Idiomas

Publicaciones

In progress

J. Castro, J. Lu, G. Zhang, Y. Dong and L. Martínez, "Opinion Dynamics-Based Group Recommender Systems", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. in press: IEEE, In progress.
P. Hao, G. Zhang, L. Martínez and J. Lu, "Regularizing Knowledge Transfer in Recommendation With Tag-Inferred Correlation", IEEE Transactions on Cybernetics, vol. PP, no. 99, pp. 1-14, In progress.

2018

L. Wang, R. M. Rodríguez and Y-M. Wang, "A dynamic multi-attribute group emergency decision making method considering experts’ hesitation", International Journal of Computational Intelligence Systems, vol. 11, Netherland, Atlantis press, pp. 163-182, 2018. PDF icon 2017-Wang et al.IJCIS-vol11.pdf (652.11 KB)
J. Castro, R. Yera and L. Martínez, "A fuzzy approach for natural noise management in group recommender systems", Expert Systems with Applications, vol. 94, pp. 237–249, 03/ 2018.

2017

P. Gómez, A. Partal and M. Espinilla, "Classification of the risk in the new financing framework of the Deposit Guarantee Systems in Europe: K-Means Cluster Analysis and Soft Computing", International Journal of Computational Intelligence Systems, vol. 10, issue 1, France, Atlantis Press, pp. 78-89, 2017.
M. Espinilla and C. Nugent, "Computational Intelligence for Smart Environments", International Journal of Computational Intelligence Systems, vol. 10, Francia, Paris, ATLANTIS PRESS, pp. 1250 - 1251, 2017. PDF icon ijcis_10_1250_1251.pdf (455.82 KB)
M. Espinilla, J. Medina, A. L. García, S. Campana and J. Mario Lond Peláez, "Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices", Mobile Information Systems, vol. 2017, issue 7838464, England, London, HINDAWI LTD, pp. 1-10, 2017. PDF icon MEspinillaMis.pdf (2.07 MB)
M. Muñoz, E. Miranda and P. J. Sánchez, "A Fuzzy System for Estimating Premium Cost of Option Exchange Using Mamdani Inference: Derivatives Market of Mexico", INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, vol. 10, no. 1, PARIS, 75019, FRANCE, ATLANTIS PRESS, 29 AVENUE LAUMIERE, , pp. 153-164, 01/2017. PDF icon ijcis_10_153_164 (1).pdf (1.61 MB)
R. Yera and L. Martínez, "Fuzzy Tools in Recommender Systems: A Survey ", International Journal of Computational Intelligence Systems, vol. 10, issue 1, pp. 776 - 803, 2017. PDF icon ijcis_10_776_803.pdf (2.35 MB)
Z. Zhang, C. Guo and L. Martínez, "Managing Multigranular Linguistic Distribution Assessments in Large-Scale Multiattribute Group Decision Making", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 47, issue 11: IEEE, pp. 3063 - 3076, 2017.
M. Espinilla, J. Liu and J. Manuel Chamizo, "Special Issue on “Recent Advancements in Ubiquitous Computing”", Journal of Ambient Intelligence and Humanized Computing, vol. 8, Germany, Springer-Verlag Berlin Heidelberg, pp. 467–468, 08/2017. PDF icon 10.1007_s12652-017-0476-6(1).pdf (335.45 KB)
J. Medina, L. Martínez and M. Espinilla, "Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments", International Journal of Communication Systems, vol. 30, issue 5, no. 3238, New Jersey, John Wiley & Sons, Ltd, 2017.

2016

L. Martínez and J. Lu, "A Humble Tribute to 50 Years of Fuzzy Sets", International Journal of Computational Intelligence Systems, vol. 9: Taylor and Francis, pp. 1-2, 26 Apr 2016.
L. G. Pérez, F. Mata, F. Chiclana and E. Herrera-Viedma, "Modeling Influence In Group Decision Making", Soft Computing, vol. 20, issue 4: Springer, pp. 1653-1665, 01/2016.
J. Liu, R. M. Rodríguez and L. Martínez, "New Trends of Information Fusion in Decision Making", Information fusion, vol. 29: Elsevier, pp. 87-88, 2016.
R. M. Rodríguez, Á. Labella and L. Martínez, "An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making", International Journal of Computational Intelligence Systems , vol. 9: Taylor and Francis, pp. 81-94, 2016.

2015

J. Castro, F. J. Quesada, I. Palomares and L. Martínez, "A Consensus-Driven Group Recommender System", International Journal of Intelligent Systems, vol. 30, no. 8, pp. 887–906, 2015.
R. Yera, Y. Caballero and L. Martínez, "Correcting noisy ratings in collaborative recommender systems", Knowledge-based Systems, vol. 76: Elsevier, pp. 96-108, 2015.
C. Wei, Z. Ren and R. M. Rodríguez, "A Hesitant Fuzzy Linguistic TODIM Method Based on a Score Function", International Journal of Computational Intelligence Systems, vol. 8, no. 4, pp. 701-712, 2015.
T. Li, J. Lu and L. Martínez, "Preface: Intelligent Techniques for Data Science", International Journal of Intelligent Systems, vol. 30, issue 8: Wiley Periodicals, Inc., pp. 851-853, 2015.
M. Espinilla, N. Halouani and H. Chabchoub, "Pure linguistic PROMETHEE I and II methods for heterogeneous MCGDM problems", International Journal of Computational Intelligence Systems, vol. 8, no. 2: Taylor and Francis, pp. 250-264, 2015.

2014

L. Martínez and F. Herrera, "Challenges of computing with words in decision making", Information Sciences, vol. 258: Elsevier, pp. 218-219, 2014.
M. Espinilla, J. Montero and J.T. Rodríguez, "Computational Intelligence in Decision Making", International Journal of Computational Intelligence Systems, vol. 7, no. supp1: Taylor and Francis, pp. 1-5, 2014.
I. Palomares, "Consensus model for large-scale group decision support in IT services management", Intelligent Decision Technologies, vol. 8, no. 2: IOS Press, pp. 81-94, 2014.
Y. Zulueta, J. Martínez-Moreno, R. Bello and L. Martínez, "A Discrete Time Variable Index for Supporting Dynamic Multi-criteria Decision Making", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 22, no. 1, pp. 1-22, 2014.
F. J. Estrella, M. Espinilla and L. Martínez, "Fuzzy Linguistic Olive Oil Sensory Evaluation Model based on Unbalanced Linguistic Scales", Journal of Multiple-valued Logic and Soft Computing, vol. 22: Old City Publishing, pp. 501-520, 2014.
F. Herrera, L. Martínez, V. Torra and Z.S. Xu, "Hesitant Fuzzy Sets: An emerging Tool in Decision Making", International Journal of Intelligent Systems, vol. 29, no. 6: Wiley, pp. 493-494, 2014.
R. M. Rodríguez, L. Martínez, V. Torra, Z.S. Xu and F. Herrera, "Hesitant fuzzy sets: State of the art and future directions", International Journal of Intelligent Systems, vol. 29, no. 6: Wiley, pp. 495-524, 2014.
I. Palomares, L. Martínez and F. Herrera, "MENTOR: A Graphical Monitoring Tool of Preferences Evolution in Large-Scale Group Decision Making", Knowledge-based Systems, vol. 58, no. Spec. Iss. Intelligent Decision Support Making Tools and Techniques: IDSMT: Elsevier, pp. 66-74, 2014.
I. Palomares and L. Martínez, "A Semi-Supervised Multi-Agent System Model to support Consensus Reaching Processes", IEEE Transactions on Fuzzy Systems, vol. 22, no. 4: IEEE, pp. 762-777, 2014.
L. G. Pérez, F. Mata and F. Chiclana, "Social Network Decision Making with Linguistic Trustworthiness–Based Induced OWA Operators", International Journal of Intelligent Systems, vol. 29, no. 12, pp. 1117–1137, 2014.
J. Castro, R. M. Rodríguez and M. J. Barranco, "Weighting of Features in Content-Based Filtering with Entropy and Dependence Measures", International Journal of Computational Intelligence Systems, vol. 7, no. 1: Taylor and Francis, pp. 80-89, 2014.

2013

R. M. Rodríguez and L. Martínez, "An Analysis of Symbolic Linguistic Computing Models in Decision Making", International Journal of General Systems, vol. 42, no. 1: Taylor and Francis, pp. 121-136, 2013.

2012

X. He, J. Liu, Y. Xu, L. Martínez and D. Ruan, "On alpha-satisfiability and its alpha-lock resolution in a finite lattice-valued propositional logic", Logic Journal of the IGPL, vol. 20, no. 3: Oxford University Press, pp. 579-588, 2012.
M. Espinilla, I. Palomares, L. Martínez and D. Ruan, "A comparative study of heterogeneous decision analysis approaches applied to sustainable energy evaluation", International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, vol. 20, no. supp01: World Scientific, pp. 159-174, 2012.
S. Gramajo and L. Martínez, "A Linguistic Decision Support Model for QoS Priorities in Networking", Knowledge-based Systems, vol. 32, no. 1: Elsevier, pp. 65-75, 2012.
I. Palomares, J. Liu, Y. Xu and L. Martínez, "Modelling experts' attitudes in group decision making", Soft Computing, vol. 16, no. 10: Springer, pp. 1755-1766, 2012.
W. Li, J. Liu, H. Wang, A. Calzada, R. M. Rodríguez and L. Martínez, "A Qualitative Decision Making Model based on Belief Linguistic Rule based Inference Methodology", International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, vol. 20, no. supp01: World Scientific, pp. 105-118, 2012.

2011

M. Espinilla, J. Liu and L. Martínez, "An Extended Hierarchical Linguistic Model for Decision-Making Problems", Computational Intelligence, vol. 27, no. 3: Wiley, pp. 489-512, 2011.
R. M. Rodríguez, D. Ruan, J. Liu and L. Martínez, "A hybrid model to deal with missing values in nuclear safeguards evaluation", International Journal of Nuclear Knowledge Management, vol. 5, no. 2: Inderscience, pp. 194-218, 2011.

2010

L. Martínez, D. Ruan and F. Herrera, "Computing with Words in Decision support Systems: An overview on Models and Applications", International Journal of Computational Intelligence Systems (IJCIS), vol. 3, no. 4: Atlantis Press, pp. 382-395, 2010.
J. Liu, L. Martínez, H. Wang, R. M. Rodríguez and V. Novozhilov, "Computing with Words in Risk Assessment", International Journal of Computational Intelligence Systems (IJCIS), vol. 3, no. 4: Atlantis Press, pp. 396-419, 2010.
R. de Andrés, M. Espinilla and L. Martínez, "An Extended Hierarchical Linguistic Model for Managing Integral Evaluation", International Journal of Computational Intelligence Systems (IJCIS), vol. 3, no. 4: Atlantis Press, pp. 486-500, 2010.
J.M. Merigó, M. Casanovas and L. Martínez, "Linguistic Aggregation Operators for Linguistic Decision Making based on the Dempster-Shafer Theory of Evidence", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), vol. 18, no. 3: World Scientific, 2010.
J. M. Moreno, J.M. Morales, C. Porcel and E. Herrera-Viedma, "A Quality Evaluation Methodology for Health-related Websites Based on the 2-tuple Fuzzy Linguistic Approach", Special Issue on Web Quality of the journal Soft Computing, vol. 14, no. 8: Springer, pp. 887-897, 2010.
F. Herrera and L. Martínez, "Special Issue on Decision Support Systems based on Computing with Words: Applications", INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, vol. 3, no. 4, SI, pp. 3, OCT, 2010.
J. Montero and L. Martínez, "Upgrading Ideas about the Concept of Soft Computing", International Journal of Computational Intelligence Systems, vol. 3, no. 2: Atlantis Press, pp. 144-147, 2010.
R. M. Rodríguez, L. Martínez, D. Ruan and J. Liu, "Using Collaborative Filtering for Dealing with Missing Values in Nuclear Safeguards Evaluation", International Journal of Uncertainty, Fuzziness and knowledge-based Systems, vol. 18, no. 4: World Scientific, pp. 431-450, 2010.

2009

F. Molina, L. García-Cabrera and N. Medina-Medina, "Applying Software Evolution Theory to Hypermedia Systems", Internationa Journal of Web Engineering and Technology, vol. 5, no. 1: Interscience Publishers, pp. 69-87, 2009.
L. Martínez, M. Espinilla, J. Liu, L. G. Pérez and P. J. Sánchez, "An Evaluation Model with Unbalanced Linguistic Information:Applied to Olive Oil Sensory Evaluation", Journal of Multiple-Valued Logic and Soft Computing, vol. 15, no. 2: OCP Science, pp. 229-251, 2009.
J. Liu, D. Ruan, H. Wang and L. Martínez, "Improving nuclear safeguards evaluation through enhanced belief rule-based inference methodology", Int. J. Nuclear Knowledge Management, vol. 3, no. 3: Inderscience, pp. 312-339, 2009.
L. Martínez, D. Ruan, F. Herrera and E. Herrera-Viedma, "Linguistic decision making: Tools and applications Preface", INFORMATION SCIENCES, vol. 179, no. 14, pp. 2297-2298, JUN 27, 2009.
C. Porcel, E. Herrera-Viedma and J. M. Moreno, "A Multi-disciplinar Recommender System to Advice Research Resources in University Digital Libraries", Expert Systems with Applications, vol. 36, no. 10: PERGAMON-ELSEVIER SCIENCE LTD, pp. 12520-12528, 2009.
C. Porcel, A.G. López and E. Herrera-Viedma, "A Recommender System for Research Resources based on Fuzzy Linguistic Modeling", Expert Systems with Applications, vol. 36, no. 3: PERGAMON-ELSEVIER SCIENCE LTD., pp. 5173-5183, 2009.

2008

S. Alonso, F. Chiclana, F. Herrera, E. Herrera-Viedma, J. Alcalá and C. Porcel, "A Consistency-Based Procedure to Estimate Missing Pairwise Preference Values", International Journal of Intelligent Systems, vol. 23, no. 2: Wiley, pp. 155-175, 2008.
F. Araque, R. Carrasco, A. Salguero, M.A. Vila and L. Martínez, "Fuzzy Extended Dependencies to Support Decision-Making in Project Management", Journal of Multiple-Valued Logic and Soft Computing, vol. 14: OCP Science, pp. 435-455, 2008.
F. Herrera, E. Herrera-Viedma and L. Martínez, "A Fuzzy Linguistic Methodology To Deal With Unbalanced Linguistic Term Sets", IEEE Transactions on Fuzzy Systems, vol. 16, no. 2: IEEE, pp. 354-370, 2008.
L. Martínez, L. G. Pérez, M. J. Barranco and M. Espinilla, "Improving The Effectiveness of Knowledge Based Recommender Systems Using Incomplete Linguistic Preference Relations", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS) special issue: Fuzzy Approaches in Preference Modelling, Decision Making and Applications, vol. 16, no. 2: World Scientific, pp. 33-56, 2008.
F. Chiclana, F. Mata, L. Martínez, E. Herrera-Viedma and S. Alonso, "Integration of a Consistency Control Module Within a Consensus Mode", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), vol. 16, no. 1: World Scientific, pp. 35-53, 2008.
L. Martínez, M. J. Barranco, L. G. Pérez and M. Espinilla, "A Knowledge Based Recommender System with Multigranular Linguistic Information", International Journal of Computational Intelligence Systems, vol. 1, no. 3: Atlantis Press, pp. 312-319, 2008.
L. Martínez, M. Espinilla and L. G. Pérez, "A Linguistic Multigranular Sensory Evaluation Model for Olive Oil", International Journal of Computational Intelligence Systems, vol. 1, no. 2: Atlantis Press, pp. 148-158, 2008.
J. Liu, J.B. Yang, D. Ruan, L. Martínez and J. Wang, "Self-tuning of fuzzy belief rule bases for engineering system safety analysis", Annals of Operations Research, vol. 163, no. 1: Springer, pp. 143-168, 2008.

2007

L. Martínez and J. Montero, "Challenges for Improving Consensus Reaching Process in Collective Decisions", New Mathematics and Natural Computation, vol. 3, no. 2: World Scientific, pp. 1-15, 2007.
F. Araque, A. Salguero, L. Martínez, E. Navarro and M. Calero, "Data Warehousing for Improving Web-based Learning Sites", International Journal of Emerging Technologies in Learning, vol. 2, no. 4: Open Access Journal, pp. 42-47, 2007.
L. Martínez, J. Liu, D. Ruan and J.B. Yang, "Dealing with Heterogeneous Information in Engineering Evaluation Processes", Information Sciences, vol. 177, no. 7: Elsevier, pp. 1533-1542, 2007.
E. Herrera-Viedma, A.G. López, M. Luque and C. Porcel, "A Fuzzy Linguistic IRS Model Based on a 2-Tuple Fuzzy Linguistic Approach", International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, vol. 15, no. 2: World Scientific, pp. 225-250, 2007.
L. Martínez, L. G. Pérez and M. J. Barranco, "A Multi-granular Linguistic Content-based Recommendation Model", International Journal of Intelligent Systems, vol. 22, no. 5: Wiley, pp. 419-434, 2007.
L. Martínez, "Sensory Evaluation Based on Linguistic Decision Analysis", International Journal of Aproximated Reasoning, vol. 44, no. 2: Elsevier, pp. 148-164, 2007.

2006

E. Herrera-Viedma, G. Pasi, A.G. López and C. Porcel, "Evaluating the Information Quality of Web Sites: A Methodology Based on Fuzzy Computing with Words", Journal of American Society for Information Science and Technology, vol. 57, no. 4: Wiley, pp. 538-549, 2006.
L. Martínez, J. Liu and J.B. Yang, "A Fuzzy Model for Design Evaluation Based on Multiple-Criteria Analysis in Engineering Systems", International Journal of Uncertainty , Fuzziness and Knowledge-Based Systems, vol. 14, no. 3: World Scientific, pp. 317-336, 2006.
F. Herrera, E. Herrera-Viedma, L. Martínez and PP. Wang, "Recent advancements of fuzzy sets: Theory and practice", INFORMATION SCIENCES, vol. 176, no. 4, SI, pp. 349-351, FEB, 2006.

2005

F. Herrera, L. Martínez and P. J. Sánchez, "Managing non-homogeneous information in group decision making", European Journal of Operational Research, vol. 166, no. 1: Elsevier, pp. 115-132, 2005.
L. Martínez, J. Liu, J.B. Yang and F. Herrera, "A Multi-Granular Hierarchical Linguistic Model for Design Evaluation Based on Safety and Cost Analysis", International Journal of Intelligent Systems, vol. 20, no. 12: Wiley, pp. 1161-1194, 2005.

2004

2003

B. De Baets, M. Delgado, J. Fodor, F. Herrera, E. Herrera-Viedma and L. Martínez, "Preference modeling and applications: EUROFUSE 2001", INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, vol. 18, no. 7, pp. 709-710, JUL, 2003.

2002

L. García-Cabrera, M.J. Rodríguez and J. Parets, "Evolving Hypermedia Systems: A Layered Software Architecture", Journal of Software Maintenance and Evolution-Research and Practice, vol. 14: Wiley, pp. 389-405, 2002.

2001

F. Herrera and L. Martínez, "The 2-tuple Linguistic Computational Model. Advantages of its linguistic description, accuracy and consistency", International Journal of Uncertainty , Fuzziness and Knowledge-Based Systems, vol. 9, no. 1: World Scientific, pp. 33-48, 2001.
F. Herrera and L. Martínez, "A model based on linguistic 2-tuples for dealing with multigranularity hierarchical linguistic contexts in Multiexpert Decision-Making", IEEE Transactions on Systems, Man and Cybernetics. Part B: Cybernetics, vol. 31, no. 2: IEEE, pp. 227-234, 2001.

2000

F. Herrera and L. Martínez, "A 2-tuple Fuzzy Linguistic Representation Model for Computing with Words", IEEE Transactions on Fuzzy Systems, vol. 8, no. 6: IEEE, pp. 746-752, 2000.
F. Herrera and L. Martínez, "An Approach for Combining Numerical and Linguistic Information based on the 2-tuple fuzzy linguistic representation model in Decision Making", International Journal of Uncertainty , Fuzziness and Knowledge-Based Systems, vol. 8, no. 5: World Scientific, pp. 539-562, 2000.

1998

1996