Publications

INMACULADA GUTIÉRREZ GARCÍA-PARDO publications

28 results

2026

  1. From fuzzy modeling to explanation: Aggregating multi-measures fuzzy systems for XAI

    International Journal of Approximate Reasoning, Vol. 194, pp. 17

2025

  1. Improving community detection algorithms in directed graphs with fuzzy measures. An application to mobility networks

    Expert Systems with Applications, Vol. 269

  2. Measuring Representativeness Through Coverage Degrees and Indexes

    Lecture Notes in Computer Science

  3. Network Visualization of Cooperative Games

    Applied Sciences (Switzerland), Vol. 15, Núm. 7

  4. On the role of relations and interactions in fuzzy systems for machine learning

    IEEE International Conference on Fuzzy Systems

  5. Social Network Analysis: A Novel Paradigm for Improving Community Detection

    International Journal of Computational Intelligence Systems, Vol. 18, Núm. 1

  6. Voices of Discontent: Unpacking Populist Rhetoric in Spain and the Rise of Anti‐European Sentiment

    Media and Communication, Vol. 13

2024

  1. Beyond Large Language Models: Rediscovering the Role of Classical Statistics in Modern Data Science

    IEEE International Conference on Fuzzy Systems

  2. Social Network Analysis: Beyond the Greediness in Community Detection Methods

    Lecture Notes in Networks and Systems

2023

  1. Auctions: A New Method for Selling Objects with Bimodal Density Functions

    Computational Economics, Vol. 61, Núm. 4, pp. 1707-1743

  2. Calculating the interaction index of a fuzzy measure: A polynomial approach based on sampling

    Fuzzy Sets and Systems, Vol. 466

  3. Machine Learning and Fuzzy Measures: A Real Approach to Individual Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Understanding Fuzzy Measures: Measurement of Interactions in a Bi-Dimensional Scenario

    IEEE International Conference on Fuzzy Systems

2022

  1. A New Approach to Polarization Modeling Using Markov Chains

    Communications in Computer and Information Science

  2. A New Community Detection Problem Based on Bipolar Fuzzy Measures

    Studies in Computational Intelligence

  3. A Supervised Approach to Community Detection Problem: How to Improve Louvain Algorithm by Considering Fuzzy Measures

    Lecture Notes in Networks and Systems

  4. Explanation of Machine Learning Classification Models with Fuzzy Measures: An Approach to Individual Classification

    Lecture Notes in Networks and Systems

  5. From Fuzzy Information to Community Detection: An Approach to Social Networks Analysis with Soft Information

    Mathematics, Vol. 10, Núm. 22

  6. On measuring features importance in Machine Learning models in a two-dimensional representation scenario

    IEEE International Conference on Fuzzy Systems

2021

  1. A new edge betweenness measure using a game theoretical approach: An application to hierarchical community detection

    Mathematics, Vol. 9, Núm. 21