Departamento de Electrónica e Computación
Departamento
MARTIN
PEREIRA FARIÑA
Profesor contratado doutor
Publicacións nas que colabora con MARTIN PEREIRA FARIÑA (15)
2024
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Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics
Argument and Computation, Vol. 15, Núm. 1, pp. 49-107
2022
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An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information
Information Sciences, Vol. 618, pp. 379-399
2021
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A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence
IEEE Access, Vol. 9, pp. 11974-12001
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Factual and Counterfactual Explanation of Fuzzy Information Granules
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 153-185
2020
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Content determination for natural language descriptions of predictive Bayesian networks
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019
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Generation and evaluation of factual and gounterfaetual explanations for decision trees and fuzzy rule-based classifiers
IEEE International Conference on Fuzzy Systems
2019
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Paving the way towards counterfactual generation in argumentative conversational agents
NL4XAI 2019 - 1st Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence, Proceedings of the Workshop
2018
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Characterizing Quantifier Fuzzification Mechanisms: A behavioral guide for applications
Fuzzy Sets and Systems, Vol. 345, pp. 1-23
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Reinterpreting interpretability for fuzzy linguistic descriptions of data
Communications in Computer and Information Science
2017
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VICLEO: A visualization tool for representing the semantic field of statements
IEEE International Conference on Fuzzy Systems
2015
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A model based on computational perceptions for the generation of linguistic descriptions of data
IEEE International Conference on Fuzzy Systems
2014
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A fuzzy syllogistic reasoning schema for generalized quantifiers
Fuzzy Sets and Systems, Vol. 234, pp. 79-96
2013
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A proposal of fuzzy chained syllogism based on the concept of synonymy
IEEE International Conference on Fuzzy Systems
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On the analysis of set-based fuzzy quantified reasoning using classical syllogistics
Fuzzy Sets and Systems, Vol. 214, pp. 83-94
2010
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An analysis of reasoning with quantifiers within the Aristotelian syllogistic framework
2010 IEEE World Congress on Computational Intelligence, WCCI 2010