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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

Explainable Singular Spectrum Analysis deep learning model for half-hourly electricity price prediction

  • Ghimire, Sujan
  • Deo, Ravinesh C
  • Liu, Hangyue
  • Hopf, Konstantin
  • Nguyen-Huy, Thong
  • Casillas-Perez, David
  • Perez-Aracil, Jorge
  • Salcedo-Sanz, Sancho
... View more Collapse

Applied Energy - 1/05/2026

Editor: Elsevier Ltd

10.1016/j.apenergy.2026.127556 View at source

  • ISSN 03062619
  • ISSN/ISBN 0306-2619

Point and confidence interval prediction of electricity price based on hybrid dual-decomposition and deep learning model

  • Ghimire, Sujan
  • Nguyen-Huy, Thong
  • Deo, Ravinesh C
  • Casillas-Perez, David
  • Prasad, Ramendra
  • Salcedo-Sanz, Sancho

Energy - 1/05/2026

Editor: Elsevier Ltd

10.1016/j.energy.2026.140692 View at source

  • ISSN 03605442
  • ISSN/ISBN 1873-6785

Spatio-temporal analysis of droughts in the Iberian Peninsula using complex Climate Networks over precipitation data

  • Chidean, MI
  • Pérez-Aracil, J
  • Casillas-Pérez, D
  • Caamaño-Fernández, A
  • Salcedo-Sanz, S

Journal Of Environmental Management - 1/8/2025

Editor: Academic Press

10.1016/j.jenvman.2025.126106 View at source

  • ISSN 03014797
  • ISSN/ISBN 1095-8630

Half-hourly electricity price prediction model with explainable-decomposition hybrid deep learning approach

  • Ghimire, Sujan
  • Deo, Ravinesh C
  • Hopf, Konstantin
  • Liu, Hangyue
  • Casillas-Perez, David
  • Helwig, Andreas
  • Prasad, Salvin S
  • Perez-Aracil, Jorge
  • Barua, Prabal Datta
  • Salcedo-Sanz, Sancho
... View more Collapse

Energy And Ai - 1/5/2025

Editor: Elsevier B.V.

10.1016/j.egyai.2025.100492 View at source

  • ISSN 26665468
  • ISSN/ISBN 2666-5468

Explainable deep learning hybrid modeling framework for total suspended particles concentrations prediction

  • Ghimire, Sujan
  • Deo, Ravinesh C
  • Jiang, Ningbo
  • Ahmed, A A Masrur
  • Prasad, Salvin S
  • Casillas-Perez, David
  • Salcedo-Sanz, Sancho
  • Yaseen, Zaher Mundher
... View more Collapse

Atmospheric Environment - 15/4/2025

Editor: Elsevier Ltd

10.1016/j.atmosenv.2025.121079 View at source

  • ISSN 13522310
  • ISSN/ISBN 1873-2844

Electricity demand uncertainty modeling with Temporal Convolution Neural Network models

  • Ghimire, Sujan
  • Deo, Ravinesh C
  • Casillas-Perez, David
  • Salcedo-Sanz, Sancho
  • Acharya, Rajendra
  • Dinh, Toan

Renewable & Sustainable Energy Reviews - 1/3/2025

Editor: Elsevier Ltd

10.1016/j.rser.2024.115097 View at source

  • ISSN 13640321
  • ISSN/ISBN 1879-0690

Generating High Spatial and Temporal Surface Albedo with Multispectral-Wavemix and Temporal-Shift Heatmaps

  • Karalasingham, Sagthitharan
  • Deo, Ravinesh C
  • Raj, Nawin
  • Casillas-Perez, David
  • Salcedo-Sanz, Sancho

Remote Sensing - 1/2/2025

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/rs17030461 View at source

  • ISSN 20724292
  • ISSN/ISBN 2072-4292

Novel deep hybrid model for electricity price prediction based on dual decomposition

  • Ghimire, Sujan
  • Nguyen-Huy, Thong
  • Deo, Ravinesh C
  • Casillas-Perez, David
  • Ahmed, A A Masrur
  • Salcedo-Sanz, Sancho

Applied Energy - 1/10/2025

Editor: Elsevier Ltd

10.1016/j.apenergy.2025.126197 View at source

  • ISSN 03062619
  • ISSN/ISBN 0306-2619

Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts

  • Ghimire, S
  • AL-Musaylh, MS
  • Nguyen-Huy, T
  • Deo, RC
  • Acharya, R
  • Casillas-Pérez, D
  • Yaseen, ZM
  • Salcedo-Sanz, S
... View more Collapse

Applied Energy - 15/1/2025

Editor: Elsevier Ltd

10.1016/j.apenergy.2024.124763 View at source

  • ISSN 03062619
  • ISSN/ISBN 0306-2619

A comparative study of different kinematic wake models within metaheuristics for efficient wind farm layout optimization

  • Romero-Barrera, AJ
  • Casillas-Pérez, D
  • Cornejo-Bueno, L
  • Pérez-Aracil, J
  • Paricio-Garcia, A
  • Lopez-Carmona, MA
  • Blanco-Sancho, J
  • Ghimire, S
  • Deo, RC
  • Caamaño, AJ
  • Salcedo-Sanz, S
... View more Collapse

Results in Engineering - 1/06/2025

Editor: Elsevier B.V.

10.1016/j.rineng.2025.105112 View at source

  • ISSN 25901230
  • ISSN/ISBN 2590-1230

This researcher has no books.

Aplicación de herramientas de diseño de sistemas de control electrónico asistido por computador para guiado de unidades robóticas en el laboratorio de control industrial

  • Cristina Losada Gutiérrez
  • Felipe Espinosa Zapata
  • Carlos Santos Pérez
  • Daniel Pizarro Pérez
  • Marta Marrón Romera
  • Francisco Javier Rodríguez Sánchez
  • José Manuel Rodríguez Ascariz
  • David Casillas Pérez
... View more Collapse

X Encuentro De Innovacio?N En Docencia Universitaria: Al Futuro Con El Pasado (p. 123-134) - 1/1/2019

Editor: Editorial Universidad de Alcalá

  • ISSN/ISBN 9788417729882

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

Advanced Machine Learning Techniques for Explainable Detection of Knee Injuries in Runners

  • Fuentes-Jiménez
  • D
  • García-de-Villa
  • S
  • Casillas-Pérez
  • D
  • Floría
  • P
  • Melgarejo-Meseguer
  • FM
... View more Collapse

IEEE International Symposium on Medical Measurements and Applications, MeMeA - 1/1/2025

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/memea65319.2025.11068035 View at source

  • ISSN 28375874
  • ISSN/ISBN 9798331523473

ML algorithms for the assessment of prescribed physical exercises

  • De Villa, SG
  • Parra, AM
  • Martín, AJ
  • Domínguez, JJG
  • 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, David
  • Macias-Guarasa, Javier
  • Marron-Romera, Marta
  • Fuentes-Jimenez, David
  • Fernandez-Rincon, Alvaro

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.

Adquisición de un perfilómetro mecánico de estilete.

  • Barceló Aguiló, Joan (Investigador/a)
  • Chidean, Mihaela Ioana (Investigador/a)
  • Celis Fernández, Raúl de (Investigador/a)
  • Moure Cuadrado, Marta María (Investigador/a)
  • Vila Santos, María (Investigador/a)
  • Melgarejo Meseguer, Francisco Manuel (Investigador/a)
  • Bartolomé Vílchez, Javier (Investigador principal (IP))
  • Gualda Gómez, David (Investigador/a)
  • Casillas Pérez, David (Investigador/a)
... View more Collapse

Period: 01-01-2025 - 31-12-2025

  • iMarina

Desarrollo de herramientas basadas en Manifold Learning para la interpretación clínica y la monitorización de lesiones de carrera mediante sistemas en tiempo real.

  • Sánchez Carballo, Estela (Investigador/a)
  • Lozano Paredes, Dafne (Investigador/a)
  • Casillas Pérez, David (Investigador principal (IP))
  • Guerrero Curieses, Alicia (Investigador/a)
  • García de Villa, Sara (Investigador/a)
  • Melgarejo Meseguer, Francisco Manuel (Investigador/a)

Period: 01-09-2024 - 31-08-2027

  • iMarina

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 8/4/26 8:37 PM