Publicacións en colaboración con investigadores/as de Centro Universitario de la Defensa (20)

2018

  1. On the use of machine learning techniques for the mechanical characterization of soft biological tissues

    International Journal for Numerical Methods in Biomedical Engineering, Vol. 34, Núm. 10

2016

  1. Shewhart-type control charts and functional data analysis for water quality analysis based on a global indicator

    Desalination and Water Treatment, Vol. 57, Núm. 6, pp. 2669-2684

  2. Study of Water Quality in a Spanish River Based on Statistical Process Control and Functional Data Analysis

    Mathematical Geosciences, Vol. 48, Núm. 2, pp. 163-186

2015

  1. Neural networks applied to discriminate botanical origin of honeys

    Food Chemistry, Vol. 175, pp. 128-136

  2. Prediction of mechanical strength of cork under compression using machine learning techniques

    Materials and Design, Vol. 82, pp. 304-311

  3. Prediction of tension properties of cork from its physical properties using neural networks

    European Journal of Wood and Wood Products, Vol. 73, Núm. 3, pp. 347-356

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

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

  4. Slope stability control of a coal mine during the filling of the artificial lake

    Rock Engineering and Rock Mechanics: Structures in and on Rock Masses - Proceedings of EUROCK 2014, ISRM European Regional Symposium

  5. Solving the slate tile classification problem using a DAGSVM multiclassification algorithm based on SVM binary classifiers with a one-versus-all approach

    Applied Mathematics and Computation, Vol. 230, pp. 464-472

  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. Classifying slate tile quality using automated learning techniques

    Mathematical and Computer Modelling, Vol. 57, Núm. 7-8, pp. 1716-1721

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. 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

  3. Support vector machines and neural networks used to evaluate paper manufactured using Eucalyptus globulus

    Applied Mathematical Modelling, Vol. 36, Núm. 12, pp. 6137-6145

2011

  1. Detection of outliers in gas emissions from urban areas using functional data analysis

    Journal of Hazardous Materials, Vol. 186, Núm. 1, pp. 144-149

  2. Determining noise in an aggregates plant using functional statistics

    Human and Ecological Risk Assessment, Vol. 17, Núm. 2, pp. 521-533

2010

  1. Identification of granite varieties from colour spectrum data

    Sensors, Vol. 10, Núm. 9, pp. 8572-8584