Juan M. Fernández-Luna

Affiliations:
  • University of Granada


According to our database1, Juan M. Fernández-Luna authored at least 105 papers between 1998 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Online presence:

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Bibliography

2021
LDA-based term profiles for expert finding in a political setting.
J. Intell. Inf. Syst., 2021

2020
Automatic construction of multi-faceted user profiles using text clustering and its application to expert recommendation and filtering problems.
Knowl. Based Syst., 2020

Cybersecurity as Information Retrieval Dimension for Cloud-based Edge-powered IoT Search.
Proceedings of the IEEE Latin-American Conference on Communications, 2020

Experiencias y Lecciones Aprendidas Sobre Búsqueda de Expertosy Filtrado de Documentos en un Contexto Parlamentario.
Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

Temporal and Topical Profiles for Expert Finding.
Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

2019
Temperatus<sup>®</sup> software: A new tool to efficiently manage the massive information generated by iButtons.
Int. J. Medical Informatics, 2019

2018
Modeling and Simulating the Web of Things from an Information Retrieval Perspective.
ACM Trans. Web, 2018

Predicting IR personalization performance using pre-retrieval query predictors.
J. Intell. Inf. Syst., 2018

Positive unlabeled learning for building recommender systems in a parliamentary setting.
Inf. Sci., 2018

On the selection of the correct number of terms for profile construction: Theoretical and empirical analysis.
Inf. Sci., 2018

Selecting Relevance Thresholds to Improve a Recommender System in a Parliamentary Setting.
Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

Content-based recommendation for Academic Expert finding.
Proceedings of the 5th Spanish Conference on Information Retrieval, 2018

PMSC-UGR: A Test Collection for Expert Recommendation Based on PubMed and Scopus.
Proceedings of the Advances in Artificial Intelligence, 2018

2017
Profile-based recommendation: A case study in a parliamentary context.
J. Inf. Sci., 2017

New Trends in Information Access.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2017

Committee-Based Profiles for Politician Finding.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2017

Comparing Machine Learning and Information Retrieval-Based Approaches for Filtering Documents in a Parliamentary Setting.
Proceedings of the Scalable Uncertainty Management - 11th International Conference, 2017

2016
Lucene4IR: Developing Information Retrieval Evaluation Resources using Lucene.
SIGIR Forum, 2016

Use of textual and conceptual profiles for personalized retrieval of political documents.
Knowl. Based Syst., 2016

Advances in real-time indexing models and techniques for the web of things.
Proceedings of the 8th IEEE Latin-American Conference on Communications, 2016

Information-Retrieval-as-a-Service for the Web of Things: A Survey and a Proposal of IRaaS Architecture.
Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud, 2016

Comparing monolithic and committee-based profiles for politician recommendation.
Proceedings of the 4th Spanish Conference on Information Retrieval, 2016

2015
An automatic methodology to evaluate personalized information retrieval systems.
User Model. User Adapt. Interact., 2015

Bibliometric study of the scientific research on "Learning to Rank" between 2000 and 2013.
Scientometrics, 2015

Concept Profiles for Filtering Parliamentary Documents.
Proceedings of the KDIR 2015, 2015

A Lazy Approach for Filtering Parliamentary Documents.
Proceedings of the Electronic Government and the Information Systems Perspective, 2015

Learning Parliamentary Profiles for Recommendation Tasks.
Proceedings of the Advances in Artificial Intelligence, 2015

2014
Using Personalization to Improve XML Retrieval.
IEEE Trans. Knowl. Data Eng., 2014

Fisherman search procedure.
Prog. Artif. Intell., 2014

RankPSO: A New L2R algorithm Based on Particle Swarm Optimization.
J. Multiple Valued Log. Soft Comput., 2014

Learning from explanations in recommender systems.
Inf. Sci., 2014

Personalization of Parliamentary Document Retrieval Using Different User Profiles.
Proceedings of the Posters, 2014

A discrete-event simulator for the web of things from an information retrieval perspective.
Proceedings of the IEEE Latin-America Conference on Communications, 2014

Enhancing collaborative search systems engagement through gamification.
Proceedings of the First International Workshop on Gamification for Information Retrieval, 2014

2013
Personalization and Recommendation in Information Access.
Inf. Process. Manag., 2013

XML search personalization strategies using query expansion, reranking and a search engine modification.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

L2RLab: Integrated Experimenter Environment for Learning to Rank.
Proceedings of the Flexible Query Answering Systems - 10th International Conference, 2013

Being Confident about the Quality of the Predictions in Recommender Systems.
Proceedings of the Advances in Information Retrieval, 2013

2012
Top-N news recommendations in digital newspapers.
Knowl. Based Syst., 2012

Using past-prediction accuracy in recommender systems.
Inf. Sci., 2012

Explaining neighborhood-based recommendations.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

On the Use of Weighted Mean Absolute Error in Recommender Systems.
Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, 2012

2011
Supplying Collaborative Source-code Retrieval Tools to Software Developers.
Proceedings of the 1st European Workshop on Human-Computer Interaction and Information Retrieval, 2011

3rd international workshop on collaborative information retrieval (CIR2011).
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Information Retrieval from Heterogeneous Data Sources: An Application for Managing Medical Records.
Proceedings of the ENTERprise Information Systems - International Conference, 2011

A New Criteria for Selecting Neighborhood in Memory-Based Recommender Systems.
Proceedings of the Advances in Artificial Intelligence, 2011

Introduction to Teaching and Learning in Information Retrieval.
Proceedings of the Teaching and Learning in Information Retrieval, 2011

2010
Using second-hand information in collaborative recommender systems.
Soft Comput., 2010

CIRLab: A groupware framework for collaborative information retrieval research.
Inf. Process. Manag., 2010

Managing structured queries in probabilistic XML retrieval systems.
Inf. Process. Manag., 2010

Combining content-based and collaborative recommendations: A hybrid approach based on Bayesian networks.
Int. J. Approx. Reason., 2010

A Proposal for News Recommendation Based on Clustering Techniques.
Proceedings of the Trends in Applied Intelligent Systems, 2010

A Content-Bsed Approach to Relevance Feedback in XML-IR for Content and Structure Queries.
Proceedings of the KDIR 2010, 2010

Direct Optimization of Evaluation Measures in Learning to Rank Using Particle Swarm.
Proceedings of the Database and Expert Systems Applications, 2010

2009
Managing uncertainty in group recommending processes.
User Model. User Adapt. Interact., 2009

An integrated system for managing the Andalusian Parliament's digital library.
Program, 2009

Teaching and learning in information retrieval.
Inf. Retr., 2009

Introduction to the special issue on teaching and learning in information retrieval.
Inf. Retr., 2009

Introduction to the special issue on Graphical Models and Information Retrieval.
Int. J. Approx. Reason., 2009

Measuring predictive capability in collaborative filtering.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Link-Based Text Classification Using Bayesian Networks.
Proceedings of the Focused Retrieval and Evaluation, 2009

Content-Oriented Relevance Feedback in XML-IR Using the Garnata Information Retrieval System.
Proceedings of the Flexible Query Answering Systems, 8th International Conference, 2009

A proposal for an experimental platform on Collaborative Information Retrieval.
Proceedings of the 2009 International Symposium on Collaborative Technologies and Systems, 2009

2008
A collaborative recommender system based on probabilistic inference from fuzzy observations.
Fuzzy Sets Syst., 2008

Hierarchical naive bayes models for representing user profiles.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

An Integrated System for Accessing the Digital Library of the Parliament of Andalusia: Segmentation, Annotation and Retrieval of Transcriptions and Videos.
Proceedings of the Pattern Recognition in Information Systems, 2008

Development of the XML Digital Library from the Parliament of Andalucía for Intelligent Structured Retrieval.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Probabilistic Methods for Link-Based Classification at INEX 2008.
Proceedings of the Advances in Focused Retrieval, 2008

New Utility Models for the Garnata Information Retrieval System at INEX'08.
Proceedings of the Advances in Focused Retrieval, 2008

Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007
Information retrieval and applications of graphical models (IRGM 2007).
SIGIR Forum, 2007

Probabilistic Methods for Structured Document Classification at INEX'07.
Proceedings of the Focused Access to XML Documents, 2007

The Garnata Information Retrieval System at INEX'07.
Proceedings of the Focused Access to XML Documents, 2007

Group Recommending: A methodological Approach based on Bayesian Networks.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

Automatic Indexing from a Thesaurus Using Bayesian Networks: Application to the Classification of Parliamentary Initiatives.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

Average and Majority Gates: Combining Information by Means of Bayesian Networks.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

2006
A Theoretical Framework for Web Categorization in Hierarchical Directories using Bayesian Networks.
Proceedings of the Soft Computing in Web Information Retrieval - Models and Applications, 2006

Introduction to the special issue on the 27th European Conference on Information Retrieval Research.
Inf. Retr., 2006

Influence Diagrams and Structured Retrieval: Garnata Implementing the SID and CID Models at INEX'06.
Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

2005
Report on the 27th European conference on information retrieval research (ECIR 2005).
SIGIR Forum, 2005

e-Bay.Net: Helping Users to Buy in e-commerce Applications.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

A Decision-Based Approach for Recommending in Hierarchical Domains.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Improving the Context-Based Influence Diagram Model for Structured Document Retrieval: Removing Topological Restrictions and Adding New Evaluation Methods.
Proceedings of the Advances in Information Retrieval, 2005

2004
Using context information in structured document retrieval: an approach based on influence diagrams.
Inf. Process. Manag., 2004

Bayesian networks and information retrieval: an introduction to the special issue.
Inf. Process. Manag., 2004

Clustering terms in the Bayesian network retrieval model: a new approach with two term-layers.
Appl. Soft Comput., 2004

A comparison of learning algorithms for Bayesian networks: a case study based on data from an emergency medical service.
Artif. Intell. Medicine, 2004

2003
Implementing Relevance Feedback in the Bayesian Network Retrieval Model.
J. Assoc. Inf. Sci. Technol., 2003

Improving the Efficiency of the Bayesian Network Retrieval Model by Reducing Relationships Between Terms.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2003

An iterated local search algorithm for learning Bayesian networks with restarts based on conditional independence tests.
Int. J. Intell. Syst., 2003

An information retrieval model based on simple Bayesian networks.
Int. J. Intell. Syst., 2003

The BNR model: foundations and performance of a Bayesian network-based retrieval model.
Int. J. Approx. Reason., 2003

Ranking Structured Documents Using Utility Theory in the Bayesian Network Retrieval Model.
Proceedings of the String Processing and Information Retrieval, 2003

A Multi-layered Bayesian Network Model for Structured Document Retrieval.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003

2002
Computing probability intervals with simulated annealing and probability trees.
J. Appl. Non Class. Logics, 2002

Ant colony optimization for learning Bayesian networks.
Int. J. Approx. Reason., 2002

Reducing Propagation Effort in Large Polytrees: An Application to Information Retrieval.
Proceedings of the First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002, 2002

Local Search Methods for Learning Bayesian Networks Using a Modified Neighborhood in the Space of DAGs.
Proceedings of the Advances in Artificial Intelligence, 2002

A Layered Bayesian Network Model for Document Retrieval.
Proceedings of the Advances in Information Retrieval, 2002

2001
Un modelo de recuperación de información basado en redes bayesianas.
Proces. del Leng. Natural, 2001

Relevance Feedback in the Bayesian Network Retrieval Model: An Approach Based on Term Instantiation.
Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

2000
Building Bayesian Network-Based Information Retrieval Systems.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

1999
Potential approach in marginalizing Gibbs models.
Int. J. Approx. Reason., 1999

1998
Marginalizing in Undirected Graph and Hypergraph Models.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Query Expansion in Information Retrieval Systems using a Bayesian Network-Based Thesaurus.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998


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