Casillas Pérez, David david.casillas@urjc.es
Publications
- Articles 33
- Books 0
- Book chapters 1
- Conferences 2
- Working papers 0
- Technical reports 0
- Research projects 0
- Supervised theses 0
- Patent or software license 0
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.
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.
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.
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.
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
- Dialnet
- iMarina
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.
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