Publications by the researcher in collaboration with Carlos Fernández Lozano (19)

2019

  1. Differential Gene Expression Analysis of RNA-seq Data Using Machine Learning for Cancer Research

    Learning and Analytics in Intelligent Systems (Springer Nature), pp. 27-65

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

    Advances in Intelligent Systems and Computing

  3. Machine learning in biomedical informatics

    Encyclopedia of Biomedical Engineering (Elsevier), pp. 389-399

  4. Multivariate classification techniques to authenticate mexican commercial spirits

    Quality Control in the Beverage Industry: Volume 17: The Science of Beverages (Elsevier), pp. 259-287

2018

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

    ACM International Conference Proceeding Series

  2. 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

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

    Scientific Reports, Vol. 6

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

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

  2. Texture classification using feature selection and kernel-based techniques

    Soft Computing, Vol. 19, Núm. 9, pp. 2469-2480

2014

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

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

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

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

2013

  1. A texture-based classification method for proteins in two-dimensional electrophoresis gel images: A feature selection method using Support Vector Machines and Genetic Algorithms

    VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications

  2. Applied computational techniques on schizophrenia using genetic mutations

    Current Topics in Medicinal Chemistry, Vol. 13, Núm. 5, pp. 675-684

  3. High order texture-based analysis in biomedical images

    Current Medical Imaging Reviews, Vol. 9, Núm. 4, pp. 309-317

  4. Hybrid model based on genetic algorithms and SVM applied to variable selection within fruit juice classification

    The Scientific World Journal, Vol. 2013

  5. 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

  6. Texture classification using kernel-based techniques

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