David Casillas-Pérez

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Kernel Density Estimation

Motion Analysis

Solar Radiation

Top Venues

Eng. Appl. Artif. Intell.

Expert Syst. Appl.

Publications

Salvin S. Prasad, Ravinesh C. Deo, Nathan J. Downs, David Casillas-Pérez, Sancho Salcedo-Sanz, Alfio V. Parisi
Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model. Expert Syst. Appl. 236 (2024)
Luis M. Moreno-Saavedra, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, David Casillas-Pérez, Sancho Salcedo-Sanz
A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system. Comput. Oper. Res. 163 (2024)
Sara García de Villa, David Casillas-Pérez, Ana Jiménez-Martín, Juan Jesús García Domínguez
Inertial Sensors for Human Motion Analysis: A Comprehensive Review. CoRR (2024)
Sujan Ghimire, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, S. Ali Pourmousavi, U. Rajendra Acharya
Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model. Eng. Appl. Artif. Intell. 132 (2024)
Lionel P. Joseph, Ravinesh C. Deo, David Casillas-Pérez, Ramendra Prasad, Nawin Raj, Sancho Salcedo-Sanz
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model. IEEE Access 12 (2024)
Sujan Ghimire, Ravinesh C. Deo, S. Ali Pourmousavi, David Casillas-Pérez, Sancho Salcedo-Sanz
Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model. Eng. Appl. Artif. Intell. 135 (2024)
Sara García de Villa, David Casillas-Pérez, Ana Jiménez-Martín, Juan Jesús García Domínguez
Simultaneous exercise recognition and evaluation in prescribed routines: Approach to virtual coaches. CoRR (2024)
Sagthitharan Karalasingham, Ravinesh C. Deo, David Casillas-Pérez, Nawin Raj, Sancho Salcedo-Sanz
Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images. IEEE Access 11 (2023)
Salvin S. Prasad, Ravinesh C. Deo, Sancho Salcedo-Sanz, Nathan J. Downs, David Casillas-Pérez, Alfio V. Parisi
Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction. Comput. Methods Programs Biomed. 241 (2023)
Sujan Ghimire, Thong Nguyen-Huy, Ramendra Prasad, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, Binayak Bhandari
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction. Cogn. Comput. 15 (2) (2023)
Sara García de Villa, David Casillas-Pérez, Ana Jiménez Martín, Juan Jesús García Domínguez
Inertial Sensors for Human Motion Analysis: A Comprehensive Review. IEEE Trans. Instrum. Meas. 72 (2023)
Alberto Palomo-Alonso, David Casillas-Pérez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Sujan Ghimire, Binayak Bhandari, David Casillas-Pérez, Ravinesh C. Deo, Sancho Salcedo-Sanz
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia. Eng. Appl. Artif. Intell. 112 (2022)
Adrian Sanchez-Caballero, Sergio de López Diz, David Fuentes-Jiménez, Cristina Losada-Gutiérrez, Marta Marrón Romera, David Casillas-Pérez, Mohammad Ibrahim Sarker
3DFCNN: real-time action recognition using 3D deep neural networks with raw depth information. Multim. Tools Appl. 81 (17) (2022)
David Casillas-Pérez, Daniel Merino-Pérez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
Extended Weighted ABG: A Robust Non-Linear ABG-Based Approach for Optimal Combination of ABG Path-Loss Propagation Models. IEEE Access 10 (2022)
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
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review. CoRR (2022)
David Fuentes-Jiménez, Daniel Pizarro, David Casillas-Pérez, Toby Collins, Adrien Bartoli
Deep Shape-from-Template: Single-image quasi-isometric deformable registration and reconstruction. Image Vis. Comput. 127 (2022)
Sara García de Villa, David Casillas-Pérez, Ana Jiménez Martín, Juan Jesús García Domínguez
Simultaneous exercise recognition and evaluation in prescribed routines: Approach to virtual coaches. Expert Syst. Appl. 199 (2022)
Sara Cornejo-Bueno, David Casillas-Pérez, Laura Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
Persistence Analysis and Prediction of Low-Visibility Events at Valladolid Airport, Spain. Symmetry 12 (6) (2020)
David Fuentes-Jiménez, David Casillas-Pérez, Daniel Pizarro-Pérez, Toby Collins, Adrien Bartoli
Deep Shape-from-Template: Wide-Baseline, Dense and Fast Registration and Deformable Reconstruction from a Single Image. CoRR (2018)