Publications by the researcher in collaboration with EMILIO SORIA OLIVAS (36)

2021

  1. Ciencia de datos: el nuevo hábitat para la sociedad del futuro

    Ciencia abierta y desarrollo rural: III Universidad de Verano de Aras de los Olmos (Vicerectorat de Participació i Projecció Territorial), pp. 107-124

2014

  1. Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques

    Computer Methods and Programs in Biomedicine, Vol. 117, Núm. 2, pp. 208-217

2013

  1. Bayesian regularized committee of extreme learning machine

    ICPRAM 2013 - Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods

2012

  1. Detecting rottenness caused by Penicillium genus fungi in citrus fruits using machine learning techniques

    Expert Systems with Applications, Vol. 39, Núm. 1, pp. 780-785

  2. Preface

    Medical Applications of Intelligent Data Analysis: Research Advancements

2011

  1. Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach

    IEEE SSCI 2011: Symposium Series on Computational Intelligence - CIDM 2011: 2011 IEEE Symposium on Computational Intelligence and Data Mining

  2. BELM: Bayesian extreme learning machine

    IEEE Transactions on Neural Networks, Vol. 22, Núm. 3, pp. 505-509

  3. Regularized extreme learning machine for regression problems

    Neurocomputing, Vol. 74, Núm. 17, pp. 3716-3721

2010

  1. Feature selection using ROC curves on classification problems

    Proceedings of the International Joint Conference on Neural Networks

  2. Neural models for rainfall forecasting

    Soft Computing Methods for Practical Environment Solutions: Techniques and Studies (IGI Global), pp. 353-369

2009

  1. Adaptive algorithms robust to impulsive noise with low computational cost using order statistic

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  2. Application of neural networks in animal science

    Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques (IGI Global), pp. 440-456

  3. Handbook of research on machine learning applications and trends: Algorithms, methods, and techniques

    IGI Global, pp. 1-703

  4. Qualitative analysis of goat and sheep production data using self-organizing maps

    Expert Systems, Vol. 26, Núm. 2, pp. 191-201

  5. Simucapra: Educational software application for Animal Nutrition based on MATLAB

    International Journal of Engineering Education, Vol. 25, Núm. 5, pp. 998-1004

  6. Survival prediction in patients undergoing ischemic cardiopathy

    Proceedings of the International Joint Conference on Neural Networks

2008

  1. Comparative study of several fir median hybrid filters for blink noise removal in electrooculograms

    WSEAS Transactions on Signal Processing, Vol. 4, Núm. 3, pp. 53-59

  2. Use of reinforcement learning in two real applications

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

  3. Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal

    Expert Systems with Applications, Vol. 34, Núm. 4, pp. 2988-2994

2007

  1. BioLab: An educational tool for signal processing training in biomedical engineering

    IEEE Transactions on Education, Vol. 50, Núm. 1, pp. 34-40