Publications by the researcher in collaboration with José Manuel Benítez Sánchez (16)

2013

  1. The Links between Statistical and Fuzzy Models for Time Series Analysis and Forecasting

    Intelligent Systems Reference Library, Vol. 47, pp. 1-30

2012

  1. Financial time series forecasting with a bio-inspired fuzzy model

    Expert Systems with Applications, Vol. 39, Núm. 16, pp. 12302-12309

  2. Time series modeling and forecasting using memetic algorithms for regime-switching models

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 23, Núm. 11, pp. 1841-1847

2011

  1. A test for the homoscedasticity of the residuals in fuzzy rule-based forecasters

    Applied Intelligence

  2. Empirical study of feature selection methods based on individual feature evaluation for classification problems

    Expert Systems with Applications, Vol. 38, Núm. 7, pp. 8170-8177

  3. Fuzzy autoregressive rules: Towards linguistic time series modeling

    Econometric Reviews, Vol. 30, Núm. 6, pp. 646-668

2010

  1. Equivalences between neural-autoregressive time series models and fuzzy systems

    IEEE Transactions on Neural Networks, Vol. 21, Núm. 9, pp. 1434-1444

  2. Linearity testing for fuzzy rule-based models

    Fuzzy Sets and Systems, Vol. 161, Núm. 13, pp. 1836-1851

  3. Testing for heteroskedasticity of the residuals in fuzzy rule-based models

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

  4. Testing for remaining autocorrelation of the residuals in the framework of fuzzy rule-based time series modelling

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems

2009

  1. Empirical study of individual feature evaluators and cutting criteria for feature selection in classification

    ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications

  2. Testing for serial independence of the residuals in the framework of fuzzy rule-based time series modeling

    ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications

2007

  1. Forecasting airborne pollen concentration time series with neural and neuro-fuzzy models

    Expert Systems with Applications, Vol. 32, Núm. 4, pp. 1218-1225

  2. Smooth transition autoregressive models and fuzzy rule-based systems: Functional equivalence and consequences

    Fuzzy Sets and Systems, Vol. 158, Núm. 24, pp. 2734-2745

2006

  1. On the identifiability of TSK additive fuzzy rule-based models

    Advances in Soft Computing, Vol. 37, pp. 79-86

2005

  1. Neuro-fuzzy prediction of airborne pollen concentrations

    Proceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference