Publications in collaboration with researchers from Universidad de Granada (30)

2024

  1. Tackling the problem of noisy IoT sensor data in smart agriculture: Regression noise filters for enhanced evapotranspiration prediction

    Expert Systems with Applications, Vol. 237

2023

  1. Enhancing Adaptive Teaching of Reading Skills Using Digital Technologies: The LATILL Project

    Lecture Notes in Educational Technology (Springer Science and Business Media Deutschland GmbH), pp. 1092-1098

2022

  1. ANCES: A novel method to repair attribute noise in classification problems

    Pattern Recognition, Vol. 121

  2. Evaluation metrics and dimensional reduction for binary classification algorithms: A case study on bankruptcy prediction

    Knowledge Engineering Review, Vol. 37, Núm. 4

  3. Smart and Portable Air-Quality Monitoring IoT Low-Cost Devices in Ibarra City, Ecuador

    Sensors, Vol. 22, Núm. 18

2021

  1. COEDU-IN Project: an inclusive co-educational project for teaching computational thinking and digital skills at early ages

    SIIE 2021 - 2021 International Symposium on Computers in Education

  2. Machine Learning and Traditional Econometric Models: A Systematic Mapping Study

    Journal of Artificial Intelligence and Soft Computing Research, Vol. 12, Núm. 2, pp. 79-100

  3. On the Regressand Noise Problem: Model Robustness and Synergy with Regression-Adapted Noise Filters

    IEEE Access, Vol. 9, pp. 145800-145816

  4. On the suitability of stacking-based ensembles in smart agriculture for evapotranspiration prediction

    Applied Soft Computing, Vol. 108

  5. Preface

    Advances in Intelligent Systems and Computing

2020

  1. Preface

    Advances in Intelligent Systems and Computing

  2. Preface

    Advances in Intelligent Systems and Computing

  3. Special Issue SOCO 2017: New trends in soft computing and its application in industrial and environmental problems

    Neurocomputing

2019

  1. Dataset Weighting via Intrinsic Data Characteristics for Pairwise Statistical Comparisons in Classification

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

  2. GarbMAS: Simulation of the application of gamification techniques to increase the amount of recycled waste through a multi-agent system

    Advances in Intelligent Systems and Computing

  3. Group-Wise Principal Component Analysis for Exploratory Intrusion Detection

    IEEE Access, Vol. 7, pp. 113081-113093

  4. Special issue on hybrid artificial intelligence systems from the HAIS 2017 conference – Editorial

    Neurocomputing

2018

  1. Energy optimization using a case-based reasoning strategy

    Sensors (Switzerland), Vol. 18, Núm. 3

  2. Managing multi-criteria group decision making environments with high number of alternatives using fuzzy ontologies

    Frontiers in Artificial Intelligence and Applications

  3. UGR‘16: A new dataset for the evaluation of cyclostationarity-based network IDSs

    Computers and Security, Vol. 73, pp. 411-424