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Casillas Pérez, David david.casillas@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Publications

Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms

  • Ghimire, S.
  • Deo, R.C.
  • Casillas-Pérez, D.
  • Salcedo-Sanz, S.

APPLIED ENERGY - 15/6/2022

Editor: Elsevier Ltd

10.1016/j.apenergy.2022.119063 View at source

  • ISSN 03062619
  • ISSN/ISBN 0306-2619

Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives

  • Del Ser, J.
  • Casillas-Perez, D.
  • Cornejo-Bueno, L.
  • Prieto-Godino, L.
  • Sanz-Justo, J.
  • Casanova-Mateo, C.
  • Salcedo-Sanz, S.
... View more Collapse

APPLIED SOFT COMPUTING - 1/3/2022

Editor: Elsevier Ltd

10.1016/j.asoc.2022.108526 View at source

  • ISSN 15684946
  • ISSN/ISBN 1568-4946

Hybridizing machine learning with metaheuristics for preventing convergence failures in mechanical models based on compression field theories

  • Hernández-Díaz, A.M.
  • Pérez-Aracil, J.
  • Casillas-Perez, D.
  • Pereira, E.
  • Salcedo-Sanz, S.

Applied Soft Computing - 1/11/2022

Editor: Elsevier Ltd

10.1016/j.asoc.2022.109654 View at source

  • ISSN 15684946
  • ISSN/ISBN 1568-4946

Statistical Analysis and Machine Learning Prediction of Fog-Caused Low-Visibility Events at A-8 Motor-Road in Spain

  • Cornejo-Bueno, S.
  • Casillas-Pérez, D.
  • Cornejo-Bueno, L.
  • Chidean, M.I.
  • Caamaño, A.J.
  • Cerro-Prada, E.
  • Casanova-Mateo, C.
  • Salcedo-Sanz, S.
... View more Collapse

Atmosphere - 1/6/2021

Editor: MDPI AG

10.3390/atmos12060679 View at source

  • ISSN 20734433
  • ISSN/ISBN 2073-4433

Machine learning regression and classification methods for fog events prediction

  • Castillo-Botón, C.
  • Casillas-Pérez, D.
  • Casanova-Mateo, C.
  • Ghimire, S.
  • Cerro-Prada, E.
  • Gutierrez, P.A.
  • Deo, R.C.
  • Salcedo-Sanz, S.
... View more Collapse

Atmospheric Research - 1/7/2022

Editor: Elsevier Ltd

10.1016/j.atmosres.2022.106157 View at source

  • ISSN 01698095
  • ISSN/ISBN 0169-8095

Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction

  • Ghimire, S.
  • Nguyen-Huy, T.
  • Prasad, R.
  • Deo, R.C.
  • Casillas-Pérez, D.
  • Salcedo-Sanz, S.
  • Bhandari, B.
... View more Collapse

Cognitive Computation (p. 645-671) - 7/11/2022

Editor: Springer

10.1007/s12559-022-10070-y View at source

  • ISSN 18669956
  • ISSN/ISBN 1866-9964

Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia

  • Ghimire, S.
  • Bhandari, B.
  • Casillas-Pérez, D.
  • Deo, R.C.
  • Salcedo-Sanz, S.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - 1/6/2022

Editor: Elsevier Ltd

10.1016/j.engappai.2022.104860 View at source

  • ISSN 09521976
  • ISSN/ISBN 0952-1976

Simultaneous exercise recognition and evaluation in prescribed routines: Approach to virtual coaches

  • García-de-Villa, S.
  • Casillas-Pérez, D.
  • Jiménez-Martín, A.
  • García-Domínguez, J.J.

EXPERT SYSTEMS WITH APPLICATIONS - 1/8/2022

Editor: Elsevier Ltd

10.1016/j.eswa.2022.116990 View at source

  • ISSN 09574174
  • ISSN/ISBN 0957-4174

Stacked LSTM Sequence-to-Sequence Autoencoder with Feature Selection for Daily Solar Radiation Prediction: A Review and New Modeling Results

  • Ghimire, S.
  • Deo, R.C.
  • Wang, H.
  • Al-Musaylh, M.S.
  • Casillas-Pérez, D.
  • Salcedo-Sanz, S.

Energies - 1/2/2022

Editor: MDPI

10.3390/en15031061 View at source

  • ISSN 19961073
  • ISSN/ISBN 1996-1073

A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction

  • Ghimire, S.
  • Nguyen-Huy, T.
  • AL-Musaylh, M.S.
  • Deo, R.C.
  • Casillas-Pérez, D.
  • Salcedo-Sanz, S.

Energy - 8/4/2023

Editor: Elsevier Ltd

10.1016/j.energy.2023.127430 View at source

  • ISSN 03605442
  • ISSN/ISBN 0360-5442

This researcher has no books.

Reconstrucción 3D de objetos deformables a partir de un modelo de referencia y de una imagen del objeto deformado mediante transformaciones de isometría e isoárea

  • David Casillas Pérez
  • Daniel Pizarro Pérez
  • Manuel R. Mazo Quintas

Sextas Jornadas De Jóvenes Investigadores De La Universidad De Alcalá: Ciencias E Ingenierías (p. 237-248) - 1/1/2017

Editor: Editorial Universidad de Alcalá

  • ISSN/ISBN 978-84-16599-48-6

ML algorithms for the assessment of prescribed physical exercises

  • De Villa, S.G.
  • Parra, A.M.
  • Martin, A.J.
  • Dominguez, J.J.G.
  • Casillas-Perez, D.

2021 IEEE INTERNATIONAL SYMPOSIUM ON MEDICAL MEASUREMENTS AND APPLICATIONS (IEEE MEMEA 2021) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/memea52024.2021.9478725 View at source

  • ISSN/ISBN 9781665419147

Full Body Gesture Recognition for Human-Machine Interaction in Intelligent Spaces

  • Casillas-Perez, D.
  • Macias-Guarasa, J.
  • Marron-Romera, M.
  • Fuentes-Jimenez, D.
  • Fernandez-Rincon, A.

Lecture Notes In Computer Science (p. 664-676) - 1/1/2016

Editor: Springer Verlag

10.1007/978-3-319-31744-1_58 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

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: 4/24/24 1:21 PM