Publications in collaboration with researchers from Instituto Tecnológico de Toluca (9)

2024

  1. Case-based selection of explanation methods for neural network image classifiers

    Knowledge-Based Systems, Vol. 288

  2. Counterfactual Explanation of a Classification Model for Detecting SQL Injection Attacks

    CEUR Workshop Proceedings

  3. Item-Specific Similarity Assessments for Explainable Depression Screening

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

  4. Preface

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

2023

  1. CBR-fox: A Case-Based Explanation Method for Time Series Forecasting Models

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

  2. Case-based Explanation of Classification Models for the Detection of SQL Injection Attacks

    CEUR Workshop Proceedings

  3. IREX: Iterative Refinement and Explanation of classification models for tabular datasets

    SoftwareX, Vol. 23

2022

  1. Unsupervised clustering applied to the optimization of a Case-based Reasoning system for the selection of optimal image explanation methods

    CEUR Workshop Proceedings

2021

  1. A Case-Based Approach for the Selection of Explanation Algorithms in Image Classification

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