Budzynska K, Koszowy M and Pereira-Fariña M (2021) Associating Ethos with Objects: Reasoning from Character of Public Figures to Actions in the World. Argumentation.

Stepin I, Alonso JM, Catala A and Pereira-Fariña M (2021) A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence. IEEE Access 9: 11974-12001.

Stepin I, Catala A, Pereira-Fariña M and Alonso JM (2021) Factual and Counterfactual Explanation of Fuzzy Information Granules. In: Pedrycz W and Shyi-Ming C (eds) Interpretable Artificial Intelligence: A Perspective of Granular Computing. Cham (Switzerland): Springer International Publishing, 153-185.


Ilia Stephin; Jose Mª Alonso; Alejandro Català; Martín Pereira Fariña. «Generation and Evaluation ofFactual and Gounterfaetual Explanations for Decision Trees and Fuzzy Rule-based Classifiers». En: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). pp. 1 – 8. IEEE, 24/07/2020.


Martín Pereira Fariña; Patricia Martin Rodilla; César González Pérez. «Qualifying and QuantifyingUncertainty in Digital Humanities: A Fuzzy Logic Approach». En: Proceedings of the Seventh International Conference on technological ecosystems for enhancing multiculturality. pp. 788 – 794. Castile and León(Spain).

Martín Pereira-Fariña; Alberto Bugarín. «Content Determination for Natural Language Descriptions ofPredictive Bayesian Networks». En: Proceedings of the 11th Conference of the European Society forFuzzy Logic and Technology (EUSFLAT 2019). pp. 784 – 791. Atlantis Press, 2019


Félix Díaz-Hermida, Martin Pereira-Fariña, Juan Carlos Vidal, Alejandro Ramos-Soto: Characterizing Quantifier Fuzzification Mechanisms: a behavioral guide for practical applications. Fuzzy Sets and Systems 345: 1 – 23, 2018

Martín Pereira Fariña; Marcin Koszowy; Katarzyna Budzynska; Chris Reed. «Dialogical Aspects of Appealsto Authority in Spanish and Polish Disputes About Cultural Objects». En: Proceedings of 9th Conferenceof the International Society for the Study of Argumentation (ISSA). pp. 872 – 882. (Holland): SicSat, 2018.

Alejandro Ramos Soto; Martín Pereira Fariña. «Reinterpreting Interpretability for Fuzzy LinguisticDescriptions of Data». En: Information Processing and Management of Uncertainty inKnowledge-Based Systems. Theory and Foundations. 853, pp. 40 – 51. Springer International Publishing,2018.


Clemente Rubio-Manzano, Martin Pereira-Fariña: Towards fuzzy lexical reasoning. Journal of Intelligent and Fuzzy Systems 32(3): 2425-2436

Martin Pereira-Fariña, J. A. Lopez-Fojo, Alberto Bugarín: VICLEO: A visualization tool for representing the semantic field of statements. FUZZ-IEEE 2017: 1-6

Clemente Rubio-Manzano, Martin Pereira-Fariña: Declarative computational perceptions networks for automatically generating excerpts in computer games by using Bousi Prolog. FUZZ-IEEE 2017: 1-6

Alejandro Ramos-Soto, Martin Pereira-Fariña: On modeling vagueness and uncertainty in data-to-text systems through fuzzy sets. CoRR abs/1710.10093 (2017)

Clemente Rubio-Manzano, Martin Pereira-Fariña: On the incorporation of interval-valued fuzzy sets into the Bousi-Prolog system: declarative semantics, implementation and applications. CoRR abs/1711.03147 (2017)


Alejandro Sobrino, Martin Pereira-Fariña: The role of Precise and Imprecise Syllogisms in the di-agnosis of reasoning deficits in mental disorders. IFSA-EUSFLAT 2015

Alejandro Ramos-Soto, Martin Pereira-Fariña, Alberto Bugarín, Senén Barro: A model based on computational perceptions for the generation of linguistic descriptions of data. FUZZ-IEEE 2015: 1-8


Martin Pereira-Fariña, Juan Carlos Vidal, Félix Díaz-Hermida, Alberto Bugarín: A fuzzy syllogistic reasoning schema for generalized quantifiers. Fuzzy Sets and Systems 234: 79-96 (2014)

Martin Pereira-Fariña: Some Reflections on the Set-based and the Conditional-based Interpretations of Statements in Syllogistic Reasoning. CoRR abs/1411.6794 (2014)

Martin Pereira-Fariña, Juan Carlos Vidal, Félix Díaz-Hermida, Alberto Bugarín: A Fuzzy Syllogistic Reasoning Schema for Generalized Quantifiers. CoRR abs/1411.7149 (2014)

Martin Pereira-Fariña, Félix Díaz-Hermida, Alberto Bugarín: On the analysis of set-based fuzzy quantified reasoning using classical syllogistics. CoRR abs/1411.7525 (2014)


Luka Eciolaza, Martin Pereira-Fariña, Gracián Triviño: Automatic linguistic reporting in driving simulation environments. Appl. Soft Comput. 13(9): 3956-3967 (2013)

Martin Pereira-Fariña, Félix Díaz-Hermida, Alberto Bugarín: On the analysis of set-based fuzzy quantified reasoning using classical syllogistics. Fuzzy Sets and Systems 214: 83-94 (2013)

Martin Pereira-Fariña, Alejandro Sobrino, Alberto Bugarín: A proposal of fuzzy chained syllogism based on the concept of synonymy. FUZZ-IEEE 2013: 1-8


H. William Fogle Jr., Martin Pereira-Fariña, Wojciech W. Gasparski, George J. Klir: Book Reviews and Abstracts. Int. J. General Systems 39(7): 783-797 (2010)

Martin Pereira-Fariña, Félix Díaz-Hermida, Alberto Bugarín: An analysis of reasoning with quantifiers within the Aristotelian syllogistic framework. FUZZ-IEEE 2010: 1-8