Centro de Investigación en Tecnologías Inteligentes (CITIUS)
Centro singular
MARTIN
PEREIRA FARIÑA
Profesor contratado doctor
Publicaciones en las que colabora con MARTIN PEREIRA FARIÑA (22)
2024
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IAT/ML: a metamodel and modelling approach for discourse analysis
Software and Systems Modeling, Vol. 23, Núm. 5, pp. 1157-1181
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Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics
Argument and Computation, Vol. 15, Núm. 1, pp. 49-107
2023
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IAT/ML: A Domain-Specific Approach for Discourse Analysis and Processing
Lecture Notes in Business Information Processing
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
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An exploration of the semantic knowledge in vector models: polysemy, synonymy and idiomaticity
CEUR Workshop Proceedings
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An exploration of the semantic knowledge in vector models: polysemy, synonymy and idiomaticity
SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations (CEUR Workshop Proceedings), pp. 35-38
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
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Preface
CEUR Workshop Proceedings
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Proceedings of the Workshop on Hybrid Intelligence for Natural Language Processing Tasks (HI4NLP 2020) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020): Santiago de Compostela, Spain, August 29, 2020
CEUR Workshop Proceedings
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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Explorando métodos non-supervisados para calcular a similitude semántica textual
Linguamática, Vol. 10, Núm. 2, pp. 63-68
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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