Languages

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In progress

J. Medina, M. Espinilla, L. Martínez and A. L. García, "Intelligent multi-dose medication controller for fever: from wearable devices to remote dispensers", Computers and Electrical Engineering, England, Pergamon - Elsevier Science LTD, 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

2017

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.X. Zhang, L. Wang, R. M. Rodríguez, Y.M. Wang and L. Martínez, "A hesitant group emergency decision making method based on prospect theory", Complex and Intelligent Systems, vol. 3, issue 3: Springer, pp. 177-187, 2017.
Y. Dong, Z. Ding, L. Martínez and F. Herrera, "Managing consensus based on leadership in opinion dynamics", Information Sciences, vol. 397–398, pp. 187–205, 2017.
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.
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

R. Yera, J. Castro and L. Martínez, "A fuzzy model for managing natural noise in recommender systems", Applied Soft Computing, vol. 40 , pp. 187–198, 03/2016.
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.
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

L. Martínez and R. Marcos De Moraes, "Computational Intelligence Applications for Data Science", Knowledge Based Systems, vol. 67: Elsevier, pp. 1-2, 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.
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.

2014

L. Martínez and F. Herrera, "Challenges of computing with words in decision making", Information Sciences, vol. 258: Elsevier, pp. 218-219, 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.

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.
J. Liu, L. Martínez, A. Calzada and H. Wang, "A novel belief rule base representation, generation and its inference methodology", Knowledge-based Systems, vol. 53, no. 2013: Elsevier, pp. 129-141, 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.
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

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.

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.
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

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

2004

2003

L. Martínez and P. Luna, "Empirical Study of the Evolution of Computer Security and Auditing in Spanish Companies", UPGRADE the European Journal of CEPIS, vol. 4, no. 6, pp. 6-11, 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

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