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Luis M. de Campos: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
    Building Bayesian Network-Based Information Retrieval Systems. [Citation Graph (0, 0)][DBLP]
    DEXA Workshop, 2000, pp:543-552 [Conf]
  2. Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
    A Layered Bayesian Network Model for Document Retrieval. [Citation Graph (0, 0)][DBLP]
    ECIR, 2002, pp:169-182 [Conf]
  3. 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. [Citation Graph (0, 0)][DBLP]
    ECIR, 2005, pp:215-229 [Conf]
  4. Silvia Acid, Luis M. de Campos, Antonio González, Rafael Molina, Nicolas Pérez de la Blanca
    Learning with CASTLE. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 1991, pp:99-106 [Conf]
  5. Silvia Acid, Luis M. de Campos, Juan F. Huete
    The Search of Causal Orderings: A Short Cut for Learning Belief Networks. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2001, pp:216-227 [Conf]
  6. Luis M. de Campos, Javier Gomez Castellano
    On the Use of Restrictions for Learning Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2005, pp:174-185 [Conf]
  7. Luis M. de Campos, Juan M. Fernández-Luna, M. Gómez, Juan F. Huete
    A Decision-Based Approach for Recommending in Hierarchical Domains. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2005, pp:123-135 [Conf]
  8. Luis M. de Campos, Jörg Gebhardt, Rudolf Kruse
    Axiomatic Treatment of Possibilistic Independence. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 1995, pp:77-88 [Conf]
  9. Luis M. de Campos, Juan F. Huete
    Learning Non Probalistic Belief Networks. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 1993, pp:57-64 [Conf]
  10. Luis M. de Campos, Jose Miguel Puerta
    Stochastic Local Algorithms for Learning Belief Networks: Searching in the Space of the Orderings. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2001, pp:228-239 [Conf]
  11. Fabio Crestani, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
    A Multi-layered Bayesian Network Model for Structured Document Retrieval. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2003, pp:74-86 [Conf]
  12. Juan F. Huete, Luis M. de Campos
    Learning Causal Polytrees. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 1993, pp:180-185 [Conf]
  13. Luis M. de Campos, Juan M. Fernández-Luna, Jose Miguel Puerta
    Local Search Methods for Learning Bayesian Networks Using a Modified Neighborhood in the Space of DAGs. [Citation Graph (0, 0)][DBLP]
    IBERAMIA, 2002, pp:182-192 [Conf]
  14. Luis M. de Campos, José A. Gámez, Serafín Moral
    Partial Abductive Inference in Bayesian Networks By Using Probability Trees. [Citation Graph (0, 0)][DBLP]
    ICEIS (2), 2003, pp:83-91 [Conf]
  15. 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. [Citation Graph (0, 0)][DBLP]
    IDA, 2001, pp:13-23 [Conf]
  16. Silvia Acid, Luis M. de Campos
    Approximations of Causal Networks by Polytrees: an Empirical Study. [Citation Graph (0, 0)][DBLP]
    IPMU, 1994, pp:149-158 [Conf]
  17. Luis M. de Campos, Juan F. Huete, Serafín Moral
    Uncertainty Management Using Probability Intervals. [Citation Graph (0, 0)][DBLP]
    IPMU, 1994, pp:190-199 [Conf]
  18. Serafín Moral, Luis M. de Campos
    Updating Uncertain Information. [Citation Graph (0, 0)][DBLP]
    IPMU, 1990, pp:58-67 [Conf]
  19. Silvia Acid, Luis M. de Campos, Susana Rodríguez, José María Rodríguez, José Luis Salcedo
    Using Bayesian Networks to Model Emergency Medical Services. [Citation Graph (0, 0)][DBLP]
    ISMDA, 2001, pp:28-34 [Conf]
  20. Luis M. de Campos, M. Teresa Lamata, Serafín Moral
    Logical Connectives for Combining Fuzzy Measures. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1988, pp:11-18 [Conf]
  21. Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
    Reducing Propagation Effort in Large Polytrees: An Application to Information Retrieval. [Citation Graph (0, 0)][DBLP]
    Probabilistic Graphical Models, 2002, pp:- [Conf]
  22. Luis M. de Campos, José A. Gámez, Jose Miguel Puerta
    Graphical Models to Causal Discovery from Data. [Citation Graph (0, 0)][DBLP]
    Probabilistic Graphical Models, 2002, pp:- [Conf]
  23. Silvia Acid, Luis M. de Campos
    Learning Right Sized Belief Networks by Means of a Hybrid Methodology. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:309-315 [Conf]
  24. 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. [Citation Graph (0, 0)][DBLP]
    SPIRE, 2003, pp:168-182 [Conf]
  25. Silvia Acid, Luis M. de Campos
    An Algorithm for Finding Minimum d-Separating Sets in Belief Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 1996, pp:3-10 [Conf]
  26. Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
    Query Expansion in Information Retrieval Systems using a Bayesian Network-Based Thesaurus. [Citation Graph (0, 0)][DBLP]
    UAI, 1998, pp:53-60 [Conf]
  27. Luis M. de Campos, Juan F. Huete
    Algorithms for Learning Decomposable Models and Chordal Graphs. [Citation Graph (0, 0)][DBLP]
    UAI, 1997, pp:46-53 [Conf]
  28. Luis M. de Campos, Serafín Moral
    Independence Concepts for Convex Sets of Probabilities. [Citation Graph (0, 0)][DBLP]
    UAI, 1995, pp:108-115 [Conf]
  29. Serafín Moral, Luis M. de Campos
    Partially Specified Belief Functions. [Citation Graph (0, 0)][DBLP]
    UAI, 1993, pp:492-499 [Conf]
  30. Luis M. de Campos, Juan F. Huete
    Aproximación de una ordenación de variables en Redes Causales mediante Algoritmos Genéticos. [Citation Graph (0, 0)][DBLP]
    Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 1997, v:4, n:, pp:30-39 [Journal]
  31. 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. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2004, v:30, n:3, pp:215-232 [Journal]
  32. 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. [Citation Graph (0, 0)][DBLP]
    Appl. Soft Comput., 2004, v:4, n:2, pp:149-158 [Journal]
  33. Luis M. de Campos
    Characterizations of Decomposable Dependency Models [Citation Graph (0, 0)][DBLP]
    CoRR, 1996, v:0, n:, pp:- [Journal]
  34. Luis M. de Campos, Juan M. Fernández-Luna, José A. Gámez, Jose Miguel Puerta
    Ant colony optimization for learning Bayesian networks. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2002, v:31, n:3, pp:291-311 [Journal]
  35. Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
    The BNR model: foundations and performance of a Bayesian network-based retrieval model. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2003, v:34, n:2-3, pp:265-285 [Journal]
  36. Luis M. de Campos, Antonio González
    A fuzzy inference model based on an uncertainty forward propagation approach. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 1993, v:9, n:2, pp:139-164 [Journal]
  37. Silvia Acid, Luis M. de Campos
    A hybrid methodology for learning belief networks: BENEDICT. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2001, v:27, n:3, pp:235-262 [Journal]
  38. Silvia Acid, Luis M. de Campos, Juan F. Huete
    Estimating probability values from an incomplete dataset. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2001, v:27, n:2, pp:183-204 [Journal]
  39. Luis M. de Campos, José A. Gámez, Serafín Moral
    Accelerating chromosome evaluation for partial abductive inference in Bayesian networks by means of explanation set absorption. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2001, v:27, n:2, pp:121-142 [Journal]
  40. Luis M. de Campos, José A. Gámez, Serafín Moral
    Partial abductive inference in Bayesian belief networks by simulated annealing. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2001, v:27, n:3, pp:263-283 [Journal]
  41. Luis M. de Campos, Juan F. Huete
    A new approach for learning belief networks using independence criteria. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2000, v:24, n:1, pp:11-37 [Journal]
  42. Silvia Acid, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
    An information retrieval model based on simple Bayesian networks. [Citation Graph (0, 0)][DBLP]
    Int. J. Intell. Syst., 2003, v:18, n:2, pp:251-265 [Journal]
  43. Luis M. de Campos, Juan M. Fernández-Luna, Jose Miguel Puerta
    An iterated local search algorithm for learning Bayesian networks with restarts based on conditional independence tests. [Citation Graph (0, 0)][DBLP]
    Int. J. Intell. Syst., 2003, v:18, n:2, pp:221-235 [Journal]
  44. 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. [Citation Graph (0, 0)][DBLP]
    International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2003, v:11, n:Supplement-1, pp:101-116 [Journal]
  45. Luis M. de Campos, José A. Gámez, Serafín Moral
    Simplifying Explanations in Bayesian Belief Networks. [Citation Graph (0, 0)][DBLP]
    International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2001, v:9, n:4, pp:461-490 [Journal]
  46. Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
    Bayesian networks and information retrieval: an introduction to the special issue. [Citation Graph (0, 0)][DBLP]
    Inf. Process. Manage., 2004, v:40, n:5, pp:727-733 [Journal]
  47. Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
    Using context information in structured document retrieval: an approach based on influence diagrams. [Citation Graph (0, 0)][DBLP]
    Inf. Process. Manage., 2004, v:40, n:5, pp:829-847 [Journal]
  48. Silvia Acid, Luis M. de Campos
    Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2003, v:18, n:, pp:445-490 [Journal]
  49. Luis M. de Campos
    Characterizations of Decomposable Dependency Models (Research Note). [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 1996, v:5, n:, pp:289-300 [Journal]
  50. Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
    Implementing Relevance Feedback in the Bayesian Network Retrieval Model. [Citation Graph (0, 0)][DBLP]
    JASIST, 2003, v:54, n:4, pp:302-313 [Journal]
  51. Luis M. de Campos
    Independency relationships and learning algorithms for singly connected networks. [Citation Graph (0, 0)][DBLP]
    J. Exp. Theor. Artif. Intell., 1998, v:10, n:4, pp:511-549 [Journal]
  52. Luis M. de Campos
    A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:7, n:, pp:2149-2187 [Journal]
  53. Silvia Acid, Luis M. de Campos, Javier Gomez Castellano
    Learning Bayesian Network Classifiers: Searching in a Space of Partially Directed Acyclic Graphs. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2005, v:59, n:3, pp:213-235 [Journal]
  54. Luis M. de Campos, Juan F. Huete, Juan M. Fernández-Luna
    Un modelo de recuperación de información basado en redes bayesianas. [Citation Graph (0, 0)][DBLP]
    Procesamiento del Lenguaje Natural, 2001, v:27, n:, pp:131-140 [Journal]
  55. Luis M. de Campos, José A. Gámez, Serafín Moral
    Partial abductive inference in Bayesian belief networks using a genetic algorithm. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1999, v:20, n:11-13, pp:1211-1217 [Journal]
  56. Luis M. de Campos, José A. Gámez, Serafín Moral
    Partial abductive inference in Bayesian belief networks - an evolutionary computation approach by using problem-specific genetic operators. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Evolutionary Computation, 2002, v:6, n:2, pp:105-131 [Journal]
  57. 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. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2007, pp:865-877 [Conf]
  58. 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. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2007, pp:572-584 [Conf]
  59. 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. [Citation Graph (0, 0)][DBLP]
    INEX, 2006, pp:165-177 [Conf]
  60. Luis M. de Campos, Javier Gomez Castellano
    Bayesian network learning algorithms using structural restrictions. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2007, v:45, n:2, pp:233-254 [Journal]

  61. Content-Oriented Relevance Feedback in XML-IR Using the Garnata Information Retrieval System. [Citation Graph (, )][DBLP]


  62. Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling. [Citation Graph (, )][DBLP]


  63. Group Recommending: A methodological Approach based on Bayesian Networks. [Citation Graph (, )][DBLP]


  64. Probabilistic Methods for Structured Document Classification at INEX'07. [Citation Graph (, )][DBLP]


  65. The Garnata Information Retrieval System at INEX'07. [Citation Graph (, )][DBLP]


  66. Probabilistic Methods for Link-Based Classification at INEX 2008. [Citation Graph (, )][DBLP]


  67. New Utility Models for the Garnata Information Retrieval System at INEX'08. [Citation Graph (, )][DBLP]


  68. Link-Based Text Classification Using Bayesian Networks. [Citation Graph (, )][DBLP]


  69. An Integrated System for Accessing the Digital Library of the Parliament of Andalusia: Segmentation, Annotation and Retrieval of Transcriptions and Videos. [Citation Graph (, )][DBLP]


  70. Hierarchical naive bayes models for representing user profiles. [Citation Graph (, )][DBLP]


  71. Measuring predictive capability in collaborative filtering. [Citation Graph (, )][DBLP]


  72. Query Propagation in Possibilistic Information Retrieval Networks. [Citation Graph (, )][DBLP]


  73. e-Bay.Net: Helping Users to Buy in e-commerce Applications. [Citation Graph (, )][DBLP]


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