Publikationen, an denen er mitarbeitet MARTIN PEREIRA FARIÑA (22)

2024

  1. IAT/ML: a metamodel and modelling approach for discourse analysis

    Software and Systems Modeling, Vol. 23, Núm. 5, pp. 1157-1181

  2. Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics

    Argument and Computation, Vol. 15, Núm. 1, pp. 49-107

2023

  1. IAT/ML: A Domain-Specific Approach for Discourse Analysis and Processing

    Lecture Notes in Business Information Processing

2022

  1. An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information

    Information Sciences, Vol. 618, pp. 379-399

  2. An exploration of the semantic knowledge in vector models: polysemy, synonymy and idiomaticity

    CEUR Workshop Proceedings

  3. 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

  1. A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence

    IEEE Access, Vol. 9, pp. 11974-12001

  2. Factual and Counterfactual Explanation of Fuzzy Information Granules

    Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 153-185

2020

  1. 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

  2. Generation and evaluation of factual and gounterfaetual explanations for decision trees and fuzzy rule-based classifiers

    IEEE International Conference on Fuzzy Systems

  3. Preface

    CEUR Workshop Proceedings

  4. 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

  1. 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

  1. Characterizing Quantifier Fuzzification Mechanisms: A behavioral guide for applications

    Fuzzy Sets and Systems, Vol. 345, pp. 1-23

  2. Explorando métodos non-supervisados para calcular a similitude semántica textual

    Linguamática, Vol. 10, Núm. 2, pp. 63-68

  3. Reinterpreting interpretability for fuzzy linguistic descriptions of data

    Communications in Computer and Information Science

2017

  1. VICLEO: A visualization tool for representing the semantic field of statements

    IEEE International Conference on Fuzzy Systems

2015

  1. A model based on computational perceptions for the generation of linguistic descriptions of data

    IEEE International Conference on Fuzzy Systems

2014

  1. A fuzzy syllogistic reasoning schema for generalized quantifiers

    Fuzzy Sets and Systems, Vol. 234, pp. 79-96

2013

  1. A proposal of fuzzy chained syllogism based on the concept of synonymy

    IEEE International Conference on Fuzzy Systems