agency: Ministerio de Economía y Competitividad
    Program: Programa Estatal de Fomento de la Investigación Científica y Técnica de Excelencia. Subpograma Estatal de Generación de Conocimiento
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  • RECUPERACION DE INFORMACION SOBRE VARIOS MEDIOS CON UNA PERSPECTIVA MULTIDIMENSIONAL: RELEVANCIA, NOVEDAD, PERSONALIZACION Y CONTEXTO: SUBPROYECTO UGR.
    Principal Investigator: Juan Manuel Fernández Luna
    Reference: TIN2008-06566-C04-01
    Start date: 2009-01-01
    End date: 2011-12-31
    Research Group: TIC-103
    Amount to UGR: 89540.00
    Funding Agency: Ministerio de Ciencia e Innovación
    Program: Proyectos nacionales de investigación (MICINN)
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Doctoral Dissertations supervised

  • Personalizing XML Information Retrieval
    Author: Eduardo Vicente López
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2015-02-06
    Supervision: Luis Miguel de Campos Ibáñez, Juan Manuel Fernández Luna
    Special mention: internacional
  • Desarrollo y validación de modelos para el aprendizaje de la ordenación en recuperación de información
    Author: Óscar José Alejo Machado
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2014-06-25
    Supervision: Juan Manuel Fernández Luna, Juan Francisco Huete Guadix
  • Diseño y validación de modelos para sistemas de recomendación
    Author: Sergio Cleger Tamayo
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2012-10-08
    Supervision: Juan Francisco Huete Guadix, Juan Manuel Fernández Luna
  • Design and evaluation of new XML retrieval methods and their application to parliamentary documents
    Author: Carlos Jesus Martín Dancausa
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2011-09-09
    Supervision: Luis Miguel de Campos Ibáñez, Juan Francisco Huete Guadix, Juan Manuel Fernández Luna
    Special mention: europea
  • Document Classification Models Based On Bayesian Networks
    Author: Alfonso Eduardo Romero López
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2010-04-27
    Supervision: Luis Miguel de Campos Ibáñez, Juan Manuel Fernández Luna
    Special mention: europea

Research visits

  • UNIVERSITY OF STRATHCLYDE
    Visiting researcher: Fernández Luna, Juan Manuel
    Research group: TIC-103
    Place: GLASGOW; REINO UNIDO
    Start date: 2002-09-16
    End date: 2002-12-16
    Visiting category: INV
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