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Luis M. de Campos Ibañez

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2020 – today

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2024
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Francisco J. Ribadas-Pena, Néstor Bolaños:
Information Retrieval and Machine Learning Methods for Academic Expert Finding. Algorithms 17(2): 51 (2024)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
An explainable content-based approach for recommender systems: a case study in journal recommendation for paper submission. User Model. User Adapt. Interact. 34(4): 1431-1465 (2024)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Use of topical and temporal profiles and their hybridisation for content-based recommendation. CoRR abs/2401.10607 (2024)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Publication venue recommendation using profiles based on clustering. CoRR abs/2401.10611 (2024)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Luis Redondo-Expósito:
LDA-based Term Profiles for Expert Finding in a Political Setting. CoRR abs/2401.10617 (2024)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Luis Redondo-Expósito:
Automatic Construction of Multi-faceted User Profiles using Text Clustering and its Application to Expert Recommendation and Filtering Problems. CoRR abs/2401.10634 (2024)
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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. CoRR abs/2401.10961 (2024)
[i10]
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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. CoRR abs/2401.10963 (2024)
[i9]
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  - journals/corr/abs-2401-13351
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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. CoRR abs/2401.13351 (2024)
2023
[j57]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Use of topical and temporal profiles and their hybridisation for content-based recommendation. User Model. User Adapt. Interact. 33(4): 911-937 (2023)
2022
[j56]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Publication Venue Recommendation Using Profiles Based on Clustering. IEEE Access 10: 106886-106896 (2022)
[c65]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Fusion strategies to combine topical and temporal information for publication venue recommendation. CIRCLE 2022
2021
[j55]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Luis Redondo-Expósito:
LDA-based term profiles for expert finding in a political setting. J. Intell. Inf. Syst. 56(3): 529-559 (2021)
2020
[j54]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Luis Redondo-Expósito:
Automatic construction of multi-faceted user profiles using text clustering and its application to expert recommendation and filtering problems. Knowl. Based Syst. 190: 105337 (2020)
[c64]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Luis Redondo-Expósito:
Temporal and Topical Profiles for Expert Finding. CIRCLE 2020
[c63]
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Luis Redondo-Expósito, Carmen Tur-Vigil, Antonio Tagua-Jiménez:
Experiencias y Lecciones Aprendidas Sobre Búsqueda de Expertosy Filtrado de Documentos en un Contexto Parlamentario. CIRCLE 2020

2010 – 2019

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2018
[j53]
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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)
[j52]
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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)
[j51]
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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)
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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
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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
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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
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Committee-Based Profiles for Politician Finding. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 25(Supplement-2): 21-36 (2017)
[j49]
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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. Inf. Sci. 43(5): 665-682 (2017)
[c59]
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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
[j48]
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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)
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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
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Silvia Acid, Luis M. de Campos:
Improving Automatic Classifiers Through Interaction. ICAISC (2) 2016: 3-13
2015
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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)
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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
[c55]
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Francisco J. Ribadas-Pena, Luis M. de Campos, Víctor Manuel Darriba Bilbao, Alfonso E. Romero:
CoLe and UTAI at BioASQ 2015: Experiments with Similarity Based Descriptor Assignment. CLEF (Working Notes) 2015
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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
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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
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Alfonso E. Romero, Luis M. de Campos:
A probabilistic methodology for multilabel classification. Intell. Data Anal. 18(5): 911-926 (2014)
[j45]
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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)
[c52]
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Francisco J. Ribadas-Pena, Luis M. de Campos Ibañez, Víctor Manuel Darriba Bilbao, Alfonso E. Romero:
CoLe and UTAI Participation at the 2014 BioASQ Semantic Indexing Challenge. CLEF (Working Notes) 2014: 1361-1374
[c51]
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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
[j44]
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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)
[c50]
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Francisco J. Ribadas-Pena, Luis M. de Campos Ibañez, Víctor Manuel Darriba Bilbao, Alfonso E. Romero:
Two Hierarchical Text Categorization Approaches for BioASQ Semantic Indexing Challenge. BioASQ@CLEF 2013
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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
[i8]
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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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Luis M. de Campos, Juan F. Huete:
Algorithms for Learning Decomposable Models and Chordal Graphs. CoRR abs/1302.1524 (2013)
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  - journals/corr/abs-1302-3549
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Silvia Acid, Luis M. de Campos:
An Algorithm for Finding Minimum d-Separating Sets in Belief Networks. CoRR abs/1302.3549 (2013)
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Luis M. de Campos, Serafín Moral:
Independence Concepts for Convex Sets of Probabilities. CoRR abs/1302.4940 (2013)
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Serafín Moral, Luis M. de Campos:
Partially Specified Belief Functions. CoRR abs/1303.1513 (2013)
2012
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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)
[j42]
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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)
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Alfonso E. Romero, Luis M. de Campos:
A probabilistic methodology for multilabel classification. CoRR abs/1201.4777 (2012)
2011
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Silvia Acid, Luis M. de Campos, Moisés Fernández:
Minimum redundancy maximum relevancy versus score-based methods for learning Markov boundaries. ISDA 2011: 619-623
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Luis M. de Campos, Andrés Cano, Javier G. Castellano, Serafín Moral:
Bayesian networks classifiers for gene-expression data. ISDA 2011: 1200-1206
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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
[j41]
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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. Reason. 51(7): 785-799 (2010)
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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. Manag. 46(5): 514-532 (2010)
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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)
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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

2000 – 2009

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2009
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Luis M. de Campos, Alfonso E. Romero:
Bayesian network models for hierarchical text classification from a thesaurus. Int. J. Approx. Reason. 50(7): 932-944 (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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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 Syst. 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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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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Luis M. de Campos, Francisco Javier García Castellano:
Bayesian network learning algorithms using structural restrictions. Int. J. Approx. Reason. 45(2): 233-254 (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
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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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Luis M. de Campos:
A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests. J. Mach. Learn. Res. 7: 2149-2187 (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
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
A Theoretical Framework for Web Categorization in Hierarchical Directories using Bayesian Networks. Soft Computing in Web Information Retrieva 2006: 25-43
2005
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Silvia Acid, Luis M. de Campos, Francisco Javier García Castellano:
Learning Bayesian Network Classifiers: Searching in a Space of Partially Directed Acyclic Graphs. Mach. Learn. 59(3): 213-235 (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, Francisco Javier García Castellano:
On the Use of Restrictions for Learning Bayesian Networks. ECSQARU 2005: 174-185
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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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Asma Brini, Luis M. de Campos, Didier Dubois, Mohand Boughanem:
Query Propagation in Possibilistic Information Retrieval Networks. EUSFLAT Conf. 2005: 1281-1286
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. Artif. Intell. 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)
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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. Manag. 40(5): 727-733 (2004)
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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. Manag. 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. Reason. 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)
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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)
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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. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 11(Supplement-1): 101-116 (2003)
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Silvia Acid, Luis M. de Campos:
Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs. J. Artif. Intell. Res. 18: 445-490 (2003)
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Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Implementing Relevance Feedback in the Bayesian Network Retrieval Model. J. Assoc. Inf. Sci. Technol. 54(4): 302-313 (2003)
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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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Luis M. de Campos, José A. Gámez, Serafín Moral:
Partial Abductive Inference in Bayesian Networks By Using Probability Trees. ICEIS (2) 2003: 83-91
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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
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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. Reason. 31(3): 291-311 (2002)
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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. Evol. Comput. 6(2): 105-131 (2002)
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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
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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
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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
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Luis M. de Campos, José A. Gámez, José Miguel Puerta:
Graphical Models to Causal Discovery from Data. Probabilistic Graphical Models 2002
2001
[j19]
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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. Reason. 27(2): 121-142 (2001)
[j18]
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Silvia Acid, Luis M. de Campos, Juan F. Huete:
Estimating probability values from an incomplete dataset. Int. J. Approx. Reason. 27(2): 183-204 (2001)
[j17]
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Silvia Acid, Luis M. de Campos:
A hybrid methodology for learning belief networks: BENEDICT. Int. J. Approx. Reason. 27(3): 235-262 (2001)
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Luis M. de Campos, José A. Gámez, Serafín Moral:
Partial abductive inference in Bayesian belief networks by simulated annealing. Int. J. Approx. Reason. 27(3): 263-283 (2001)
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Luis M. de Campos, José A. Gámez, Serafín Moral:
Simplifying Explanations in Bayesian Belief Networks. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 9(4): 461-490 (2001)
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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. Proces. del Leng. Natural 27: 131-140 (2001)
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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
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Luis M. de Campos, José Miguel Puerta:
Stochastic Local Algorithms for Learning Belief Networks: Searching in the Space of the Orderings. ECSQARU 2001: 228-239
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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
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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
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Luis M. de Campos, Juan F. Huete:
A new approach for learning belief networks using independence criteria. Int. J. Approx. Reason. 24(1): 11-37 (2000)
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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
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Silvia Acid, Luis M. de Campos:
Learning Right Sized Belief Networks by Means of a Hybrid Methodology. PKDD 2000: 309-315

1990 – 1999

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1999
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Luis M. de Campos, Juan F. Huete:
Independence concepts in possibility theory: Part I. Fuzzy Sets Syst. 103(1): 127-152 (1999)
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Luis M. de Campos, Juan F. Huete:
Independence concepts in possibility theory: Part II. Fuzzy Sets Syst. 103(3): 487-505 (1999)
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Luis M. de Campos, José A. Gámez, Serafín Moral:
Partial abductive inference in Bayesian belief networks using a genetic algorithm. Pattern Recognit. Lett. 20(11-13): 1211-1217 (1999)
1998
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Luis M. de Campos:
Independency relationships and learning algorithms for singly connected networks. J. Exp. Theor. Artif. Intell. 10(4): 511-549 (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
1997
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Luis M. de Campos, Juan F. Huete:
Aproximación de una ordenación de variables en Redes Causales mediante Algoritmos Genéticos. Inteligencia Artif. 1(4): 30-39 (1997)
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Luis M. de Campos, Juan F. Huete:
On the use of independence relationships for learning simplified belief networks. Int. J. Intell. Syst. 12(7): 495-522 (1997)
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Luis M. de Campos, Serafín Moral:
Removing partial inconsistency in valuation-based systems. Int. J. Intell. Syst. 12(9): 629-653 (1997)
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Luis M. de Campos, Juan F. Huete:
Algorithms for Learning Decomposable Models and Chordal Graphs. UAI 1997: 46-53
1996
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Luis M. de Campos:
Characterizations of Decomposable Dependency Models (Research Note). J. Artif. Intell. Res. 5: 289-300 (1996)
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Silvia Acid, Luis M. de Campos:
An Algorithm for Finding Minimum d-Separating Sets in Belief Networks. UAI 1996: 3-10
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Luis M. de Campos:
Characterizations of Decomposable Dependency Models. CoRR cs.AI/9612103 (1996)
1995
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Luis M. de Campos, Jörg Gebhardt, Rudolf Kruse:
Axiomatic Treatment of Possibilistic Independence. ECSQARU 1995: 77-88
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Luis M. de Campos, Serafín Moral:
Independence Concepts for Convex Sets of Probabilities. UAI 1995: 108-115
1994
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Luis M. de Campos, Juan F. Huete, Serafín Moral:
Probability Intervals: a Tool for uncertain Reasoning. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 2(2): 167-196 (1994)
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Silvia Acid, Luis M. de Campos:
Approximations of Causal Networks by Polytrees: an Empirical Study. IPMU 1994: 149-158
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Luis M. de Campos, Juan F. Huete, Serafín Moral:
Uncertainty Management Using Probability Intervals. IPMU 1994: 190-199
1993
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Luis M. de Campos, Antonio González:
A fuzzy inference model based on an uncertainty forward propagation approach. Int. J. Approx. Reason. 9(2): 139-164 (1993)
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Luis M. de Campos, Juan F. Huete:
Learning Non Probalistic Belief Networks. ECSQARU 1993: 57-64
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Juan F. Huete, Luis M. de Campos:
Learning Causal Polytrees. ECSQARU 1993: 180-185
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Serafín Moral, Luis M. de Campos:
Partially Specified Belief Functions. UAI 1993: 492-499
1992
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Luis M. de Campos, Serafín Moral:
Propagating uncertain information forward. Int. J. Intell. Syst. 7(1): 15-24 (1992)
1991
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Silvia Acid, Luis M. de Campos, Antonio González, Rafael Molina, Nicolas Pérez de la Blanca:
Learning with CASTLE. ECSQARU 1991: 99-106
1990
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Luis M. de Campos, María T. Lamata, Serafín Moral:
The concept of conditional fuzzy measure. Int. J. Intell. Syst. 5(3): 237-246 (1990)
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Serafín Moral, Luis M. de Campos:
Updating Uncertain Information. IPMU 1990: 58-67

1980 – 1989

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1988
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Luis M. de Campos, María Teresa Lamata, Serafín Moral:
Logical Connectives for Combining Fuzzy Measures. ISMIS 1988: 11-18

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