Publicacións en colaboración con investigadores/as de Universidad de Valladolid (29)

2024

  1. Using fuzzy logic for analysis and optimization of color-difference databases

    CEUR Workshop Proceedings

2019

  1. Observation of Metacognitive Skills in Natural Environments: A Longitudinal Study With Mixed Methods

    Frontiers in Psychology, Vol. 10

  2. Will personalized e-Learning increase deep learning in higher education?

    Information Discovery and Delivery, Vol. 47, Núm. 1, pp. 53-63

2015

  1. Stacking for multivariate time series classification

    Pattern Analysis and Applications, Vol. 18, Núm. 2, pp. 297-312

2011

  1. Development of pulsed UV lasers and their application in laser spectroscopy

    Journal of Physics: Conference Series

2010

  1. Ensemble methods and model based diagnosis using possible conflicts and system decomposition

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

2008

  1. Multivariate time series classification via stacking of univariate classifiers

    Studies in Computational Intelligence

2007

  1. Focusing fault localization in model-based diagnosis with case-based reasoning

    2007 European Control Conference, ECC 2007

  2. Stacking dynamic time warping for the diagnosis of dynamic systems

    Current Topics in Artificial Intelligence: 12th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2007, Salamanca, Spain, November 12-16, 2007

  3. Stacking dynamic time warping for the diagnosis of dynamic systems

    XII Conferencia de la Asociación Española para la Inteligencia Artificial: (CAEPIA 2007). Actas

2006

  1. Early fault classification in dynamic systems using case-based reasoning

    Current Topics in Artificial Intelligence: 11th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2005

  2. Rotation forest: A New classifier ensemble method

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, Núm. 10, pp. 1619-1630

  3. Rotation-based Ensembles of RBF Networks

    ESANN 2006 Proceedings - European Symposium on Artificial Neural Networks

2005

  1. Bias and variance of rotation-based ensembles

    Lecture Notes in Computer Science

  2. Diagnosis of continuous dynamic systems: Integrating consistency based diagnosis with machine-learning techniques

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  3. Error de posición en Clasificadores Bayesianos para la Clasificación de Series Temporales

    Actas del III Taller Nacional de Minería de Datos y Aprendizaje (Thomson-Paraninfo), pp. 243-250

  4. Métodos de Combinación de Clasificadores sobre Máquinas de Vectores Soporte

    Actas del III Taller Nacional de Minería de Datos y Aprendizaje (Thomson-Paraninfo), pp. 185-192

  5. Redes bayesianas en la clasificación de series temporales

    VII Jornadas de ARCA.: Sistemas cualitativos y diagnosis

  6. Support vector machines of interval-based features for time series classification

    Knowledge-Based Systems

  7. Un sistema de razonamiento basado en casos para la clasificación de fallos en sistemas dinámicos

    Actas del III Taller Nacional de Minería de Datos y Aprendizaje (Thomson-Paraninfo), pp. 203-211