Publicaciones en colaboración con investigadores/as de Universidade de Vigo (38)

2022

  1. Functional Data Analysis for the Detection of Outliers and Study of the Effects of the COVID-19 Pandemic on Air Quality: A Case Study in Gijón, Spain

    Mathematics, Vol. 10, Núm. 14

2019

  1. Review: machine learning techniques applied to cybersecurity

    International Journal of Machine Learning and Cybernetics, Vol. 10, Núm. 10, pp. 2823-2836

2016

  1. A new predictive model based on the PSO-optimized support vector machine approach for predicting the milling tool wear from milling runs experimental data

    International Journal of Advanced Manufacturing Technology, Vol. 86, Núm. 1-4, pp. 769-780

2015

  1. Air quality modeling in the Oviedo urban area (NW Spain) by using multivariate adaptive regression splines

    Environmental Science and Pollution Research, Vol. 22, Núm. 9, pp. 6642-6659

  2. Modeling the milling tool wear by using an evolutionary SVM-based model from milling runs experimental data

    AIP Conference Proceedings

  3. Study of a steel's energy absorption system for heavy quadricycles and nonlinear explicit dynamic analysis of its behavior under impact by FEM

    Materials, Vol. 8, Núm. 10, pp. 6893-6908

2014

  1. Air quality parameters outliers detection using functional data analysis in the Langreo urban area (Northern Spain)

    Applied Mathematics and Computation, Vol. 241, pp. 1-10

  2. Analysis and detection of functional outliers in water quality parameters from different automated monitoring stations in the Nalón River Basin (Northern spain)

    Environmental Science and Pollution Research, Vol. 22, Núm. 1, pp. 387-396

  3. Evolutionary support vector regression algorithm applied to the prediction of the thickness of the chromium layer in a hard chromium plating process

    Applied Mathematics and Computation, Vol. 227, pp. 164-170

  4. New methodology to determine air quality in urban areas based on runs rules for functional data

    Atmospheric Environment, Vol. 83, pp. 185-192

  5. PM10 modeling in the Oviedo urban area (Northern Spain) by using multivariate adaptive regression splines

    AIP Conference Proceedings

  6. Turbidity Prediction in a River Basin by Using Artificial Neural Networks: A Case Study in Northern Spain

    Water Resources Management, Vol. 28, Núm. 2, pp. 319-331

2013

  1. Analysis and detection of outliers in water quality parameters from different automated monitoring stations in the Miño river basin (NW Spain)

    Ecological Engineering, Vol. 60, pp. 60-66

  2. Nonlinear air quality modeling using support vector machines in Gijón urban area (Northern Spain) at local scale

    International Journal of Nonlinear Sciences and Numerical Simulation, Vol. 14, Núm. 5, pp. 291-305

  3. Nonlinear analysis of the pressure field in industrial buildings with curved metallic roofs due to the wind effect by FEM

    Applied Mathematics and Computation, Vol. 221, pp. 202-213

  4. Support Vector Machines and Multilayer Perceptron Networks Used to Evaluate the Cyanotoxins Presence from Experimental Cyanobacteria Concentrations in the Trasona Reservoir (Northern Spain)

    Water Resources Management, Vol. 27, Núm. 9, pp. 3457-3476

  5. Support vector machines used to estimate the battery state of charge

    IEEE Transactions on Power Electronics, Vol. 28, Núm. 12, pp. 5919-5926

2012

  1. Detection of outliers in water quality monitoring samples using functional data analysis in San Esteban estuary (Northern Spain)

    Science of the Total Environment, Vol. 439, pp. 54-61

  2. Non-linear analysis and calculation of the performance of a shelving protection system by FEM

    AIP Conference Proceedings

  3. Study of the influence of forest canopies on the accuracy of GPS measurements by using genetic algorithms

    Handbook of Genetic Algorithms: New Research (Nova Science Publishers, Inc.), pp. 229-240