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Perez Aracil, Jorge jorge.perez.aracil@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Go-around occurrence prediction with rule-induction, rule evolution and Machine Learning algorithms

  • Marina, C.M.
  • Pérez-Aracil, J.
  • Lorente-Ramos, E.
  • Casanova-Mateo, C.
  • Salcedo-Sanz, S.

Advanced Engineering Informatics - 1/5/2025

Editor: Elsevier Ltd

10.1016/j.aei.2025.103171 View at source

  • ISSN 14740346
  • ISSN/ISBN 1474-0346

Hybridizing Machine Learning Algorithms With Numerical Models for Accurate Wind Power Forecasting

  • Abad-Santjago, Á.
  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Sanz-Justo, J.
  • Casanova-Mateo, C.
  • Salcedo-Sanz, S.

Expert Systems - 1/2/2025

Editor: John Wiley and Sons Inc

10.1111/exsy.13830 View at source

  • ISSN 14680394
  • ISSN/ISBN 1468-0394

Learning for Visible Light Communications: Potential Scenarios and Applications

  • Morales Cespedes, Maximo
  • Pérez Aracil, Jorge
  • Garcia Armada, Ana
  • Salcedo Sanz, Sancho

Ieee Consumer Electronics Magazine - 1/1/2025

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/mce.2025.3525584 View at source

  • EISSN 2162-2256
  • ISSN 21622256
  • ISSN/ISBN 2162-2256

A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic

  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Marina, C.M.
  • Prieto-Godino, L.
  • Casanova-Mateo, C.
  • Gutiérrez, P.A.
  • Salcedo-Sanz, S.
... View more Collapse

Knowledge-Based Systems - 12/5/2024

Editor: Elsevier B.V.

10.1016/j.knosys.2024.111556 View at source

  • ISSN 09507051
  • ISSN/ISBN 0950-7051

Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information

  • Liz-López, H.
  • Huertas-Tato, J.
  • Pérez-Aracil, J.
  • Casanova-Mateo, C.
  • Sanz-Justo, J.
  • Camacho, D.

Knowledge-Based Systems - 11/1/2024

Editor: Elsevier B.V.

10.1016/j.knosys.2023.111198 View at source

  • ISSN 09507051
  • ISSN/ISBN 0950-7051

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

  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Fister, D.
  • Torres-López, R.
  • Salcedo-Sanz, S.

Expert Systems With Applications - 1/1/2024

Editor: Elsevier Ltd

10.1016/j.eswa.2023.122264 View at source

  • ISSN 09574174
  • ISSN/ISBN 0957-4174

Improving the prediction of extreme wind speed events with generative data augmentation techniques

  • Vega-Bayo, M.
  • Pérez-Aracil, J.
  • Prieto-Godino, L.
  • Salcedo-Sanz, S.

Renewable Energy - 1/1/2024

Editor: Elsevier Ltd

10.1016/j.renene.2023.119769 View at source

  • ISSN 09601481
  • ISSN/ISBN 1879-0682

Evolving interpretable decision trees for reinforcement learning

  • Costa, V.G.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.
  • Pedreira, C.E.

Artificial Intelligence - 1/1/2024

Editor: Elsevier B.V.

10.1016/j.artint.2023.104057 View at source

  • ISSN 00043702
  • ISSN/ISBN 0004-3702

An explainable machine learning approach for hospital emergency department visits forecasting using continuous training and multi-model regression

  • Peláez-Rodríguez, C.
  • Torres-López, R.
  • Pérez-Aracil, J.
  • López-Laguna, N.
  • Sánchez-Rodríguez, S.
  • Salcedo-Sanz, S.

Computer Methods And Programs In Biomedicine - 1/1/2024

Editor: Elsevier Ireland Ltd

10.1016/j.cmpb.2024.108033 View at source

  • ISSN 01692607
  • ISSN/ISBN 1872-7565

Fuzzy-based ensemble methodology for accurate long-term prediction and interpretation of extreme significant wave height events

  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Gómez-Orellana, A.M.
  • Guijo-Rubio, D.
  • Vargas, V.M.
  • Gutiérrez, P.A.
  • Hervás-Martínez, C.
  • Salcedo-Sanz, S.
... View more Collapse

Applied Ocean Research - 1/1/2024

Editor: Elsevier Ltd

10.1016/j.apor.2024.104273 View at source

  • ISSN 01411187
  • ISSN/ISBN 0141-1187

This researcher has no books.

This researcher has no book chapters.

Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm

  • Gómez-Orellana, A.M.
  • Vargas, V.M.
  • Guijo-Rubio, D.
  • Pérez-Aracil, J.
  • Gutiérrez, P.A.
  • Salcedo-Sanz, S.
  • Hervás-Martínez, C.
... View more Collapse

Lecture Notes In Computer Science (p. 293-302) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_27 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Autoencoder Framework for General Forecasting

  • Fister, D.
  • Peláez-Rodríguez, C.
  • Cornejo-Bueno, L.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 314-322) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_29 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Energy Flux Prediction Using an Ordinal Soft Labelling Strategy

  • Gómez-Orellana, A.M.
  • Vargas, V.M.
  • Gutiérrez, P.A.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.
  • Hervás-Martínez, C.
  • Guijo-Rubio, D.
... View more Collapse

Lecture Notes In Computer Science (p. 283-292) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_26 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Data Augmentation Techniques for Extreme Wind Prediction Improvement

  • Vega-Bayo, M.
  • Gómez-Orellana, A.M.
  • Yun, V.M.V.
  • Guijo-Rubio, D.
  • Cornejo-Bueno, L.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.
... View more Collapse

Lecture Notes In Computer Science (p. 303-313) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_28 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

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

  • Peláez-Rodríguez, C.
  • Cornejo-Bueno, L.
  • Fister, D.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 323-332) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_30 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Machine Learning as Applied to Shape Parameterization of Submerged Arch Structures

  • LLamosas-Mayca WH
  • Lorente-Ramos E
  • Pérez-Aracil J
  • Hernández-Díaz AM
  • García-Román MD
  • Salcedo-Sanz S

Lecture Notes In Computer Science (p. 333-344) - 1/1/2024

10.1007/978-3-031-61137-7_31 View at source

  • ISSN 03029743

Multivariate-Autoencoder Flow-Analogue Method for Heat Waves Reconstruction

  • Marina, C.M.
  • Lorente-Ramos, E.
  • Ayllón-Gavilán, R.
  • Gutiérrez, P.A.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 223-232) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-62799-6_23 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Machine Learning Health Estimation for Lithium-Ion Batteries Under Varied Conditions

  • Leite, G.M.C.
  • Pérez-Aracil, J.
  • Marcelino, C.G.
  • García-Gutiérrez, G.
  • Prodanovic, M.
  • García-Quismondo, E.
  • Pinilla, S.
  • Palma, J.
  • Jiménez-Fernández, S.
  • Salcedo-Sanz, S.
... View more Collapse

Lecture Notes In Computer Science (p. 275-282) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_25 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm

  • Marcelino, C.G.
  • Wanner, E.F.
  • Martins, F.V.C.
  • Perez-Aracil, J.
  • Jimenez-Fernandez, S.
  • Salcedo-Sanz, S.

2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings - 1/1/2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/cec55065.2022.9870385 View at source

  • ISSN/ISBN 9781665467087

The application of artificial neural networks and regresssors in optimal vibration control design

  • Carlos Camacho-Gómez, Jorge Pérez-Aracil, José Manuel Soria, David Camacho and Sancho Salcedo-Sanz

6th International Congress On Mechanical Models In Structural Engineering (Cmmost 2021) - 1/12/2021

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 11/10/25 4:35 PM