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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

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

A Survey on Machine Learning Techniques for Routing Optimization in SDN

  • Amin, R.
  • Rojas, E.
  • Aqdus, A.
  • Ramzan, S.
  • Casillas-Perez, D.
  • Arco, J.M.

Ieee Access (p. 104582-104611) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2021.3099092 View at source

  • ISSN 21693536
  • ISSN/ISBN 2169-3536

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

A versatile multi-method ensemble for wind farm

  • Pérez-Aracil, J.
  • Casillas-Pérez, D.
  • Jiménez-Fernández, S.
  • Prieto-Godino, L.
  • Salcedo-Sanz, S.

JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS - 1/6/2022

Editor: Elsevier B.V.

10.1016/j.jweia.2022.104991 View at source

  • ISSN 01676105
  • ISSN/ISBN 0167-6105

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

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

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

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

Collaboration and competition spatial complex networks in regional science

  • Salcedo-Sanz, S.
  • Cornejo-Bueno, S.
  • Casillas-Pérez, D.
  • Camacho-Gómez, C.
  • Cuadra, L.
  • Chidean, M.I.
  • Caamaño, A.J.
... View more Collapse

Journal Of Ambient Intelligence And Humanized Computing - 27/3/2023

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/s12652-023-04590-0 View at source

  • ISSN 18685137
  • ISSN/ISBN 1868-5145

DPDnet: A robust people detector using deep learning with an overhead depth camera

  • Fuentes-Jimenez, D.
  • Martin-Lopez, R.
  • Losada-Gutierrez, C.
  • Casillas-Perez, D.
  • Macias-Guarasa, J.
  • Luna, C.A.
  • Pizarro, D.
... View more Collapse

Expert Systems With Applications - 15/5/2020

Editor: Elsevier Ltd

10.1016/j.eswa.2019.113168 View at source

  • ISSN 09574174
  • ISSN/ISBN 0957-4174

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