Publications in collaboration with researchers from Universidad de Granada (8)

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

2022

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

    Pattern Recognition, Vol. 121

2021

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

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

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

    Applied Soft Computing, Vol. 108

2020

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

    Neurocomputing

2014

  1. Special issue: Advances in learning schemes for function approximation

    Neurocomputing