Publicacions en què col·labora amb Pedro José García Laencina (24)

2013

  1. Classifying patterns with missing values using Multi-Task Learning perceptrons

    Expert Systems with Applications, Vol. 40, Núm. 4, pp. 1333-1341

  2. Exploiting diversity of neural network ensembles based on extreme learning machine

    Neural Network World, Vol. 23, Núm. 5, pp. 395-409

  3. Neural architecture design based on extreme learning machine

    Neural Networks, Vol. 48, pp. 19-24

2012

  1. Aprendizaje máquina con transferencia de información

    Espacio-Teleco: revista de la ETSIT-UPCT, Núm. 3, pp. 13-18

  2. Design and training of neural architectures using extreme learning machine

    Neurocomputing: Learning, Architectures and Modeling (Nova Science Publishers, Inc.), pp. 119-145

  3. WIMP: Web server tool for missing data imputation

    Computer Methods and Programs in Biomedicine, Vol. 108, Núm. 3, pp. 1247-1254

2011

  1. Detección y caracterización automáticas basadas en tratamiento digital de imágenes y redes neuronales de señales tonales emitidas por cetáceos

    Espacio-Teleco: revista de la ETSIT-UPCT, Núm. 2, pp. 115-122

2010

  1. Estimación de densidad de probabilidad mediante ventanas de Parzen

    Jornadas de introducción a la investigación de la UPCT, Núm. 3, pp. 68-70

  2. Pattern classification with missing data: A review

    Neural Computing and Applications, Vol. 19, Núm. 2, pp. 263-282

  3. Proyecto TEC2006-13338/TCM: posicionamiento automático del paciente durante el tratamiento de radioterapia

    Espacio-Teleco: revista de la ETSIT-UPCT, Núm. 1, pp. 49-59

2009

  1. Classification with incomplete data

    Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques (IGI Global), pp. 147-175

  2. Combining missing data imputation and pattern classification in a multi-layer perceptron

    Intelligent Automation and Soft Computing, Vol. 15, Núm. 4, pp. 539-553

  3. Diseño óptimo de comités de redes neuronales artificiales

    Jornadas de introducción a la investigación de la UPCT, Núm. 2, pp. 50-53

  4. K nearest neighbours with mutual information for simultaneous classification and missing data imputation

    Neurocomputing, Vol. 72, Núm. 7-9, pp. 1483-1493

2008

  1. A robust approach for classifying unknown data in medical diagnosis problems

    2008 World Automation Congress, WAC 2008

  2. Incomplete pattern classification using a multi-task approach

    WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc.

  3. K-nearest neighbours based on mutual information for incomplete data classification

    ESANN 2008 Proceedings, 16th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning

  4. Machine learning techniques for solving classification problems with missing input data

    WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc.

  5. Regresión local por mínimos cuadrados para estimación eficiente de datos incompletos

    Jornadas de introducción a la investigación de la UPCT, Núm. 1, pp. 16-18

2007

  1. A support vector method for estimating joint density of medical images

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