Publications by the researcher in collaboration with Carlos Javier Alonso González (34)

2015

  1. Stacking for multivariate time series classification

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

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

  2. Stacking Para La Clasificación de Series Temporales Multivariables

    X Jornadas de ARCA.: Sistemas Cualitativos y Diagnosis, Robótica, Sistemas Domóticos y Computación Ubicua

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. A case-based reasoning system for fault classification in dynamic systems

    Fifth International Workshop on Practical Applications of Agents and Multiagent Systems (IWPAAMS'06): October 19-20, 2006, E. U. Informática - Segovia (Spain), U. of Valladolid : proceedings

  2. Comparativa de métodos de construcción de bosques en tareas de clasificación de proteínas

    Fifth International Workshop on Practical Applications of Agents and Multiagent Systems (IWPAAMS'06): October 19-20, 2006, E. U. Informática - Segovia (Spain), U. of Valladolid : proceedings

  3. 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

  4. Rotation forest: A New classifier ensemble method

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

  5. Rotation-based Ensembles of RBF Networks

    ESANN 2006 Proceedings - European Symposium on Artificial Neural Networks

2005

  1. Bias and Variance of Rotation-Based Ensembles

    Computational intelligence and bioinspired systems. 8th International Work-Conference on Artificial Neural Networks IWANN 2005: Vilanova i la Geltrú, Barcelona, Spain. June 8-10, 2005. Proceedings (Springer USA), pp. 779-786

  2. Bias and variance of rotation-based ensembles

    Lecture Notes in Computer Science

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

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  4. 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

  5. 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

  6. Redes bayesianas en la clasificación de series temporales

    VII Jornadas de ARCA.: Sistemas cualitativos y diagnosis

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

    Knowledge-Based Systems

  8. 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