David Casillas-Pérez

22 papers Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable Machine-Learning based Detection of Knee Injuries in Runners.
CoRR
David Fuentes-Jiménez, Sara García de Villa, David Casillas-Pérez, Pablo Floría, Francisco Manuel Melgarejo-Meseguer
2025 — conf
Advanced Machine Learning Techniques for Explainable Detection of Knee Injuries in Runners.
MeMeA
David Fuentes-Jiménez, Sara García de Villa, David Casillas-Pérez, Pablo Floría, Francisco Manuel Melgarejo-Meseguer
2024 J jnl
A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system.
Comput. Oper. Res.
Luis M. Moreno-Saavedra, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, David Casillas-Pérez, Sancho Salcedo-Sanz
2024 J jnl
Inertial Sensors for Human Motion Analysis: A Comprehensive Review.
CoRR
Sara García de Villa, David Casillas-Pérez, Ana Jiménez Martín, Juan Jesús García Domínguez
2024 J jnl
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model.
IEEE Access
Lionel P. Joseph, Ravinesh C. Deo, David Casillas-Pérez, Ramendra Prasad, Nawin Raj, Sancho Salcedo-Sanz
2024 J jnl
Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model.
Eng. Appl. Artif. Intell.
Sujan Ghimire, Ravinesh C. Deo, S. Ali Pourmousavi, David Casillas-Pérez, Sancho Salcedo-Sanz
2024 J jnl
Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model.
Eng. Appl. Artif. Intell.
Sujan Ghimire, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, S. Ali Pourmousavi, U. Rajendra Acharya
2024 J jnl
Simultaneous exercise recognition and evaluation in prescribed routines: Approach to virtual coaches.
CoRR
Sara García de Villa, David Casillas-Pérez, Ana Jiménez Martín, Juan Jesús García Domínguez
2024 J jnl
Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model.
Expert Syst. Appl.
Salvin S. Prasad, Ravinesh C. Deo, Nathan J. Downs, David Casillas-Pérez, Sancho Salcedo-Sanz, Alfio V. Parisi
2023 J jnl
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News.
IEEE ACM Trans. Audio Speech Lang. Process.
Alberto Palomo-Alonso, David Casillas-Pérez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2023 J jnl
Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images.
IEEE Access
Sagthitharan Karalasingham, Ravinesh C. Deo, David Casillas-Pérez, Nawin Raj, Sancho Salcedo-Sanz
2023 J jnl
Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction.
Comput. Methods Programs Biomed.
Salvin S. Prasad, Ravinesh C. Deo, Sancho Salcedo-Sanz, Nathan J. Downs, David Casillas-Pérez, Alfio V. Parisi
2023 J jnl
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction.
Cogn. Comput.
Sujan Ghimire, Thong Nguyen-Huy, Ramendra Prasad, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, Binayak Bhandari
2023 J jnl
Inertial Sensors for Human Motion Analysis: A Comprehensive Review.
IEEE Trans. Instrum. Meas.
Sara García de Villa, David Casillas-Pérez, Ana Jiménez Martín, Juan Jesús García Domínguez
2022 J jnl
3DFCNN: real-time action recognition using 3D deep neural networks with raw depth information.
Multim. Tools Appl.
Adrian Sanchez-Caballero, Sergio de López Diz, David Fuentes-Jiménez, Cristina Losada-Gutiérrez, Marta Marrón Romera, David Casillas-Pérez, Mohammad Ibrahim Sarker
2022 J jnl
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review.
CoRR
Sancho Salcedo-Sanz, Jorge Pérez-Aracil, Guido Ascenso, Javier Del Ser, David Casillas-Pérez, Christopher Kadow, Dusan Fister, David Barriopedro, Ricardo García-Herrera, Marcello Restelli, Matteo Giuliani, Andrea Castelletti
2022 J jnl
Deep Shape-from-Template: Single-image quasi-isometric deformable registration and reconstruction.
Image Vis. Comput.
David Fuentes-Jiménez, Daniel Pizarro, David Casillas-Pérez, Toby Collins, Adrien Bartoli
2022 J jnl
Extended Weighted ABG: A Robust Non-Linear ABG-Based Approach for Optimal Combination of ABG Path-Loss Propagation Models.
IEEE Access
David Casillas-Pérez, Daniel Merino-Pérez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2022 J jnl
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia.
Eng. Appl. Artif. Intell.
Sujan Ghimire, Binayak Bhandari, David Casillas-Pérez, Ravinesh C. Deo, Sancho Salcedo-Sanz
2022 J jnl
Simultaneous exercise recognition and evaluation in prescribed routines: Approach to virtual coaches.
Expert Syst. Appl.
Sara García de Villa, David Casillas-Pérez, Ana Jiménez Martín, Juan Jesús García Domínguez
2020 J jnl
Persistence Analysis and Prediction of Low-Visibility Events at Valladolid Airport, Spain.
Symmetry
Sara Cornejo-Bueno, David Casillas-Pérez, Laura Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2018 J jnl
Deep Shape-from-Template: Wide-Baseline, Dense and Fast Registration and Deformable Reconstruction from a Single Image.
CoRR
David Fuentes-Jiménez, David Casillas-Pérez, Daniel Pizarro-Pérez, Toby Collins, Adrien Bartoli