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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

Analysis and Prediction of Dammed Water Level in a Hydropower Reservoir Using Machine Learning and Persistence-Based Techniques

  • Castillo-Botón, C.
  • Casillas-Pérez, D.
  • Casanova-Mateo, C.
  • Moreno-Saavedra, L.M.
  • Morales-Díaz, B.
  • Sanz-Justo, J.
  • Gutiérrez, P.A.
  • Salcedo-Sanz, S.
... View more Collapse

Water - 1/6/2020

Editor: MDPI AG

10.3390/w12061528 View at source

  • ISSN 03100367
  • ISSN/ISBN 2073-4441

Persistence Analysis and Prediction of Low-Visibility Events at Valladolid Airport, Spain

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

Symmetry-Basel (p. 1-18) - 1/6/2020

Editor: MDPI AG

10.3390/sym12061045 View at source

  • ISSN 20738994
  • ISSN/ISBN 2073-8994

Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model

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

Sustainable Materials And Technologies - 1/7/2022

Editor: Elsevier B.V.

10.1016/j.susmat.2022.e00429 View at source

  • ISSN 22149937
  • ISSN/ISBN 2214-9937

Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression

  • Deo, R.C.
  • Ahmed, A.A.M.
  • Casillas-Pérez, D.
  • Pourmousavi, S.A.
  • Segal, G.
  • Yu, Y.
  • Salcedo-Sanz, S.
... View more Collapse

Renewable Energy (p. 113-130) - 1/1/2023

Editor: Elsevier Ltd

10.1016/j.renene.2022.12.048 View at source

  • ISSN 09601481
  • ISSN/ISBN 1879-0682

Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Deep Residual model for short-term multi-step solar radiation prediction

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

RENEWABLE ENERGY (p. 408-424) - 1/5/2022

Editor: Elsevier Ltd

10.1016/j.renene.2022.03.120 View at source

  • ISSN 09601481
  • ISSN/ISBN 1879-0682

Persistence in complex systems

  • Salcedo-Sanz, S.
  • Casillas-Pérez, D.
  • Del Ser, J.
  • Casanova-Mateo, C.
  • Cuadra, L.
  • Piles, M.
  • Camps-Valls, G.
... View more Collapse

Physics Reports (p. 1-73) - 29/4/2022

Editor: Elsevier B.V.

10.1016/j.physrep.2022.02.002 View at source

  • ISSN 03701573
  • ISSN/ISBN 0370-1573

Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction

  • Ghimire, S.
  • Deo, R.C.
  • Casillas-Pérez, D.
  • Salcedo-Sanz, S.
  • Sharma, E.
  • Ali, M.

Measurement - 1/10/2022

Editor: Elsevier B.V.

10.1016/j.measurement.2022.111759 View at source

  • ISSN 02632241
  • ISSN/ISBN 0263-2241

Analysis of Machine Learning Approaches' Performance in Prediction Problems with Human Activity Patterns

  • Torres-López, R.
  • Casillas-Pérez, D.
  • Pérez-Aracil, J.
  • Cornejo-Bueno, L.
  • Alexandre, E.
  • Salcedo-Sanz, S.

Mathematics - 1/7/2022

Editor: MDPI

10.3390/math10132187 View at source

  • ISSN 22277390
  • ISSN/ISBN 2227-7390

3DFCNN: real-time action recognition using 3D deep neural networks with raw depth information

  • Sánchez-Caballero, A.
  • de López-Diz, S.
  • Fuentes-Jimenez, D.
  • Losada-Gutiérrez, C.
  • Marrón-Romera, M.
  • Casillas-Pérez, D.
  • Sarker, M.I.
... View more Collapse

MULTIMEDIA TOOLS AND APPLICATIONS (p. 24119-24143) - 1/7/2022

Editor: Springer

10.1007/s11042-022-12091-z View at source

  • ISSN 13807501
  • ISSN/ISBN 1573-7721

Hydro-power production capacity prediction based on machine learning regression techniques

  • Condemi, C.
  • Casillas-Pérez, D.
  • Mastroeni, L.
  • Jiménez-Fernández, S.
  • Salcedo-Sanz, S.

Knowledge-Based Systems - 21/6/2021

Editor: Elsevier B.V.

10.1016/j.knosys.2021.107012 View at source

  • ISSN 09507051
  • ISSN/ISBN 0950-7051

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

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

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

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