Publications by the researcher in collaboration with Alejandro Pazos Sierra (88)

2024

  1. From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine

    Health Information Science and Systems, Vol. 12, Núm. 1

  2. Unraveling druggable cancer-driving proteins and targeted drugs using artificial intelligence and multi-omics analyses

    Scientific Reports, Vol. 14, Núm. 1

2023

  1. Operating System Fingerprinting Tool Based on Classical Machine Learning Algorithms

    Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023

  2. Operating System Fingerprinting Tool Based on Classical Machine Learning Algorithms

    2023 JNIC Cybersecurity Conference, JNIC 2023

2021

  1. Linking of an artificial neural network with the eeie expert system to identify environmental impacts.

    World Congress on Neural Networks (Taylor and Francis), pp. II.338-II.343

2020

  1. Net-net autoML selection of artificial neural network topology for brain connectome prediction

    Applied Sciences (Switzerland), Vol. 10, Núm. 4

2019

  1. Improvement of epitope prediction using peptide sequence descriptors and machine learning

    International Journal of Molecular Sciences, Vol. 20, Núm. 18

2018

  1. Integrative multi-omics data-driven approach for metastasis prediction in cancer

    ACM International Conference Proceeding Series

2016

  1. A methodology for the design of experiments in computational intelligence with multiple regression models

    PeerJ, Vol. 2016, Núm. 12

  2. La docencia de entornos inmersivos, interactivos y de entretenimiento en el Grado en Ingeniería Informática

    Presente y futuro de la docencia universitaria: presente e futuro da docencia universitaria (Educación), pp. 69-74

  3. Texture analysis in gel electrophoresis images using an integrative kernel-based approach

    Scientific Reports, Vol. 6

  4. Using genetic algorithms to improve support vector regression in the analysis of atomic spectra of lubricant oils

    Engineering Computations (Swansea, Wales), Vol. 33, Núm. 4, pp. 995-1005

2015

  1. Aprendizaje basado en ejemplos: Desarrollo de aplicaciones empresariales con tecnologías .Net

    RIDU, Vol. 9, Núm. 1, pp. 77-100

  2. Classification of two-channel signals by means of genetic programming

    GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference

  3. Introduction to the subject automatic learning in the Computer Engineering Degree

    Evaluación de la Calidad de la Investigación y de la Educación Superior: libro de resúmenes XI FECIES

2014

  1. Breast density classification to reduce false positives in CADe systems

    Computer Methods and Programs in Biomedicine, Vol. 113, Núm. 2, pp. 569-584

  2. Implantación de la materia Aprendizaje automático en el Grado de Ingeniería Informática

    Experiencias e innovación docente en el contexto actual de la docencia universitaria (Ourense : Educación editora), pp. 53-57

  3. Knowledge management for chronic patient control and monitoring

    AIP Conference Proceedings

  4. LECTINPred: Web server that uses complex networks of protein structure for prediction of lectins with potential use as cancer biomarkers or in parasite vaccine design

    Molecular Informatics, Vol. 33, Núm. 4, pp. 276-285

  5. Markov mean properties for cell death-related protein classification

    Journal of Theoretical Biology, Vol. 349, pp. 12-21