Publications by the researcher in collaboration with ANTONIO JESÚS RIVERA RIVAS (11)

2022

  1. Time Series Forecasting by Generalized Regression Neural Networks Trained With Multiple Series

    IEEE Access, Vol. 10, pp. 3275-3283

2019

  1. A methodology for applying k-nearest neighbor to time series forecasting

    Artificial Intelligence Review, Vol. 52, Núm. 3, pp. 2019-2037

  2. Automatic Time Series Forecasting with GRNN: A Comparison with Other Models

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

  3. Time series forecasting with KNN in R: The tsfknn Package

    R Journal, Vol. 11, Núm. 2, pp. 229-242

2018

  1. Dealing with seasonality by narrowing the training set in time series forecasting with kNN

    Expert Systems with Applications, Vol. 103, pp. 38-48

2011

  1. A Summary on the Study of the Medium-TermForecasting of the Extra-Virgen Olive Oil Price

    Advances in Artificial Intelligence: 14th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2011, La Laguna, Spain, November 7-11, 2011. Proceedings

  2. A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods

    Applied Intelligence

  3. A summary on the study of the medium-term forecasting of the extra-virgen olive oil price

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

2010

  1. CO2RBFN for short and medium term forecasting of the extra-virgin olive oil price

    Studies in Computational Intelligence

  2. Intelligent systems in long-term forecasting of the extra-virgin olive oil price in the Spanish market

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

2008

  1. An study on data mining methods for short-term forecasting of the extra virgin olive oil price in the Spanish market

    Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008