Publications by the researcher in collaboration with Julián Dorado De la Calle (38)

2024

  1. 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

2020

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

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

  2. Rudeva: una herramienta para la implantación de rúbricas de evaluación

    Contextos universitarios tranformadores: boas prácticas no marco dos GID

2019

  1. Evaluation as a Continuous Improvement Process in the Learning of Programming Languages

    Advances in Intelligent Systems and Computing

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

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

  3. Obtendo información útil para a mellora dunha materia a partir dos resultados dos exames de resposta múltiple

    Contextos universitarios transformadores: construíndo espazos de aprendizaxe.

2018

  1. Mejora continua de la calidad de la docencia a partir del análisis de los resultados de evaluación

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 3

2016

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

    PeerJ, Vol. 2016, Núm. 12

2015

  1. A hybrid evolutionary system for automated artificial neural networks generation and simplification in biomedical applications

    Current Bioinformatics, Vol. 10, pp. 672-691

  2. Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models

    Journal of Theoretical Biology, Vol. 384, pp. 50-58

  3. Graph-based processing of macromolecular information

    Current Bioinformatics, Vol. 10, Núm. 5, pp. 606-631

2014

  1. Improving enzyme regulatory protein classification by means of SVM-RFE feature selection

    Molecular BioSystems, Vol. 10, Núm. 5, pp. 1063-1071

  2. 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

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

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

2013

  1. Artificial intelligence techniques in medicinal chemistry

    Current Topics in Medicinal Chemistry

  2. Biomedical data integration in computational drug design and bioinformatics

    Current Computer-Aided Drug Design, Vol. 9, Núm. 1, pp. 108-117

  3. Evolutionary computation and QSAR research

    Current Computer-Aided Drug Design, Vol. 9, Núm. 2, pp. 206-225

  4. Kernel-based feature selection techniques for transport proteins based on Star graph topological indices

    Current Topics in Medicinal Chemistry, Vol. 13, Núm. 14, pp. 1681-1691