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Juan M. Fernández-Luna

Juan Manuel Fernández Luna

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affiliation: University of Granada

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2018
[j44]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
On the selection of the correct number of terms for profile construction: Theoretical and empirical analysis. Inf. Sci. 430: 142-162 (2018)
[j43]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Luis Redondo-Expósito:
Positive unlabeled learning for building recommender systems in a parliamentary setting. Inf. Sci. 433-434: 221-232 (2018)
[j42]
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Eduardo Vicente-López, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Predicting IR personalization performance using pre-retrieval query predictors. J. Intell. Inf. Syst. 51(3): 597-620 (2018)
[j41]
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Cristyan Manta-Caro, Juan M. Fernández-Luna:
Modeling and Simulating the Web of Things from an Information Retrieval Perspective. TWEB 12(1): 6:1-6:27 (2018)
[c53]
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César Albusac, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
PMSC-UGR: A Test Collection for Expert Recommendation Based on PubMed and Scopus. CAEPIA 2018: 34-43
[c52]
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César Albusac, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Content-based recommendation for Academic Expert finding. CERI 2018: 7:1-7:8
[c51]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Luis Redondo-Expósito:
Selecting Relevance Thresholds to Improve a Recommender System in a Parliamentary Setting. KDIR 2018: 184-191
2017
[j40]
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  - journals/ijufks/DiazF17
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Irene Díaz, Juan M. Fernández-Luna:
New Trends in Information Access. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 25(Supplement-2): 1-4 (2017)
[j39]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Committee-Based Profiles for Politician Finding. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 25(Supplement-2): 21-36 (2017)
[j38]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Profile-based recommendation: A case study in a parliamentary context. J. Information Science 43(5): 665-682 (2017)
[c50]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Luis Redondo-Expósito:
Comparing Machine Learning and Information Retrieval-Based Approaches for Filtering Documents in a Parliamentary Setting. SUM 2017: 64-77
2016
[j37]
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Eduardo Vicente-López, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Use of textual and conceptual profiles for personalized retrieval of political documents. Knowl.-Based Syst. 112: 127-141 (2016)
[j36]
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Leif Azzopardi, Yashar Moshfeghi, Martin Halvey, Rami Suleiman Alkhawaldeh, Krisztian Balog, Emanuele Di Buccio, Diego Ceccarelli, Juan M. Fernández-Luna, Charlie Hull, Jake Mannix, Sauparna Palchowdhury:
Lucene4IR: Developing Information Retrieval Evaluation Resources using Lucene. SIGIR Forum 50(2): 58-75 (2016)
[c49]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Comparing monolithic and committee-based profiles for politician recommendation. CERI 2016: 10
[c48]
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Cristyan Manta-Caro, Juan M. Fernández-Luna:
Information-Retrieval-as-a-Service for the Web of Things: A Survey and a Proposal of IRaaS Architecture. FiCloud 2016: 325-333
[c47]
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Cristyan Manta-Caro, Juan M. Fernández-Luna:
Advances in real-time indexing models and techniques for the web of things. LATINCOM 2016: 1-6
2015
[j35]
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  - journals/scientometrics/MachadoLH15
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Oscar José Alejo Machado, Juan Manuel Fernández Luna, Juan F. Huete:
Bibliometric study of the scientific research on "Learning to Rank" between 2000 and 2013. Scientometrics 102(2): 1669-1686 (2015)
[j34]
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  - journals/umuai/Vicente-LopezCFHTT15
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Eduardo Vicente-López, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Antonio Tagua-Jiménez, Carmen Tur-Vigil:
An automatic methodology to evaluate personalized information retrieval systems. User Model. User-Adapt. Interact. 25(1): 1-37 (2015)
[c46]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Pável Calado, Bruno Martins:
Learning Parliamentary Profiles for Recommendation Tasks. CAEPIA 2015: 187-197
[c45]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
A Lazy Approach for Filtering Parliamentary Documents. EGOVIS 2015: 364-378
[c44]
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Francisco J. Ribadas, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Concept Profiles for Filtering Parliamentary Documents. KDIR 2015: 409-416
2014
[j33]
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Sergio Cleger-Tamayo, Juan M. Fernández-Luna, Juan F. Huete:
Learning from explanations in recommender systems. Inf. Sci. 287: 90-108 (2014)
[j32]
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  - journals/mvl/MachadoFH14
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Óscar José Alejo Machado, Juan M. Fernández-Luna, Juan F. Huete:
RankPSO: A New L2R algorithm Based on Particle Swarm Optimization. Multiple-Valued Logic and Soft Computing 23(1-2): 1-34 (2014)
[j31]
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Oscar José Alejo Machado, Juan M. Fernández-Luna, Juan F. Huete, Eduardo R. Concepción Morales:
Fisherman search procedure. Progress in AI 2(4): 193-203 (2014)
[j30]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Eduardo Vicente-López:
Using Personalization to Improve XML Retrieval. IEEE Trans. Knowl. Data Eng. 26(5): 1280-1292 (2014)
[c43]
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  - conf/ecir/Fernandez-LunaH14
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Juan M. Fernández-Luna, Juan F. Huete, Humberto Rodríguez-Avila, Julio C. Rodríguez Cano:
Enhancing collaborative search systems engagement through gamification. GamifIR@ECIR 2014: 42-45
[c42]
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  - conf/latincom/Manta-CaroF14
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Cristyan Manta-Caro, Juan M. Fernández-Luna:
A discrete-event simulator for the web of things from an information retrieval perspective. LATINCOM 2014: 1-6
[c41]
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  - conf/um/Vicente-LopezCFH14
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Eduardo Vicente-López, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Personalization of Parliamentary Document Retrieval Using Different User Profiles. UMAP Workshops 2014
2013
[j29]
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  - journals/ipm/Fernandez-LunaHC13
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Juan M. Fernández-Luna, Juan F. Huete, Pablo Castells:
Personalization and Recommendation in Information Access. Inf. Process. Manage. 49(3): 637-639 (2013)
[c40]
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Sergio Cleger-Tamayo, Juan M. Fernández-Luna, Juan F. Huete, Nava Tintarev:
Being Confident about the Quality of the Predictions in Recommender Systems. ECIR 2013: 411-422
[c39]
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  - conf/fqas/MachadoFHM13
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Oscar José Alejo Machado, Juan M. Fernández-Luna, Juan F. Huete, Eleazar Moreno-Cerrud:
L2RLab: Integrated Experimenter Environment for Learning to Rank. FQAS 2013: 543-554
[c38]
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  - conf/sac/CamposFHV13
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Eduardo Vicente-López:
XML search personalization strategies using query expansion, reranking and a search engine modification. SAC 2013: 872-877
[i2]
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  - journals/corr/abs-1301-7364
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Query Expansion in Information Retrieval Systems using a Bayesian Network-Based Thesaurus. CoRR abs/1301.7364 (2013)
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  - journals/corr/abs-1301-7366
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Enrique F. Castillo, Juan M. Fernández-Luna, Pilar Sanmartin:
Marginalizing in Undirected Graph and Hypergraph Models. CoRR abs/1301.7366 (2013)
2012
[j28]
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Juan F. Huete, Juan M. Fernández-Luna, Luis M. de Campos, Miguel A. Rueda-Morales:
Using past-prediction accuracy in recommender systems. Inf. Sci. 199: 78-92 (2012)
[j27]
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Sergio Cleger-Tamayo, Juan M. Fernández-Luna, Juan F. Huete:
Top-N news recommendations in digital newspapers. Knowl.-Based Syst. 27: 180-189 (2012)
[c37]
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  - conf/iberamia/MachadoLGM12
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Oscar José Alejo Machado, Juan Manuel Fernández Luna, Juan Francisco Huete Guadix, Eduardo R. Concepción Morales:
Fisherman Search Procedure. IBERAMIA 2012: 291-299
[c36]
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Sergio Cleger-Tamayo, Juan M. Fernández-Luna, Juan F. Huete:
On the Use of Weighted Mean Absolute Error in Recommender Systems. RUE@RecSys 2012: 24-26
[c35]
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Sergio Cleger-Tamayo, Juan M. Fernández-Luna, Juan F. Huete:
Explaining neighborhood-based recommendations. SIGIR 2012: 1063-1064
2011
[c34]
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Sergio Cleger-Tamayo, Juan M. Fernández-Luna, Juan F. Huete:
A New Criteria for Selecting Neighborhood in Memory-Based Recommender Systems. CAEPIA 2011: 423-432
[c33]
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Gene Golovchinsky, Juan M. Fernández-Luna, Juan F. Huete, Meredith Ringel Morris, Jeremy Pickens, Julio C. Rodríguez Cano:
3rd international workshop on collaborative information retrieval (CIR2011). CIKM 2011: 2629-2630
[c32]
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Juan M. Fernández-Luna, Juan F. Huete, Julio C. Rodríguez Cano:
Supplying Collaborative Source-code Retrieval Tools to Software Developers. EuroHCIR 2011: 7-10
[p1]
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Efthimis N. Efthimiadis, Juan M. Fernández-Luna, Juan F. Huete, Andrew MacFarlane:
Introduction to Teaching and Learning in Information Retrieval. Teaching and Learning in Information Retrieval 2011: 1-7
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Efthimis N. Efthimiadis, Juan M. Fernández-Luna, Juan F. Huete, Andrew MacFarlane:
Teaching and Learning in Information Retrieval. The Information Retrieval Series 31, Springer 2011, ISBN 978-3-642-22510-9 [contents]
2010
[j26]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Miguel A. Rueda-Morales:
Combining content-based and collaborative recommendations: A hybrid approach based on Bayesian networks. Int. J. Approx. Reasoning 51(7): 785-799 (2010)
[j25]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Carlos J. Martín-Dancausa:
Managing structured queries in probabilistic XML retrieval systems. Inf. Process. Manage. 46(5): 514-532 (2010)
[j24]
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Juan M. Fernández-Luna, Juan F. Huete, Ramiro Pérez-Vázquez, Julio C. Rodríguez Cano:
CIRLab: A groupware framework for collaborative information retrieval research. Inf. Process. Manage. 46(6): 749-761 (2010)
[j23]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Miguel A. Rueda-Morales:
Using second-hand information in collaborative recommender systems. Soft Comput. 14(8): 785-798 (2010)
[c31]
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  - conf/dexaw/AlejoFHP10
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Oscar José Alejo Machado, Juan M. Fernández-Luna, Juan F. Huete, Ramiro Pérez-Vázquez:
Direct Optimization of Evaluation Measures in Learning to Rank Using Particle Swarm. DEXA Workshops 2010: 42-46
[c30]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Carlos J. Martín-Dancausa:
A Content-Bsed Approach to Relevance Feedback in XML-IR for Content and Structure Queries. KDIR 2010: 418-427
[c29]
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Sergio Cleger-Tamayo, Juan M. Fernández-Luna, Juan F. Huete, Ramiro Pérez-Vázquez, Julio C. Rodríguez Cano:
A Proposal for News Recommendation Based on Clustering Techniques. IEA/AIE (3) 2010: 478-487

2000 – 2009

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2009
[j22]
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Juan M. Fernández-Luna, Juan F. Huete, Benjamin Piwowarski:
Introduction to the special issue on Graphical Models and Information Retrieval. Int. J. Approx. Reasoning 50(7): 929-931 (2009)
[j21]
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Juan M. Fernández-Luna, Juan F. Huete, Andrew MacFarlane:
Introduction to the special issue on teaching and learning in information retrieval. Inf. Retr. 12(2): 99-101 (2009)
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Juan M. Fernández-Luna, Juan F. Huete, Andrew MacFarlane, Efthimis N. Efthimiadis:
Teaching and learning in information retrieval. Inf. Retr. 12(2): 201-226 (2009)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Carlos J. Martín-Dancausa, Antonio Tagua-Jiménez, Carmen Tur-Vigil:
An integrated system for managing the Andalusian Parliament's digital library. Program 43(2): 156-174 (2009)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Miguel A. Rueda-Morales:
Managing uncertainty in group recommending processes. User Model. User-Adapt. Interact. 19(3): 207-242 (2009)
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Sergio Cleger-Tamayo, Juan M. Fernández-Luna, Juan F. Huete, Ramiro Pérez-Vázquez, Julio C. Rodríguez Cano:
A proposal for an experimental platform on Collaborative Information Retrieval. CTS 2009: 485-493
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Carlos J. Martín-Dancausa:
Content-Oriented Relevance Feedback in XML-IR Using the Garnata Information Retrieval System. FQAS 2009: 617-628
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Andrés R. Masegosa, Alfonso E. Romero:
Link-Based Text Classification Using Bayesian Networks. INEX 2009: 397-406
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Miguel A. Rueda-Morales:
Measuring predictive capability in collaborative filtering. RecSys 2009: 313-316
2008
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
A collaborative recommender system based on probabilistic inference from fuzzy observations. Fuzzy Sets and Systems 159(12): 1554-1576 (2008)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling. ICAISC 2008: 1185-1197
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Carlos J. Martín-Dancausa, Alfonso E. Romero:
New Utility Models for the Garnata Information Retrieval System at INEX'08. INEX 2008: 39-45
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Alfonso E. Romero:
Probabilistic Methods for Link-Based Classification at INEX 2008. INEX 2008: 453-459
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Juan M. Fernández-Luna, Juan F. Huete, Manuel Gómez-Olmedo, Carlos J. Martín-Dancausa:
Development of the XML Digital Library from the Parliament of Andalucía for Intelligent Structured Retrieval. ISMIS 2008: 417-423
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Carlos J. Martín-Dancausa:
An Integrated System for Accessing the Digital Library of the Parliament of Andalusia: Segmentation, Annotation and Retrieval of Transcriptions and Videos. PRIS 2008: 38-47
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Juan F. Huete, Luis M. de Campos, Juan M. Fernández-Luna, Miguel A. Rueda-Morales:
Hierarchical naive bayes models for representing user profiles. SIGIR 2008: 711-712
2007
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Juan M. Fernández-Luna, Benjamin Piwowarski, Juan F. Huete:
Information retrieval and applications of graphical models (IRGM 2007). SIGIR Forum 41(2): 89-96 (2007)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Miguel A. Rueda-Morales:
Average and Majority Gates: Combining Information by Means of Bayesian Networks. ECSQARU 2007: 572-584
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Alfonso E. Romero:
Automatic Indexing from a Thesaurus Using Bayesian Networks: Application to the Classification of Parliamentary Initiatives. ECSQARU 2007: 865-877
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Miguel A. Rueda-Morales:
Group Recommending: A methodological Approach based on Bayesian Networks. ICDE Workshops 2007: 835-844
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Carlos J. Martín-Dancausa, Alfonso E. Romero:
The Garnata Information Retrieval System at INEX'07. INEX 2007: 57-69
[c14]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Alfonso E. Romero:
Probabilistic Methods for Structured Document Classification at INEX'07. INEX 2007: 195-206
2006
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David E. Losada, Juan M. Fernández-Luna:
Introduction to the special issue on the 27th European Conference on Information Retrieval Research. Inf. Retr. 9(4): 395-397 (2006)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Alfonso E. Romero:
Influence Diagrams and Structured Retrieval: Garnata Implementing the SID and CID Models at INEX'06. INEX 2006: 165-177
2005
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David E. Losada, Juan M. Fernández-Luna:
Report on the 27th European conference on information retrieval research (ECIR 2005). SIGIR Forum 39(1): 37-40 (2005)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Improving the Context-Based Influence Diagram Model for Structured Document Retrieval: Removing Topological Restrictions and Adding New Evaluation Methods. ECIR 2005: 215-229
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Luis M. de Campos, Juan M. Fernández-Luna, Manuel Gómez-Olmedo, Juan F. Huete:
A Decision-Based Approach for Recommending in Hierarchical Domains. ECSQARU 2005: 123-135
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
e-Bay.Net: Helping Users to Buy in e-commerce Applications. EUSFLAT Conf. 2005: 565-570
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David E. Losada, Juan M. Fernández-Luna:
Advances in Information Retrieval, 27th European Conference on IR Research, ECIR 2005, Santiago de Compostela, Spain, March 21-23, 2005, Proceedings. Lecture Notes in Computer Science 3408, Springer 2005, ISBN 3-540-25295-9 [contents]
2004
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Silvia Acid, Luis M. de Campos, Juan M. Fernández-Luna, Susana Rodríguez, José María Rodríguez, José Luis Salcedo:
A comparison of learning algorithms for Bayesian networks: a case study based on data from an emergency medical service. Artificial Intelligence in Medicine 30(3): 215-232 (2004)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Clustering terms in the Bayesian network retrieval model: a new approach with two term-layers. Appl. Soft Comput. 4(2): 149-158 (2004)
[j11]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Bayesian networks and information retrieval: an introduction to the special issue. Inf. Process. Manage. 40(5): 727-733 (2004)
[j10]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Using context information in structured document retrieval: an approach based on influence diagrams. Inf. Process. Manage. 40(5): 829-847 (2004)
2003
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
The BNR model: foundations and performance of a Bayesian network-based retrieval model. Int. J. Approx. Reasoning 34(2-3): 265-285 (2003)
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Luis M. de Campos, Juan M. Fernández-Luna, José Miguel Puerta:
An iterated local search algorithm for learning Bayesian networks with restarts based on conditional independence tests. Int. J. Intell. Syst. 18(2): 221-235 (2003)
[j7]
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Silvia Acid, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
An information retrieval model based on simple Bayesian networks. Int. J. Intell. Syst. 18(2): 251-265 (2003)
[j6]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Improving the Efficiency of the Bayesian Network Retrieval Model by Reducing Relationships Between Terms. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 11(Supplement-1): 101-116 (2003)
[j5]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Implementing Relevance Feedback in the Bayesian Network Retrieval Model. JASIST 54(4): 302-313 (2003)
[c9]
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Fabio Crestani, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
A Multi-layered Bayesian Network Model for Structured Document Retrieval. ECSQARU 2003: 74-86
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Fabio Crestani, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Ranking Structured Documents Using Utility Theory in the Bayesian Network Retrieval Model. SPIRE 2003: 168-182
2002
[j4]
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Luis M. de Campos, Juan M. Fernández-Luna, José A. Gámez, José Miguel Puerta:
Ant colony optimization for learning Bayesian networks. Int. J. Approx. Reasoning 31(3): 291-311 (2002)
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Andrés Cano, Juan M. Fernández-Luna, Serafín Moral:
Computing probability intervals with simulated annealing and probability trees. Journal of Applied Non-Classical Logics 12(2): 151-171 (2002)
[c7]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
A Layered Bayesian Network Model for Document Retrieval. ECIR 2002: 169-182
[c6]
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Luis M. de Campos, Juan M. Fernández-Luna, José Miguel Puerta:
Local Search Methods for Learning Bayesian Networks Using a Modified Neighborhood in the Space of DAGs. IBERAMIA 2002: 182-192
[c5]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Reducing Propagation Effort in Large Polytrees: An Application to Information Retrieval. Probabilistic Graphical Models 2002
2001
[j2]
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Luis M. de Campos, Juan F. Huete, Juan M. Fernández-Luna:
Un modelo de recuperación de información basado en redes bayesianas. Procesamiento del Lenguaje Natural 27: 131-140 (2001)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Relevance Feedback in the Bayesian Network Retrieval Model: An Approach Based on Term Instantiation. IDA 2001: 13-23
2000
[c3]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Building Bayesian Network-Based Information Retrieval Systems. DEXA Workshop 2000: 543-552

1990 – 1999

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1999
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Enrique F. Castillo, Juan M. Fernández-Luna, Pilar Sanmartin:
Potential approach in marginalizing Gibbs models. Int. J. Approx. Reasoning 21(3): 257-290 (1999)
1998
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Query Expansion in Information Retrieval Systems using a Bayesian Network-Based Thesaurus. UAI 1998: 53-60
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Enrique F. Castillo, Juan M. Fernández-Luna, Pilar Sanmartin:
Marginalizing in Undirected Graph and Hypergraph Models. UAI 1998: 69-78

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