Publicaciones en colaboración con investigadores/as de Universidad de Granada (23)

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

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

    Knowledge Engineering Review, Vol. 37, Núm. 4

2021

  1. 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

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

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

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

    Applied Soft Computing, Vol. 108

  4. Preface

    Advances in Intelligent Systems and Computing

  5. Preface

    Advances in Intelligent Systems and Computing

2020

  1. Preface

    Advances in Intelligent Systems and Computing

  2. 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. 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

2017

  1. Solving multi-criteria group decision making problems under environments with a high number of alternatives using fuzzy ontologies and multi-granular linguistic modelling methods

    Knowledge-Based Systems, Vol. 137, pp. 54-64

2014

  1. Highlights of practical applications of heterogeneous multi-agent systems

    Communications in Computer and Information Science, Vol. 430

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

    Neurocomputing

2013

  1. Advances in Intelligent Systems and Computing: Preface

    Advances in Intelligent Systems and Computing

  2. Management Intelligent Systems: Second International Symposium

    Advances in Intelligent Systems and Computing