Publications (38) Domingo Savio Rodríguez Baena publications

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2025

  1. Biclustering in bioinformatics using big data and High Performance Computing applications: challenges and perspectives, a review

    Journal of Supercomputing, Vol. 81, Núm. 10

  2. BinRec: addressing data sparsity and cold-start challenges in recommender systems with biclustering

    Applied Intelligence, Vol. 55, Núm. 12

2024

  1. A stacking ensemble learning for Iberian pigs activity prediction: a time series forecasting approach

    AIMS Mathematics, Vol. 9, Núm. 5, pp. 13358-13384

  2. Computational Ensemble Gene Co-Expression Networks for the Analysis of Cancer Biomarkers

    Informatics, Vol. 11, Núm. 2

  3. CyEnGNet—App: A new Cytoscape app for the reconstruction of large co-expression networks using an ensemble approach

    SoftwareX, Vol. 25, pp. 101634

  4. Optimized Python library for reconstruction of ensemble-based gene co-expression networks using multi-GPU

    Journal of Supercomputing, Vol. 80, Núm. 12, pp. 18142-18176

2023

  1. A new approach for the construction of historical databases—NoSQL Document-oriented databases: the example of AtlantoCracies

    Digital Scholarship in the Humanities, Vol. 38, Núm. 3, pp. 1014-1032

2021

  1. A multi-GPU biclustering algorithm for binary datasets

    Journal of Parallel and Distributed Computing, Vol. 147, pp. 209-219

2020

  1. Computational analysis of the global effects of LY6E in the immune response to coronavirus infection using gene networks

    Genes, Vol. 11, Núm. 7, pp. 1-33

  2. Ensemble and Greedy Approach for the Reconstruction of Large Gene Co-Expression Networks

    Biosaia: Revista de los másteres de Biotecnología Sanitaria y Biotecnología Ambiental, Industrial y Alimentaria, Núm. 9

  3. Identifying livestock behavior patterns based on accelerometer dataset

    Journal of Computational Science, Vol. 41

  4. gMSR: A multi-GPU algorithm to accelerate a massive validation of biclusters

    Electronics (Switzerland), Vol. 9, Núm. 11, pp. 1-15

2019

  1. Ensemble and Greedy approach for the reconstruction of large gene co-expression networks

    Entropy, Vol. 21, Núm. 12

2018

  1. BIGO: A web application to analyse gene enrichment analysis results

    Computational Biology and Chemistry, Vol. 76, pp. 169-178

  2. Structure Optimization for Large Gene Networks Based on Greedy Strategy

    Computational and Mathematical Methods in Medicine, Vol. 2018

2017

  1. Bioinformatics from a big data perspective: Meeting the challenge

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

2014

  1. Aprendizaje basado en problemas empleando metodologías de ingeniería aplicadas en proyectos empresariales

    I Seminario Iberoamericano de Innovación Docente de la Universidad Pablo de Olavide. (Universidad Pablo de Olavide)

2013

  1. Extracting and validating biclusters from binary datasets

    AI Communications, Vol. 26, Núm. 4, pp. 417-418

  2. Frequent Pattern Mining

    Encyclopedia of Systems Biology (Springer Science+Business Media), pp. 760-761

  3. Gene Association Analysis, Frequent-Pattern Mining

    Encyclopedia of Systems Biology (Springer Science+Business Media), pp. 788-789