Publications in collaboration with researchers from Universidad de León (13)

2024

  1. Predicting the critical superconducting temperature using the random forest, MLP neural network, M5 model tree and multivariate linear regression

    Alexandria Engineering Journal, Vol. 86, pp. 144-156

2023

  1. Method for the Detection of Functional Outliers Applied to Quality Monitoring Samples in the Vicinity of El Musel Seaport in the Metropolitan Area of Gijón (Northern Spain)

    Mathematics, Vol. 11, Núm. 12

2021

  1. A new hybrid model to foretell thermal power efficiency from energy performance certificates at residential dwellings applying a Gaussian process regression

    Neural Computing and Applications, Vol. 33, Núm. 12, pp. 6627-6640

  2. Modelling energy performance using a new hybrid DE/MARS–based approach for fossil-fuel thermal power stations

    Environmental Science and Pollution Research, Vol. 28, Núm. 4, pp. 4417-4429

2020

  1. A hybrid predictive approach for chromium layer thickness in the hard chromium plating process based on the differential evolution/gradient boosted regression tree methodology

    Mathematics, Vol. 8, Núm. 6

  2. A methodology for detecting relevant single nucleotide polymorphism in prostate cancer with multivariate adaptive regression splines and backpropagation artificial neural networks

    Neural Computing and Applications, Vol. 32, Núm. 5, pp. 1231-1238

  3. Predicting benzene concentration using machine learning and time series algorithms

    Mathematics, Vol. 8, Núm. 12, pp. 1-21

2019

  1. Predictive modelling of the higher heating value in biomass torrefaction for the energy treatment process using machine-learning techniques

    Neural Computing and Applications, Vol. 31, Núm. 12, pp. 8823-8836

2018

  1. Air Quality Modeling Using the PSO-SVM-Based Approach, MLP Neural Network, and M5 Model Tree in the Metropolitan Area of Oviedo (Northern Spain)

    Environmental Modeling and Assessment, Vol. 23, Núm. 3, pp. 229-247

2016

  1. A new predictive model based on the abc optimized multivariate adaptive regression splines approach for predicting the remaining useful life in aircraft engines

    Energies, Vol. 9, Núm. 6

  2. Hard-rock stability analysis for span design in entry-type excavations with learning classifiers

    Materials, Vol. 9, Núm. 7

  3. Hybrid ABC optimized MARS-based modeling of the milling tool wear from milling run experimental data

    Materials, Vol. 9, Núm. 2

2011

  1. Analysis of the influence of forest environments on the accuracy of GPS measurements by using genetic algorithms

    Mathematical and Computer Modelling, Vol. 54, Núm. 7-8, pp. 1829-1834