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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

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

Inertial Sensors for Human Motion Analysis: A Comprehensive Review

  • Garcia-De-Villa, S.
  • Casillas-Perez, D.
  • Jimenez-Martin, A.
  • Garcia-Dominguez, J.J.

Ieee Transactions On Instrumentation And Measurement (p. 1-1) - 15/5/2023

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tim.2023.3276528 View at source

  • ISSN 00189456
  • ISSN/ISBN 1557-9662

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

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

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

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

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

Extended Weighted ABG: A Robust Non-Linear ABG-Based Approach for Optimal Combination of ABG Path-Loss Propagation Models

  • Casillas-Perez, D.
  • Merino-Perez, D.
  • Jimenez-Fernandez, S.
  • Portilla-Figueras, J.A.
  • Salcedo-Sanz, S.

IEEE Access (p. 75219-75233) - 1/1/2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2022.3190956 View at source

  • ISSN 21693536
  • ISSN/ISBN 2169-3536

Equiareal Shape-from-Template

  • Casillas-Perez, D.
  • Pizarro, D.
  • Fuentes-Jimenez, D.
  • Mazo, M.
  • Bartoli, A.

Journal Of Mathematical Imaging And Vision (p. 607-626) - 1/6/2019

Editor: Springer New York LLC

10.1007/s10851-018-0862-5 View at source

  • ISSN 09249907
  • ISSN/ISBN 1573-7683

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

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