Publicaciones en colaboración con investigadores/as de Universidad de Málaga (46)

2023

  1. Clinical Text Classification in Cancer Real-World Data in Spanish

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

  2. Editorial of the Special Issue Intelligent Solutions for Efficient Logistics and Sustainable Transportation

    Applied Soft Computing

2019

  1. Spatial and meteorological relevance in NO 2 estimations: a case study in the Bay of Algeciras (Spain)

    Stochastic Environmental Research and Risk Assessment, Vol. 33, Núm. 3, pp. 801-815

  2. Addition of Pathway-Based Information to Improve Predictions in Transcriptomics

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

  3. Estimation of NO2 concentration values in a monitoring sensor network using a fusion approach

    Fresenius Environmental Bulletin, Vol. 28, Núm. 2, pp. 681-686

  4. Forward Noise Adjustment Scheme for Data Augmentation

    Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018

  5. MetODeep: A Deep Learning Approach for Prediction of Methionine Oxidation Sites in Proteins

    Proceedings of the International Joint Conference on Neural Networks

2018

  1. BLASSO: Integration of biological knowledge into a regularized linear model

    BMC Systems Biology, Vol. 12

  2. Classification of high dimensional data using LASSO ensembles

    2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings

  3. Data dimension and structure effects in predictive performance of deep neural networks

    Frontiers in Artificial Intelligence and Applications

2017

  1. Deep learning to analyze RNA-Seq gene expression data

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

  2. L1-regularization model enriched with biological knowledge

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

  3. Machine learning models to search relevant genetic signatures in clinical context

    Proceedings of the International Joint Conference on Neural Networks

  4. Prediction of carbon monoxide (CO) atmospheric pollution concentrations using meterological variables

    WIT Transactions on Ecology and the Environment, Vol. 211, pp. 137-145

  5. Solving scheduling problems with genetic algorithms using a priority encoding scheme

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 52-61