2024
Kuo Pang, Luis Martínez, Nan Li, Jun Liu, Li Zou, Mingyu Lu
A concept lattice-based expert opinion aggregation method for multi-attribute group decision-making with linguistic information
https://doi.org/10.1016/j.eswa.2023.121485
1-s2.0-S0957417423019875-main.pdf2.67 MB
Expert Systems with Applications, vol. 237, p. 121485, 2024.
Hongyu Chen, Jun Liu, Geoffrey Qiping Shen, Luis Martínez, Muhammet Deveci, Zhen-Song Chen, Yang Liu
Multisource information fusion for real-time optimization of shield construction parameters
https://doi.org/10.1016/j.knosys.2024.111413
Knowledge-Based Systems, vol. 286, p. 111413, 2024.
Kuo Pang, Chao Fu, Luis Martínez, Jun Liu, Li Zou, Mingyu Lu
An extended multi-expert concept lattice-based heterogeneous multi-attribute group decision-making approach
https://doi.org/10.1016/j.ins.2024.120345
Information Sciences, vol. 665, p. 120345, 2024.
2022
Long-Hao Yang, Jun Liu, Ying-Ming Wang, Hui Wang, Luis Martínez
"Enhancing extended belief rule-based systems for classification problems using decomposition strategy and overlap function"
"International Journal of Machine Learning and Cybernetics", vol. 13, pp. 811-837, 2022.
Li Zou, Luis Martínez, Jun Liu, Xiaoping Qiu, XingXing He
New trends on machine learning applied to information processing under uncertainty
10.1007/s13042-022-01504-y
International Journal Of Machine Learning And Cybernetics, vol. 13, pp. 567–568, 2022.
2021
Long-Hao Yang, Jun Liu, Y.M. Wang, Luis Martínez
A Micro-Extended Belief Rule-Based System for Big Data Multiclass Classification Problems
10.1109/TSMC.2018.2872843
08510811.pdf4.77 MB
IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, n.º 1, pp. 420-440, 2021.
Jun Liu, Rosa María Rodríguez, Hui Wang
Knowledge Enhanced Data Analytics for Autonomous Decision Making
10.1016/j.ijar.2021.06.011
International Journal of Approximate Reasoning, vol. 136, pp. 247-248, 2021.
Long-Hao Yang, Jun Liu, Y.M. Wang, Chris Nugent, Luis Martínez
Online updating extended belief rule-based system for sensor-based activity recognition
https://doi.org/10.1016/j.eswa.2021.115737
Expert Systems with Applications, vol. 186, p. 115737, 2021.
2019
Long-Hao Yang, Jun Liu, Y.M. Wang, Luis Martínez
"New activation weight calculation and parameter optimization for extended belief rule-based system based on sensitivity analysis"
"10.1007/s10115-018-1211-0"
"Knowledge and Information Systems", vol. "60", pp. 837-878, 2019.
2018
Long-Hao Yang, Jun Liu, Y.M. Wang, Luis Martínez
"Extended belief-rule-based system with new activation rule determination and weight calculation for classification problems"
"https://doi.org/10.1016/j.asoc.2018.08.004"
published.pdf1.25 MB
"Applied Soft Computing", vol. "72", pp. 261-272, 2018.
Long-Hao Yang, Y.M. Wang, Jun Liu, Luis Martínez
A joint optimization method on parameter and structure for belief-rule-based systems
https://doi.org/10.1016/j.knosys.2017.11.039
Knowledge-Based Systems, vol. 142, pp. 220-240, 2018.
2017
Macarena Espinilla, Jun Liu, Juan Chamizo
Recent Advancements in Ubiquitous Computing
10.1007/s12652-017-0476-6
10.1007_s12652-017-0476-6(1).pdf335.45 KB
Journal of Ambient Intelligence and Humanized Computing, vol. 8, 4 vol., pp. 467-468, 2017.
Macarena Espinilla, Javier Medina, Alberto Calzada, Jun Liu, Luis Martínez, Chris Nugent
Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology
10.1016/j.micpro.2016.10.007
Microprocessors and Microsystems, vol. 52, pp. 381-390, 2017.
2016
Jun Liu, Rosa María Rodríguez, Luis Martínez
New Trends of Information Fusion in Decision Making
10.1016/j.inffus.2015.11.001
Information fusion, vol. 29, pp. 87-88, 2016.
2015
Alberto Calzada, Jun Liu, Huimin Wang, Chris Nugent, Luis Martínez
Application of a Spatial Intelligent Decision System on Self-Rated Health Status Estimation
10.1007/s10916-015-0321-4
Journal of Medical Systems, vol. 39, 2015.
2013
Jun Liu, Luis Martínez, Alberto Calzada, Huimin Wang
A novel belief rule base representation, generation and its inference methodology
Knowledge-based Systems, vol. 53, pp. 129-141, 2013.
2012
X He, Jun Liu, Yang Xu, Luis Martínez, Da Ruan
On alpha-satisfiability and its alpha-lock resolution in a finite lattice-valued propositional logic
Logic Journal of the IGPL, vol. 20, pp. 579-588, 2012.
Iván Palomares, Jun Liu, Yang Xu, Luis Martínez
Modelling experts attitudes in group decision making
Soft Computing, vol. 16, pp. 1755-1766, 2012.
W Li, Jun Liu, Huimin Wang, Alberto Calzada, Rosa María Rodríguez, Luis 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, pp. 105-118, 2012.
2011
Macarena Espinilla, Jun Liu, Luis Martínez
An Extended Hierarchical Linguistic Model for Decision-Making Problems
Computational Intelligence, vol. 27, pp. 489-512, 2011.
Rosa María Rodríguez, Da Ruan, Jun Liu, Luis Martínez
A hybrid model to deal with missing values in nuclear safeguards evaluation
International Journal of Nuclear Knowledge Management, vol. 5, pp. 194-218, 2011.
Jun Liu, Luis Martínez, Da Ruan, Rosa María Rodríguez, Alberto Calzada
Optimization algorithm for learning consistent belief rule-base from examples
Journal of Global Optimization, vol. 51, 2011.
2010
Luis Martínez, Jun Liu, Yang Xu
Information Fusion and Logic-based Reasoning Approaches for Decision Making under Uncertainty
10.3217/jucs-016-01
JOURNAL OF UNIVERSAL COMPUTER SCIENCE, vol. 16, pp. 1-2, 2010.
Yang Xu, Jun Liu, Luis Martínez, Da Ruan
Some Views on Information Fusion and Logic Based Approaches in Decision Making under Uncertainty
Journal of Universal Computer Science, vol. 16, pp. 3-19, 2010.
Rosa María Rodríguez, Luis Martínez, Da Ruan, Jun Liu
Using Collaborative Filtering for Dealing with Missing Values in Nuclear Safeguards Evaluation
International Journal of Uncertainty, Fuzziness and knowledge-based Systems, vol. 18, pp. 431-450, 2010.
Jun Liu, Luis Martínez, Huimin Wang, Rosa María Rodríguez, V Novozhilov
Computing with Words in Risk Assessment
International Journal of Computational Intelligence Systems, vol. 3, pp. 396-419, 2010.
2009
Luis Martínez, Macarena Espinilla, Jun Liu, Luis Gonzaga Pérez, Pedro José Sánchez
An Evaluation Model with Unbalanced Linguistic Information:Applied to Olive Oil Sensory Evaluation
Journal of Multiple-Valued Logic and Soft Computing, vol. 15, pp. 229-251, 2009.
Jun Liu, Da Ruan, Huimin Wang, Luis Martínez
Improving nuclear safeguards evaluation through enhanced belief rule-based inference methodology
Int. J. Nuclear Knowledge Management, vol. 3, pp. 312-339, 2009.
2008
Jun Liu, J.B Yang, Da Ruan, Luis Martínez, J Wang
Self-tuning of fuzzy belief rule bases for engineering system safety analysis
Annals of Operations Research, vol. 163, pp. 143-168, 2008.
2007
Luis Martínez, Jun Liu, Da Ruan, J.B Yang
Dealing with Heterogeneous Information in Engineering Evaluation Processes
Information Sciences, vol. 177, pp. 1533-1542, 2007.
2006
Luis Martínez, Jun Liu, 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, pp. 317-336, 2006.
2005
Luis Martínez, Jun Liu, J.B Yang, Francisco Herrera
A Multi-Granular Hierarchical Linguistic Model for Design Evaluation Based on Safety and Cost Analysis
International Journal of Intelligent Systems, vol. 20, pp. 1161-1194, 2005.