Publicaciones en colaboración con investigadores/as de Universidad de Salamanca (14)

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

  2. Urban environment and health: a cross-sectional multiregional project based on population health surveys in Spain (DAS-EP project) - study protocol

    BMJ open, Vol. 14, Núm. 3, pp. e074252

2023

  1. A personalized intervention to prevent depression in primary care based on risk predictive algorithms and decision support systems: protocol of the e-predictD study

    Frontiers in Psychiatry, Vol. 14

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

2019

  1. A Meta-Learning Recommendation System for Characterizing Unsupervised Problems: On Using Quality Indices to Describe Data Conformations

    IEEE Access, Vol. 7, pp. 63247-63263

  2. Addressing the Overlapping Data Problem in Classification Using the One-vs-One Decomposition Strategy

    IEEE Access, Vol. 7, pp. 83396-83411

  3. 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)

  4. KSUFs: A novel unsupervised feature selection method based on statistical tests for standard and big data problems

    IEEE Access, Vol. 7, pp. 99754-99770

  5. Preface

    Advances in Intelligent Systems and Computing

2018

  1. Multi-class imbalanced data oversampling for vertebral column pathologies classification

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

  2. Preface

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

  3. Swarm intelligence for data mining classification tasks: An experimental study using medical decision problems

    Swarm Intelligence - Volume 3: Applications (Institution of Engineering and Technology), pp. 403-429