Journal papers/Artículos en revistas

  1. M.S. Viñán-Ludeña, L.M. de Campos. Evaluating tourist dissatisfaction with aspect-based sentiment analysis using social media data. Advances in Hospitality and Tourism Research 12(3):254-286, 2024, https://doi.org/10.30519/ahtr.1436175 (abstract) (pdf) (doi)
  2. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. An explainable content-based approach for recommender systems: a case study in journal recommendation for paper submission. User Modeling and User-Adapted Interaction, 34:1431-1465, 2024, DOI https://doi.org/10.1007/s11257-024-09400-6 (abstract) (pdf)
  3. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, F.J. Ribadas-Pena, N. Bolaños. Information retrieval and machine learning methods for academic expert finding. Algorithms 17(2),51, 2024, DOI https://doi.org/10.3390/a17020051 (abstract) (pdf) (doi)
  4. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Use of topical and temporal profiles and their hybridisation for content-based recommendation. User Modeling and User-Adapted Interaction 33(4):911-937, 2023, DOI https://doi.org/10.1007/s11257-022-09354-7 (abstract) (pdf)
  5. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Publication venue recommendation using profiles based on clustering. IEEE Access 10:106886-106896, 2022, DOI https://doi.org/10.1109/ACCESS.2022.3212531 (abstract) (pdf)
  6. M.S. Viñán-Ludeña, L.M. de Campos. Discovering a tourism destination with social media data: BERT-based sentiment analysis. Journal of Hospitality and Tourism Technology 13(5):907-921, 2022, DOI 10.1108/JHTT-09-2021-0259 (abstract) (pdf)
  7. M.S. Viñán-Ludeña, L.M. de Campos. Analyzing tourist data on Twitter: a case study in the province of Granada at Spain. Journal of Hospitality and Tourism Insights 5(2):435-464, 2022, DOI 10.1108/JHTI-11-2020-0209 (abstract) (pdf)
  8. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, L. Redondo-Expósito. LDA-based term profiles for expert finding in a political setting. Journal of Intelligent Information Systems 56(3):529-559, 2021, DOI https://doi.org/10.1007/s10844-021-00636-x (abstract) (pdf)
  9. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, L. Redondo-Expósito. Automatic construction of multi-faceted user profiles using text clustering and its application to expert recommendation and filtering problems. Knowledge-Based Systems 190, article number 105337, 2020, DOI https://doi.org/10.1016/j.knosys.2019.105337 (abstract) (pdf)
  10. L.M. de Campos, A. Cano, J.G. Castellano, S. Moral. Combining gene expression data and prior knowledge for inferring gene regulatory networks via Bayesian networks using structural restrictions. Statistical Applications in Genetics and Molecular Biology, 20180042, 2019. (abstract) (pdf)
  11. E. Vicente-López, L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Predicting IR personalization performance using pre-retrieval query predictors. Journal of Intelligent Information Systems 51:597-620, 2018. (abstract) (pdf)
  12. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, L. Redondo-Expósito. Positive unlabeled learning for building recommender systems in a parliamentary setting. Information Sciences 433-434:221-232, 2018. (abstract) (pdf)
  13. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. On the selection of the correct number of terms for profile construction: theoretical and empirical analysis. Information Sciences 430-431:142-162, 2018. (abstract) (pdf)
  14. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Committee-based profiles for politician finding. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 25(Suppl. 2):21-36, 2017. (abstract) (pdf)
  15. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Profile-based recommendation: a case study in a parliamentary context. Journal of Information Science 43(5):665-682, 2017. (abstract) (pdf)
  16. E. Vicente-López, L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Use of textual and conceptual profiles for personalized retrieval of political documents. Knowledge-Based Systems 112:127-141, 2016. (abstract) (pdf)
  17. E. Vicente-López, L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, A. Tagua-Jiménez, C. Tur-Vigil. An automatic methodology to evaluate personalized information retrieval systems. User Modeling and User-Adapted Interaction 25(1):1-37, 2015 (abstract) (pdf)
  18. A.E. Romero, L.M. de Campos. A probabilistic methodology for multilabel classification. Intelligent Data Analysis 18(5):911-926, 2014 (abstract) (pdf)
  19. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, E. Vicente-López. Using personalization to improve XML retrieval. IEEE Transactions on Knowledge and Data Engineering 26(5):1280-1292, 2014 (abstract) (pdf)
  20. S. Acid, L.M. de Campos, M. Fernández. Score-based methods for learning Markov boundaries by searching in constrained spaces. Data Mining and Knowledge Discovery 26(1):174-212, 2013 (abstract) (pdf)
  21. J.F. Huete, J.M. Fernández-Luna, L.M. de Campos, M.A. Rueda-Morales. Using past-prediction accuracy in recommender systems. Information Sciences 199:78-92, 2012 (abstract) (pdf)
  22. S. Acid, L.M. de Campos, M. Fernández. Evaluation methods and strategies for the interactive use of classifiers. International Journal of Human-Computer Studies 70(5):321-331, 2012 (abstract) (pdf)
  23. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, M.A. Rueda-Morales. Combining content-based and collaborative recommendations: a hybrid approach based on Bayesian networks. International Journal of Approximate Reasoning 51:785-799, 2010 (abstract) (pdf)
  24. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, C. Martín-Dancausa. Managing structured queries in probabilistic XML retrieval systems. Information Processing and Management 46(5):514-532, 2010 (abstract) (pdf)
  25. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, M.A. Rueda-Morales. Using second-hand information in collaborative recommender systems. Soft Computing 14:785-798, 2010 (abstract) (pdf)
  26. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, C.J. Martín-Dancausa. Synchronising video session recordings and textual transcriptions from the andalusian parliament. IADIS International Journal on Computer Science and Information Systems 4(2):120-139, 2009 (abstract) (pdf)
  27. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, C. Martín-Dancausa, A. Tagua-Jiménez, C. Tur-Vigil. An integrated system for managing the andalusian parliament's digital library. Program-Electronic Library and Information Systems 43(2):156-174, 2009 (abstract) (pdf)
  28. L.M. de Campos, A.E. Romero. Bayesian network models for hierarchical text classification from a thesaurus. International Journal of Approximate Reasoning 50(7):932-944, 2009 (abstract) (pdf)
  29. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, M.A. Rueda-Morales. Managing uncertainty in group recommending processes User Modeling and User-Adapted Interaction 19(3):207-242, 2009 (abstract) (pdf)
  30. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. A collaborative recommender system based on probabilistic inference from fuzzy observations. Fuzzy Sets and Systems 159(12):1554-1576, 2008 (abstract) (pdf)
  31. L.M. de Campos, J.G. Castellano. Bayesian network learning algorithms using structural restrictions. International Journal of Approximate Reasoning 45(2):233-254, 2007 (abstract) (pdf)
  32. L.M. de Campos. A scoring function for learning Bayesian networks based on mutual information and conditional independence tests. Journal of Machine Learning Research 7:2149-2187, 2006 (abstract) (pdf)
  33. S. Acid, L.M. de Campos, J.G. Castellano. Learning Bayesian network classifiers: searching in a space of acyclic partially directed graphs. Machine Learning 59(3):213-235, 2005 (abstract) (pdf)
  34. S. Acid, L.M. de Campos, J.M. Fernández-Luna, S. Rodríguez, J.M. Rodríguez, J.L. Salcedo. A comparison of learning algorithms for Bayesian networks. A case study based on an emergency medical service. Artificial Intelligence in Medicine 30(3):215-232, 2004 (abstract) (pdf)
  35. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Clustering terms in the Bayesian network retrieval model: a new approach with two term-layers. Applied Soft Computing 4(2):149-158, 2004 (abstract) (pdf)
  36. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Using context information in structured document retrieval: an approach based on influence diagrams. Information Processing and Management 40(5):829-847, 2004 (abstract) (pdf)
  37. L.M. de Campos, J.M. Fernández-Luna, J.M. Puerta. An iterated local search algorithm for learning Bayesian networks with restarts based on conditional independence tests. International Journal of Intelligent Systems 18:221-235, 2003 (abstract) (pdf)
  38. S. Acid, L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. An information retrieval model based on simple Bayesian networks. International Journal of Intelligent Systems 18:251-265, 2003 (abstract) (pdf)
  39. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Implementing relevance feedback in the Bayesian network retrieval model. Journal of the American Society for Information Science and Technology 54(4):302-313, 2003 (abstract) (pdf)
  40. S. Acid, L.M. de Campos. Searching for Bayesian network structures in the space of restricted acyclic partially directed graphs. Journal of Artificial Intelligence Research 18:445-490, 2003 (abstract) (pdf)
  41. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. The BNR model: Foundations and performance of a Bayesian network retrieval model. International Journal of Approximate Reasoning 34:265-285, 2003 (abstract) (pdf)
  42. L.M. de Campos, J.M. Fernández-Luna, J.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 11:101-116, 2003 (abstract) (pdf)
  43. L.M. de Campos, J.A. Gámez, S. Moral. Partial abductive inference in Bayesian belief networks - An evolutionary computation approach by using problem specific genetic operators. IEEE Transactions on Evolutionary Computation 6(2):105-131, 2002 (abstract) (pdf)
  44. L.M. de Campos, J.M. Fernández-Luna, J.A. Gámez, J.M. Puerta. Ant colony optimization for learning Bayesian networks. International Journal of Approximate Reasoning 31(3):291-311, 2002 (abstract) (pdf)
  45. L.M. de Campos, J.A. Gámez, J.M. Puerta. Learning Bayesian networks by ant colony optimisation: Searching in two different spaces. Mathware and Soft Computing IX(2-3):251-268, 2002
  46. L.M. de Campos, J.A. Gámez, S. Moral. Accelerating chromosome evaluation for partial abductive inference in Bayesian networks by means of explanation set absorption. International Journal of Approximate Reasoning 27(2):121-142, 2001 (abstract) (pdf)
  47. S. Acid, L.M. de Campos, J.F. Huete. Estimating probability values from an incomplete data set. International Journal of Approximate Reasoning 27(2):183-204, 2001 (abstract) (pdf)
  48. S. Acid, L.M. de Campos. A hybrid methodology for learning belief networks: BENEDICT. International Journal of Approximate Reasoning 27(3):235-262, 2001 (abstract) (pdf)
  49. L.M. de Campos, J.A. Gámez, S. Moral. Partial abductive inference in Bayesian belief networks by simulated annealing International Journal of Approximate Reasoning 27(3):263-283, 2001. (abstract) (pdf)
  50. L.M. de Campos, J.F. Huete. Measurement of possibility distributions. International Journal of General Systems 30(3):309-346, 2001 (abstract) (pdf)
  51. L.M. de Campos, J.A. Gámez, S. Moral. Simplifying explanations in Bayesian belief networks. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 9(4):461-489, 2001 (abstract) (pdf)
  52. L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Un modelo de recuperación de información basado en redes bayesianas. (in spanish) Procesamiento del Lenguaje Natural 27:131-138, 2001
  53. L.M. de Campos, J.F. Huete. A new approach for learning belief networks using independence criteria International Journal of Approximate Reasoning 24(1):11-37, 2000. (abstract) (pdf)
  54. L.M. de Campos, J.A. Gámez, S. Moral. Partial abductive inference in Bayesian belief networks using a genetic algorithm. Pattern Recognition Letters 20(11-13):1211-1217, 1999 (abstract) (pdf)
  55. L.M. de Campos, J.F. Huete. Independence concepts in possibility theory: Part I. Fuzzy Sets and Systems 103(1):127-152, 1999 (abstract) (pdf)
  56. L.M. de Campos, J.F. Huete. Independence concepts in possibility theory: Part II. Fuzzy Sets and Systems 103(3):487-505, 1999 (abstract) (pdf)
  57. L.M. de Campos. Independency relationships and learning algorithms for singly connected networks. Journal of Experimental and Theoretical Artificial Intelligence 10(4):511-549, 1998 (abstract) (pdf)
  58. L.M. de Campos, J.F. Huete. Aproximación de una ordenación de variables en redes causales mediante algoritmos genéticos. (in spanish) Revista Iberoamericana de Inteligencia Artificial 4:30-39, 1998
  59. L.M. de Campos, J.F. Huete. On the use of independence relationships for learning simplified belief networks. International Journal of Intelligent Systems 12:495-522, 1997 (abstract) (pdf)
  60. L.M. de Campos, S. Moral. Removing partial inconsistency in valuation based systems. International Journal of Intelligent Systems 12:629-653, 1997 (abstract) (pdf)
  61. L.M. de Campos. Characterizations of decomposable dependency models. Journal of Artificial Intelligence Research 5:239-250, 1996 (abstract) (pdf)
  62. L.M. de Campos, J.F. Huete, S. Moral. Probability intervals: a tool for uncertain reasoning. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 2:167-196, 1994 (abstract) (pdf)
  63. L.M. de Campos, S. Moral. Learning rules for a fuzzy inference model. Fuzzy Sets and Systems 59:247-257, 1993 (abstract) (pdf)
  64. L.M. de Campos, A. González. A fuzzy inference model based on an uncertainty forward propagation approach. International Journal of Approximate Reasoning 9:139-164,1993 (abstract) (pdf)
  65. L.M. de Campos, M.J. Bolaños. Characterization and comparison of Sugeno and Choquet integrals. Fuzzy Sets and Systems 52:61-67, 1992 (abstract) (pdf)
  66. L.M. de Campos, S. Moral. Propagating uncertain information forward. International Journal of Intelligent Systems 7:15-24, 1992 (abstract) (pdf)
  67. L.M. de Campos, M.T. Lamata, S. Moral. A unified approach to define fuzzy integrals. Fuzzy Sets and Systems 39:75-90, 1991 (abstract) (pdf)
  68. L.M. de Campos, M.T. Lamata, S. Moral. The concept of conditional fuzzy measure. International Journal of Intelligent Systems 5:237-246, 1990 (abstract) (pdf)
  69. L.M. de Campos, M.T. Lamata, S. Moral. Distances between fuzzy measures through associated probabilities. Some applications. Fuzzy Sets and Systems 35:57-68, 1990 (abstract) (pdf)
  70. M.J. Bolaños, L.M. de Campos, A. González. Convergence properties of the monotone expectation and its applications to the extension of fuzzy measures. Fuzzy Sets and Systems 33:201-212, 1989 (abstract) (pdf)
  71. L.M. de Campos, M.J. Bolaños. Representation of fuzzy measures through probabilities. Fuzzy Sets and Systems 31:23-36, 1989 (abstract) (pdf)
  72. L.M. de Campos, A. González. A subjective approach for ranking fuzzy numbers. Fuzzy Sets and Systems 29:145-153, 1989 (abstract) (pdf)
  73. L.M. de Campos, M.T. Lamata, S. Moral. Una visión unificada de los operadores en la teoría de la evidencia. (in spanish) Stochastica XII(1):33-47, 1988
  74. A. González, M.A. Vila, L.M. de Campos. On subjective order relations between fuzzy numbers. BUSEFAL 33:9-18, 1987
  75. L.M. de Campos. Operaciones, unimodalidad y combinaciones de variables difusas. (in spanish) Cuadernos de Estadística Matemática 7-8:83-92, 1984