Publicaciones (20) Publicaciones de INMACULADA GUTIÉRREZ GARCÍA-PARDO

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

  2. Community detection problem based on polarization measures: An application to twitter: The covid-19 case in spain

    Mathematics, Vol. 9, Núm. 4, pp. 1-28

2020

  1. A new community detection algorithm based on fuzzy measures

    Advances in Intelligent Systems and Computing

  2. Fuzzy Measures: A solution to deal with community detection problems for networks with additional information

    Journal of Intelligent and Fuzzy Systems, Vol. 39, Núm. 5, pp. 6217-6230

  3. Fuzzy sugeno λ-measures and theirs applications to community detection problems

    IEEE International Conference on Fuzzy Systems

  4. Group Definition Based on Flow in Community Detection

    Communications in Computer and Information Science

  5. Multiple bipolar fuzzy measures: An application to community detection problems for networks with additional information

    International Journal of Computational Intelligence Systems, Vol. 13, Núm. 1, pp. 1636-1649

  6. Pattern-based clustering problem based on fuzzy measures

    DEVELOPMENTS OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES IN COMPUTATION AND ROBOTICS