| 2013 | ||
|---|---|---|
| j36 | Silvia Acid, Luis M. de Campos, Moisés Fernández: Score-based methods for learning Markov boundaries by searching in constrained spaces. Data Min. Knowl. Discov. 26(1): 174-212 (2013) | |
| c49 | 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 | |
| i8 | 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) | |
| i7 | Luis M. de Campos, Juan F. Huete: Algorithms for Learning Decomposable Models and Chordal Graphs. CoRR abs/1302.1524 (2013) | |
| i6 | Silvia Acid, Luis M. de Campos: An Algorithm for Finding Minimum d-Separating Sets in Belief Networks. CoRR abs/1302.3549 (2013) | |
| i5 | Luis M. de Campos, Serafín Moral: Independence Concepts for Convex Sets of Probabilities. CoRR abs/1302.4940 (2013) | |
| i4 | ||
| 2012 | ||
| j35 | Silvia Acid, Luis M. de Campos, Moisés Fernández: Evaluation methods and strategies for the interactive use of classifiers. Int. J. Hum.-Comput. Stud. 70(5): 321-331 (2012) | |
| j34 | 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) | |
| i3 | Alfonso E. Romero, Luis M. de Campos: A probabilistic methodology for multilabel classification. CoRR abs/1201.4777 (2012) | |
| 2011 | ||
| c48 | Silvia Acid, Luis M. de Campos, Moisés Fernández: Minimum redundancy maximum relevancy versus score-based methods for learning Markov boundaries. ISDA 2011: 619-623 | |
| c47 | Luis M. de Campos, Andrés Cano, Javier G. Castellano, Serafín Moral: Bayesian networks classifiers for gene-expression data. ISDA 2011: 1200-1206 | |
| i2 | Silvia Acid, Luis M. de Campos: Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs. CoRR abs/1107.0019 (2011) | |
| 2010 | ||
| j33 | 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) | |
| j32 | 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) | |
| j31 | 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) | |
| c46 | 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 | |
| 2009 | ||
| j30 | Luis M. de Campos, Alfonso E. Romero: Bayesian network models for hierarchical text classification from a thesaurus. Int. J. Approx. Reasoning 50(7): 932-944 (2009) | |
| j29 | 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) | |
| c45 | 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 | |
| c44 | 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 | |
| c43 | 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 | ||
| j28 | 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) | |
| c42 | Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete: Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling. ICAISC 2008: 1185-1197 | |
| c41 | 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 | |
| c40 | 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 | |
| c39 | 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 | |
| c38 | 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 | ||
| j27 | Luis M. de Campos, Francisco Javier García Castellano: Bayesian network learning algorithms using structural restrictions. Int. J. Approx. Reasoning 45(2): 233-254 (2007) | |
| c37 | 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 | |
| c36 | 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 | |
| c35 | 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 | |
| c34 | 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 | |
| c33 | 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 | ||
| j26 | Luis 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) | |
| c32 | 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 | ||
| j25 | Silvia Acid, Luis M. de Campos, Francisco Javier García Castellano: Learning Bayesian Network Classifiers: Searching in a Space of Partially Directed Acyclic Graphs. Machine Learning 59(3): 213-235 (2005) | |
| c31 | 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 | |
| c30 | Luis M. de Campos, Juan M. Fernández-Luna, Manuel Gómez, Juan F. Huete: A Decision-Based Approach for Recommending in Hierarchical Domains. ECSQARU 2005: 123-135 | |
| c29 | Luis M. de Campos, Francisco Javier García Castellano: On the Use of Restrictions for Learning Bayesian Networks. ECSQARU 2005: 174-185 | |
| c28 | 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 | |
| c27 | Asma Brini, Luis M. de Campos, Didier Dubois, Mohand Boughanem: Query Propagation in Possibilistic Information Retrieval Networks. EUSFLAT Conf. 2005: 1281-1286 | |
| 2004 | ||
| j24 | 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) | |
| j23 | 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) | |
| j22 | 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) | |
| j21 | 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 | ||
| j20 | 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) | |
| j19 | 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. Int. J. Intell. Syst. 18(2): 221-235 (2003) | |
| j18 | 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) | |
| j17 | 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) | |
| j16 | Silvia Acid, Luis M. de Campos: Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs. J. Artif. Intell. Res. (JAIR) 18: 445-490 (2003) | |
| j15 | 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) | |
| c26 | 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 | |
| c25 | Luis M. de Campos, José A. Gámez, Serafín Moral: Partial Abductive Inference in Bayesian Networks By Using Probability Trees. ICEIS (2) 2003: 83-91 | |
| c24 | 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 | ||
| j14 | Luis M. de Campos, Juan M. Fernández-Luna, José A. Gámez, Jose Miguel Puerta: Ant colony optimization for learning Bayesian networks. Int. J. Approx. Reasoning 31(3): 291-311 (2002) | |
| j13 | 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. IEEE Trans. Evolutionary Computation 6(2): 105-131 (2002) | |
| c23 | Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete: A Layered Bayesian Network Model for Document Retrieval. ECIR 2002: 169-182 | |
| c22 | 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. IBERAMIA 2002: 182-192 | |
| c21 | 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 | |
| c20 | Luis M. de Campos, José A. Gámez, Jose Miguel Puerta: Graphical Models to Causal Discovery from Data. Probabilistic Graphical Models 2002 | |
| 2001 | ||
| j12 | 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. Int. J. Approx. Reasoning 27(2): 121-142 (2001) | |
| j11 | Silvia Acid, Luis M. de Campos, Juan F. Huete: Estimating probability values from an incomplete dataset. Int. J. Approx. Reasoning 27(2): 183-204 (2001) | |
| j10 | Silvia Acid, Luis M. de Campos: A hybrid methodology for learning belief networks: BENEDICT. Int. J. Approx. Reasoning 27(3): 235-262 (2001) | |
| j9 | Luis M. de Campos, José A. Gámez, Serafín Moral: Partial abductive inference in Bayesian belief networks by simulated annealing. Int. J. Approx. Reasoning 27(3): 263-283 (2001) | |
| j8 | Luis M. de Campos, José A. Gámez, Serafín Moral: Simplifying Explanations in Bayesian Belief Networks. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 9(4): 461-490 (2001) | |
| j7 | 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) | |
| c19 | Silvia Acid, Luis M. de Campos, Juan F. Huete: The Search of Causal Orderings: A Short Cut for Learning Belief Networks. ECSQARU 2001: 216-227 | |
| c18 | Luis M. de Campos, Jose Miguel Puerta: Stochastic Local Algorithms for Learning Belief Networks: Searching in the Space of the Orderings. ECSQARU 2001: 228-239 | |
| c17 | 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 | |
| c16 | Silvia Acid, Luis M. de Campos, Susana Rodríguez, José María Rodríguez, José Luis Salcedo: Using Bayesian Networks to Model Emergency Medical Services. ISMDA 2001: 28-34 | |
| 2000 | ||
| j6 | Luis M. de Campos, Juan F. Huete: A new approach for learning belief networks using independence criteria. Int. J. Approx. Reasoning 24(1): 11-37 (2000) | |
| c15 | Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete: Building Bayesian Network-Based Information Retrieval Systems. DEXA Workshop 2000: 543-552 | |
| c14 | Silvia Acid, Luis M. de Campos: Learning Right Sized Belief Networks by Means of a Hybrid Methodology. PKDD 2000: 309-315 | |
| 1999 | ||
| j5 | Luis M. de Campos, José A. Gámez, Serafín Moral: Partial abductive inference in Bayesian belief networks using a genetic algorithm. Pattern Recognition Letters 20(11-13): 1211-1217 (1999) | |
| 1998 | ||
| j4 | Luis M. de Campos: Independency relationships and learning algorithms for singly connected networks. J. Exp. Theor. Artif. Intell. 10(4): 511-549 (1998) | |
| c13 | 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 | |
| 1997 | ||
| j3 | Luis M. de Campos, Juan F. Huete: Aproximación de una ordenación de variables en Redes Causales mediante Algoritmos Genéticos. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 1(4): 30-39 (1997) | |
| c12 | Luis M. de Campos, Juan F. Huete: Algorithms for Learning Decomposable Models and Chordal Graphs. UAI 1997: 46-53 | |
| 1996 | ||
| j2 | Luis M. de Campos: Characterizations of Decomposable Dependency Models (Research Note). J. Artif. Intell. Res. (JAIR) 5: 289-300 (1996) | |
| c11 | Silvia Acid, Luis M. de Campos: An Algorithm for Finding Minimum d-Separating Sets in Belief Networks. UAI 1996: 3-10 | |
| i1 | ||
| 1995 | ||
| c10 | Luis M. de Campos, Jörg Gebhardt, Rudolf Kruse: Axiomatic Treatment of Possibilistic Independence. ECSQARU 1995: 77-88 | |
| c9 | Luis M. de Campos, Serafín Moral: Independence Concepts for Convex Sets of Probabilities. UAI 1995: 108-115 | |
| 1994 | ||
| c8 | Silvia Acid, Luis M. de Campos: Approximations of Causal Networks by Polytrees: an Empirical Study. IPMU 1994: 149-158 | |
| c7 | Luis M. de Campos, Juan F. Huete, Serafín Moral: Uncertainty Management Using Probability Intervals. IPMU 1994: 190-199 | |
| 1993 | ||
| j1 | Luis M. de Campos, Antonio González: A fuzzy inference model based on an uncertainty forward propagation approach. Int. J. Approx. Reasoning 9(2): 139-164 (1993) | |
| c6 | ||
| c5 | ||
| c4 | ||
| 1991 | ||
| c3 | Silvia Acid, Luis M. de Campos, Antonio González, Rafael Molina, Nicolas Pérez de la Blanca: Learning with CASTLE. ECSQARU 1991: 99-106 | |
| 1990 | ||
| c2 | ||
| 1988 | ||
| c1 | Luis M. de Campos, Maria Teresa Lamata, Serafín Moral: Logical Connectives for Combining Fuzzy Measures. ISMIS 1988: 11-18 | |
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