David Casillas-Perez

Orcid: 0000-0002-5721-1242

According to our database1, David Casillas-Perez authored at least 33 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Collaboration and competition spatial complex networks in regional science.
J. Ambient Intell. Humaniz. Comput., March, 2024

A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system.
Comput. Oper. Res., March, 2024

Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model.
Expert Syst. Appl., February, 2024

CoSeNet: A novel approach for optimal segmentation of correlation matrices.
Digit. Signal Process., January, 2024

Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model.
Eng. Appl. Artif. Intell., 2024

Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model.
Eng. Appl. Artif. Intell., 2024

Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model.
IEEE Access, 2024

2023
Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction.
Comput. Methods Programs Biomed., November, 2023

Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction.
Cogn. Comput., March, 2023

Inertial Sensors for Human Motion Analysis: A Comprehensive Review.
IEEE Trans. Instrum. Meas., 2023

A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images.
IEEE Access, 2023

2022
3DFCNN: real-time action recognition using 3D deep neural networks with raw depth information.
Multim. Tools Appl., 2022

Deep Shape-from-Template: Single-image quasi-isometric deformable registration and reconstruction.
Image Vis. Comput., 2022

Simultaneous exercise recognition and evaluation in prescribed routines: Approach to virtual coaches.
Expert Syst. Appl., 2022

Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia.
Eng. Appl. Artif. Intell., 2022

Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review.
CoRR, 2022

Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives.
Appl. Soft Comput., 2022

Hybridizing machine learning with metaheuristics for preventing convergence failures in mechanical models based on compression field theories.
Appl. Soft Comput., 2022

Extended Weighted ABG: A Robust Non-Linear ABG-Based Approach for Optimal Combination of ABG Path-Loss Propagation Models.
IEEE Access, 2022

2021
Hydro-power production capacity prediction based on machine learning regression techniques.
Knowl. Based Syst., 2021

The Isowarp: The Template-Based Visual Geometry of Isometric Surfaces.
Int. J. Comput. Vis., 2021

Towards dense people detection with deep learning and depth images.
Eng. Appl. Artif. Intell., 2021

Texture-Generic Deep Shape-From-Template.
IEEE Access, 2021

A Survey on Machine Learning Techniques for Routing Optimization in SDN.
IEEE Access, 2021

ML algorithms for the assessment of prescribed physical exercises.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021

2020
Persistence Analysis and Prediction of Low-Visibility Events at Valladolid Airport, Spain.
Symmetry, 2020

DPDnet: A robust people detector using deep learning with an overhead depth camera.
Expert Syst. Appl., 2020

Weighted ABG: A General Framework for Optimal Combination of ABG Path-Loss Propagation Models.
IEEE Access, 2020

2019
Equiareal Shape-from-Template.
J. Math. Imaging Vis., 2019

2018
Deep Shape-from-Template: Wide-Baseline, Dense and Fast Registration and Deformable Reconstruction from a Single Image.
CoRR, 2018

2017
Solutions of Quadratic First-Order ODEs applied to Computer Vision Problems.
CoRR, 2017

2016
Full Body Gesture Recognition for Human-Machine Interaction in Intelligent Spaces.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016


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