Publications by the researcher in collaboration with Dušan Fister (11)

2024

  1. Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review

    Theoretical and Applied Climatology, Vol. 155, Núm. 1, pp. 1-44

  2. Autoencoder Framework for General Forecasting

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

  3. Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches[Formula presented]

    Expert Systems with Applications, Vol. 238

  4. Long-term temperature prediction with hybrid autoencoder algorithms

    Applied Computing and Geosciences, Vol. 23

  5. Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model

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

2023

  1. A comprehensive review of visualization methods for association rule mining: Taxonomy, challenges, open problems and future ideas

    Expert Systems with Applications, Vol. 233

  2. Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques

    Applied Soft Computing, Vol. 136

  3. Deep learning ensembles for accurate fog-related low-visibility events forecasting

    Neurocomputing, Vol. 549

  4. Time series numerical association rule mining variants in smart agriculture

    Journal of Ambient Intelligence and Humanized Computing, Vol. 14, Núm. 12, pp. 16853-16866

2022

  1. A hierarchical classification/regression algorithm for improving extreme wind speed events prediction

    Renewable Energy, Vol. 201, pp. 157-178

2021

  1. New perspectives in the development of the artificial sport trainer

    Applied Sciences (Switzerland), Vol. 11, Núm. 23