Publications by the researcher in collaboration with HILDE PÉREZ GARCÍA (15)

2021

  1. Use of image processing to monitor tool wear in micro milling

    Neurocomputing, Vol. 452, pp. 333-340

  2. Strong classification system for wear identification on milling processes using computer vision and ensemble learning

    Neurocomputing, Vol. 456, pp. 678-684

2020

  1. Robust weighted regression via PAELLA sample weights

    Neurocomputing, Vol. 391, pp. 325-333

  2. Non-removal strategy for outliers in predictive models: The PAELLA algorithm case

    Logic Journal of the IGPL, Vol. 28, Núm. 4, pp. 418-429

2019

  1. Texture Descriptors for Automatic Estimation of Workpiece Quality in Milling

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

  2. Texture Descriptors for Automatic Estimation of Workpiece Quality in Milling

    Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings

  3. Ground-level ozone predictions using outlier identification leveraged sample weighted regressors

    Journal of Experimental and Theoretical Artificial Intelligence, Vol. 31, Núm. 6, pp. 829-840

  4. Accuracy analysis in sensor networks for asynchronous positioning methods

    Sensors (Switzerland), Vol. 19, Núm. 13

  5. 3D Tdoa problem solution with four receiving nodes

    Sensors (Switzerland), Vol. 19, Núm. 13

2018

  1. Tool wear estimation and visualization using image sensors in micro milling manufacturing

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

  2. PAELLA as a booster in weighted regression

    Advances in Intelligent Systems and Computing

  3. Data mining techniques for the estimation of variables in health-related noisy data

    Advances in Intelligent Systems and Computing

  4. Coupling the PAELLA algorithm to predictive models

    Advances in Intelligent Systems and Computing

  5. Use of classifiers and recursive feature elimination to assess boar sperm viability

    Logic Journal of the IGPL, Vol. 26, Núm. 6, pp. 629–637

  6. Design and implementation of a stereo vision system on an innovative 6DOF single-edge machining device for tool tip localization and path correction

    Sensors (Switzerland), Vol. 18, Núm. 9