Publications by the researcher in collaboration with ROBERTO FERNANDEZ MARTINEZ (19)

2023

  1. Prediction of Head Related Transfer Functions Using Machine Learning Approaches

    Acoustics, Vol. 5, Núm. 1, pp. 254-267

  2. The determination of optimum segmentation parameters using genetic algorithms: Application to different segmentation algorithms and transmission electron microscopy tomography reconstructed volumes

    Microscopy Research and Technique, Vol. 86, Núm. 10, pp. 1237-1248

2022

  1. Material Fracture Life Prediction Under High Creep Conditions Using Decision Trees and Rule-based Techniques

    Proceedings - 2022 RIVF International Conference on Computing and Communication Technologies, RIVF 2022

2021

  1. Material Fracture Life Prediction Under High Temperature Creep Conditions Using Support Vector Machines And Artificial Neural Networks Techniques

    31st International Conference on Computer Theory and Applications, ICCTA 2021 - Proceedings

  2. Novel creep steel developed through innovative composition and thermal treatment

    Materials at High Temperatures, Vol. 38, Núm. 6, pp. 417-425

  3. Quantitative electron tomography of polylactic acid/clay nanocomposites for better comprehension of processing–microstructure–elastic modulus

    Polymers and Polymer Composites, Vol. 29, Núm. 6, pp. 724-732

2019

  1. Material Fracture Life Prediction Using Linear Regression Techniques Under High Temperature Creep Conditions

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

  2. Use of support vector machines, neural networks and genetic algorithms to characterize rubber blends by means of the classification of the carbon black particles used as reinforcing agent

    Soft Computing, Vol. 23, Núm. 15, pp. 6115-6124

2018

  1. Alloying elements liquid addition to optimize secondary metallurgy

    WSEAS Transactions on Environment and Development, Vol. 14, pp. 190-196

  2. Influence of cryogenic treatment on wear resistance and microstructure of AISI A8 tool steel

    Metals, Vol. 8, Núm. 12

  3. Morphological classification of reinforcing nanoparticle aggregates: Comparison between visual expert decision and machine learning techniques

    2018 8th International Conference on Computer Science and Information Technology, CSIT 2018

  4. Semi-automated quantification of the microstructure of PLA/clay nanocomposites to improve the prediction of the elastic modulus

    Polymer Testing, Vol. 66, pp. 280-291

2017

  1. Carbide distribution based on automatic image analysis for cryogenically treated tool steels

    Materiali in Tehnologije, Vol. 51, Núm. 4, pp. 609-611

  2. Methodology to classify the shape of reinforcement fillers: optimization, evaluation, comparison, and selection of models

    Journal of Materials Science, Vol. 52, Núm. 1, pp. 569-580

  3. Tensile strength prediction of rubber blends using linear regression techniques

    IEEE 4th International Conference on Soft Computing and Machine Intelligence, ISCMI 2017

2015

  1. 3D TEM reconstruction and segmentation process of laminar bio-nanocomposites

    AIP Conference Proceedings

  2. Pin on disk against ball on disk for the evaluation of wear improvement on cryo-treated metal cutting shears

    AIP Conference Proceedings

2014

  1. Modeling of the mechanical properties of carbon-black reinforced rubber blends by machine learning techniques

    Applied Mechanics and Materials

  2. Use of decision tree models based on evolutionary algorithms for the morphological classification of reinforcing nano-particle aggregates

    Computational Materials Science, Vol. 92, pp. 102-113