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Martín Pereira Fariña
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A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence
I Stepin, JM Alonso, A Catala, M Pereira-Fariña
IEEE Access 9, 11974-12001, 2021
1332021
Automatic Linguistic Reporting in Driving Simulation Environments
L Eciolaza, M Pereira-Fariña, G Trivino
Applied Soft Computing, 2012
622012
A fuzzy syllogistic reasoning schema for generalized quantifiers
M Pereira-Fariña, JC Vidal, F Dĺaz-Hermida, A Bugarĺn
Fuzzy Sets and Systems 234, 79-96, 2014
312014
On the analysis of set-based fuzzy quantified reasoning using classical syllogistics
M Pereira-Fariña, F Díaz-Hermida, A Bugarín
Fuzzy Sets and Systems, 2012
202012
Generation and evaluation of factual and counterfactual explanations for decision trees and fuzzy rule-based classifiers
I Stepin, JM Alonso, A Catala, M Pereira-Fariña
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2020
182020
Characterizing quantifier Fuzzification mechanisms: a behavioral guide for applications
F Díaz-Hermida, M Pereira-Farina, JC Vidal, A Ramos-Soto
Fuzzy Sets and Systems 345, 1-23, 2018
152018
Quality assessment of linguistic description of data
M Pereira-Farina, L Eciolaza, G Trivino
Proceedings ESTYLF, 2012
112012
An analysis of reasoning with quantifiers within the Aristotelian syllogistic framework
M Pereira-Farina, F Díaz-Hermida, AJ Bugarín
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on, 1-8, 2010
82010
Factual and counterfactual explanation of fuzzy information granules
I Stepin, A Catala, M Pereira-Fariña, JM Alonso
Interpretable Artificial Intelligence: A Perspective of Granular Computing …, 2021
72021
Qualifying and Quantifying Uncertainty in Digital Humanities: A Fuzzy-Logic Approach
P Martin-Rodilla, M Pereira-Fariña, C Gonzalez-Perez
Proceedings of the Seventh International Conference on Technological …, 2019
72019
A model based on computational perceptions for the generation of linguistic descriptions of data
A Ramos-Soto, M Pereira-Fariña, A Bugarín, S Barro
2015 IEEE international conference on Fuzzy systems (FUZZ-IEEE), 1-8, 2015
72015
From theory of rhetoric to the practice of language use: The case of appeals to ethos elements
M Koszowy, K Budzynska, M Pereira-Fariña, R Duthie
Argumentation 36 (1), 123-149, 2022
52022
Reinterpreting Interpretability for Fuzzy Linguistic Descriptions of Data
A Ramos-Soto, M Pereira-Fariña
International Conference on Information Processing and Management of …, 2018
52018
Compositional semantics using feature-based models from wordnet
P Gamallo, M Pereira-Fariña
Proceedings of the 1st Workshop on Sense, Concept and Entity Representations …, 2017
52017
Towards fuzzy lexical reasoning
C Rubio-Manzano, M Pereira-Fariña
Journal of Intelligent & Fuzzy Systems 32 (3), 2425-2436, 2017
52017
A proposal of fuzzy chained syllogism based on the concept of synonymy
M Pereira-Fariña, A Sobrino, A Bugarín
2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2013
52013
Content determination for natural language descriptions of predictive bayesian networks
M Pereira-Fariña, A Bugarín
11th Conference of the European Society for Fuzzy Logic and Technology …, 2019
42019
Associating Ethos with Objects: Reasoning from Character of Public Figures to Actions in the World
K Budzynska, M Koszowy, M Pereira-Fariña
Argumentation 35 (4), 519-549, 2021
32021
Paving the way towards counterfactual generation in argumentative conversational agents
I Stepin, A Catalá, M Pereira-Fariña, JM Alonso
Proceedings of the 1st Workshop on Interactive Natural Language Technology …, 2019
32019
On modeling vagueness and uncertainty in data-to-text systems through fuzzy sets
A Ramos-Soto, M Pereira-Fariña
arXiv preprint arXiv:1710.10093, 2017
32017
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Artículos 1–20