 | 2012 |
|---|
| 83 |       | Alfonso E. Romero,
Luis M. de Campos:
A probabilistic methodology for multilabel classification
CoRR abs/1201.4777: (2012) |
| 82 | | 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) |
| 2011 |
|---|
| 81 | | 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 |
|---|
| 80 |  | 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 |
| 79 | | 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) |
| 78 | | 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) |
| 77 | | 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) |
| 2009 |
|---|
| 76 | | 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 |
| 75 | | 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 |
| 74 | | 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 |
| 73 | | 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) |
| 72 | | 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) |
| 2008 |
|---|
| 71 | | Luis M. de Campos,
Juan M. Fernández-Luna,
Juan F. Huete:
Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling.
ICAISC 2008: 1185-1197 |
| 70 | | 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 |
| 69 | | 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 |
| 68 | | 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 |
| 67 | | 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 |
| 66 | | 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) |
| 2007 |
|---|
| 65 | | 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 |
| 64 | | 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 |
| 63 | | 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 |
| 62 | | 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 |
| 61 | | 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 |
| 60 | | Luis M. de Campos,
Francisco Javier García Castellano:
Bayesian network learning algorithms using structural restrictions.
Int. J. Approx. Reasoning 45(2): 233-254 (2007) |
| 2006 |
|---|
| 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.
INEX 2006: 165-177 |
| 58 | | 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) |
| 2005 |
|---|
| 57 | | 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 |
| 56 | | 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 |
| 55 | | Luis M. de Campos,
Francisco Javier García Castellano:
On the Use of Restrictions for Learning Bayesian Networks.
ECSQARU 2005: 174-185 |
| 54 | | Asma Brini,
Luis M. de Campos,
Didier Dubois,
Mohand Boughanem:
Query Propagation in Possibilistic Information Retrieval Networks.
EUSFLAT Conf. 2005: 1281-1286 |
| 53 | | 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 |
| 52 | | 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) |
| 2004 |
|---|
| 51 | | 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) |
| 50 | | 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) |
| 49 | | 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) |
| 48 | | 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 |
|---|
| 47 | | 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 |
| 46 | | Luis M. de Campos,
José A. Gámez,
Serafín Moral:
Partial Abductive Inference in Bayesian Networks By Using Probability Trees.
ICEIS (2) 2003: 83-91 |
| 45 | | 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 |
| 44 | | 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) |
| 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.
Int. J. Intell. Syst. 18(2): 221-235 (2003) |
| 42 | | 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) |
| 41 | | 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) |
| 40 | | 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) |
| 39 | | 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) |
| 2002 |
|---|
| 38 | | Luis M. de Campos,
Juan M. Fernández-Luna,
Juan F. Huete:
A Layered Bayesian Network Model for Document Retrieval.
ECIR 2002: 169-182 |
| 37 | | 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 |
| 36 | | Luis M. de Campos,
José A. Gámez,
Jose Miguel Puerta:
Graphical Models to Causal Discovery from Data.
Probabilistic Graphical Models 2002 |
| 35 | | 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 |
| 34 | | 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) |
| 33 | | 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) |
| 2001 |
|---|
| 32 | | 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 |
| 31 | | 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 |
| 30 | | 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 |
| 29 | | 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 |
| 28 | | 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) |
| 27 | | 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) |
| 26 | | Silvia Acid,
Luis M. de Campos:
A hybrid methodology for learning belief networks: BENEDICT.
Int. J. Approx. Reasoning 27(3): 235-262 (2001) |
| 25 | | 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) |
| 24 | | 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) |
| 23 | | 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) |
| 2000 |
|---|
| 22 | | Luis M. de Campos,
Juan M. Fernández-Luna,
Juan F. Huete:
Building Bayesian Network-Based Information Retrieval Systems.
DEXA Workshop 2000: 543-552 |
| 21 | | Silvia Acid,
Luis M. de Campos:
Learning Right Sized Belief Networks by Means of a Hybrid Methodology.
PKDD 2000: 309-315 |
| 20 | | 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) |
| 1999 |
|---|
| 19 | | 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 |
|---|
| 18 | | 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 |
| 17 | | Luis M. de Campos:
Independency relationships and learning algorithms for singly connected networks.
J. Exp. Theor. Artif. Intell. 10(4): 511-549 (1998) |
| 1997 |
|---|
| 16 | | Luis M. de Campos,
Juan F. Huete:
Algorithms for Learning Decomposable Models and Chordal Graphs.
UAI 1997: 46-53 |
| 15 | | 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) |
| 1996 |
|---|
| 14 | | Silvia Acid,
Luis M. de Campos:
An Algorithm for Finding Minimum d-Separating Sets in Belief Networks.
UAI 1996: 3-10 |
| 13 | | Luis M. de Campos:
Characterizations of Decomposable Dependency Models
CoRR cs.AI/9612103: (1996) |
| 12 | | Luis M. de Campos:
Characterizations of Decomposable Dependency Models (Research Note).
J. Artif. Intell. Res. (JAIR) 5: 289-300 (1996) |
| 1995 |
|---|
| 11 | | Luis M. de Campos,
Jörg Gebhardt,
Rudolf Kruse:
Axiomatic Treatment of Possibilistic Independence.
ECSQARU 1995: 77-88 |
| 10 | | Luis M. de Campos,
Serafín Moral:
Independence Concepts for Convex Sets of Probabilities.
UAI 1995: 108-115 |
| 1994 |
|---|
| 9 | | Silvia Acid,
Luis M. de Campos:
Approximations of Causal Networks by Polytrees: an Empirical Study.
IPMU 1994: 149-158 |
| 8 | | Luis M. de Campos,
Juan F. Huete,
Serafín Moral:
Uncertainty Management Using Probability Intervals.
IPMU 1994: 190-199 |
| 1993 |
|---|
| 7 | | Juan F. Huete,
Luis M. de Campos:
Learning Causal Polytrees.
ECSQARU 1993: 180-185 |
| 6 | | Luis M. de Campos,
Juan F. Huete:
Learning Non Probalistic Belief Networks.
ECSQARU 1993: 57-64 |
| 5 | | Serafín Moral,
Luis M. de Campos:
Partially Specified Belief Functions.
UAI 1993: 492-499 |
| 4 | | 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) |
| 1991 |
|---|
| 3 | | Silvia Acid,
Luis M. de Campos,
Antonio González,
Rafael Molina,
Nicolas Pérez de la Blanca:
Learning with CASTLE.
ECSQARU 1991: 99-106 |
| 1990 |
|---|
| 2 | | Serafín Moral,
Luis M. de Campos:
Updating Uncertain Information.
IPMU 1990: 58-67 |
| 1988 |
|---|
| 1 | | Luis M. de Campos,
Maria Teresa Lamata,
Serafín Moral:
Logical Connectives for Combining Fuzzy Measures.
ISMIS 1988: 11-18 |
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