- 2024
- Vinícius G. Costa, Jorge Pérez-Aracil, Sancho Salcedo-Sanz, Carlos Eduardo Pedreira:
Evolving interpretable decision trees for reinforcement learning. Artif. Intell. 327: 104057 (2024) - César Peláez-Rodríguez, Ricardo Torres-Lopez, Jorge Pérez-Aracil, Nieves López-Laguna, S. Sánchez-Rodríguez, Sancho Salcedo-Sanz:
An explainable machine learning approach for hospital emergency department visits forecasting using continuous training and multi-model regression. Comput. Methods Programs Biomed. 245: 108033 (2024) - César Peláez-Rodríguez, Jorge Pérez-Aracil, Dusan Fister, Ricardo Torres-Lopez, Sancho Salcedo-Sanz:
Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches. Expert Syst. Appl. 238(Part E): 122264 (2024) - Andres R. Tejedor, Ignacio Sanchez-Burgos, Eduardo Sanz, Carlos Vega, Felipe J. Blas, Ruslan L. Davidchack, Nicodemo Di Pasquale, Jorge Ramirez, Jorge R. Espinosa:
Mold: a LAMMPS package to compute interfacial free energies and nucleation rates. J. Open Source Softw. 9(96): 6083 (2024) - Helena Liz-López, Javier Huertas-Tato, Jorge Pérez-Aracil, Carlos Casanova-Mateo, Julia Sanz-Justo, David Camacho:
Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information. Knowl. Based Syst. 283: 111198 (2024) - César Peláez-Rodríguez, Jorge Pérez-Aracil, Cosmin Madalin Marina, Luis Prieto-Godino, Carlos Casanova-Mateo, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz:
A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic. Knowl. Based Syst. 291: 111556 (2024) - Diego Ochoa, Antonio Lázaro, Pablo Zumel, Cristina Fernández, Marina Sanz, Jorge Rodriguez, Andrés Barrado:
Extension of the Injected-Absorbed-Current Method applied to DC-DC Converters with Input Filter, Output Post-filter and Feedforward Compensations. CoRR abs/2401.13556 (2024) - 2023
- Dusan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz:
Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques. Appl. Soft Comput. 136: 110118 (2023) - Clara Furió-Novejarque, Ricardo Sanz, Tobias K. S. Ritschel, Asbjørn Thode Reenberg, Ajenthen G. Ranjan, Kirsten Nørgaard, José-Luis Díez, John Bagterp Jørgensen, Jorge Bondia:
Modeling the effect of glucagon on endogenous glucose production in type 1 diabetes: On the role of glucagon receptor dynamics. Comput. Biol. Medicine 154: 106605 (2023) - Alexandre Escolà, José M. Peña, Francisca López-Granados, Joan Ramón Rosell-Polo, Ana I. de Castro, Eduard Gregorio-Lopez, Francisco Manuel Jiménez-Brenes, Ricardo Sanz-Cortiella, Francesc Sebé, Jordi Llorens, Jorge Torres-Sánchez:
Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters - Part 1: Methodology and comparison in vineyards. Comput. Electron. Agric. 212: 108109 (2023) - Rodrigo Nogueira Martins, Francisco de Assis de Carvalho Pinto, Daniel Marçal de Queiroz, Domingos Sárvio Magalhães Valente, Jorge Tadeu Fim Rosas, Marcelo Fagundes Portes, Elder Sânzio Aguiar Cerqueira:
Digital mapping of coffee ripeness using UAV-based multispectral imagery. Comput. Electron. Agric. 204: 107499 (2023) - Jorge Torres-Sánchez, Alexandre Escolà, Ana I. de Castro, Francisca López-Granados, Joan Ramón Rosell-Polo, Francesc Sebé, Francisco Manuel Jiménez-Brenes, Ricardo Sanz-Cortiella, Eduard Gregorio-Lopez, José Manuel Peña:
Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters - Part 2: Comparison for different crops and training systems. Comput. Electron. Agric. 212: 108083 (2023) - Jorge Pérez-Aracil, Alejandro Mateo Hernández-Díaz, Cosmin Madalin Marina, Sancho Salcedo-Sanz:
Improving numerical methods for the steel yield strain calculation in reinforced concrete members with Machine Learning algorithms. Expert Syst. Appl. 225: 119987 (2023) - Jorge Villalobos-Chin, Víctor Santibáñez, Armando Saenz:
Non-compact positively invariant sets and their application to the control of speed constrained mechanical systems with saturated actuators. Int. J. Control 96(11): 2697-2706 (2023) - César Peláez-Rodríguez, Jorge Pérez-Aracil, A. de Lopez-Diz, Carlos Casanova-Mateo, Dusan Fister, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
Deep learning ensembles for accurate fog-related low-visibility events forecasting. Neurocomputing 549: 126435 (2023) - Edison Pignaton de Freitas, Joanna Isabelle Olszewska, Joel Luís Carbonera, Sandro Rama Fiorini, Alaa M. Khamis, S. Veera Ragavan, Marcos E. Barreto, Edson Prestes, Maki K. Habib, Signe A. Redfield, Abdelghani Chibani, Paulo J. S. Gonçalves, Julita Bermejo-Alonso, Ricardo Sanz, Elisa Tosello, Alberto Olivares Alarcos, Andréa Aparecida Konzen, João Quintas, Howard Li:
Ontological concepts for information sharing in cloud robotics. J. Ambient Intell. Humaniz. Comput. 14(5): 4921-4932 (2023) - Carolina Gil Marcelino, Jorge Pérez-Aracil, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Gabriel Matos Cardoso Leite, Sancho Salcedo-Sanz:
Cross-entropy boosted CRO-SL for optimal power flow in smart grids. Soft Comput. 27(10): 6549-6572 (2023) - Miguel Matey-Sanz, Joaquín Torres-Sospedra, Adriano J. C. Moreira:
Temporal Stability on Human Activity Recognition based on Wi-Fi CSI. IPIN 2023: 1-6 - Enrique Amigó, Jorge Carrillo-de-Albornoz, Andrés Fernández, Julio Gonzalo, Miguel Lucas, Guillermo Marco, Roser Morante, Jacobo Pedrosa, Laura Plaza, Ibo Sanz, Beñat San-Sebastián:
ODESIA: Space for Observing the Development of Spanish in Artificial Intelligence. SEPLN (Projects and Demonstrations) 2023: 50-54 - Ricardo Legarda-Saenz, Jorge L. Flores, Manuel Servin, Anabel Martín-González:
Wavefront reconstruction of discontinuous phase objects from optical deflectometry. CoRR abs/2306.00252 (2023) - Helena Liz-López, Javier Huertas-Tato, Jorge Pérez-Aracil, Carlos Casanova-Mateo, Julia Sanz-Justo, David Camacho:
Spain on Fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information. CoRR abs/2306.05045 (2023) - Manuel González Sarabia, Humberto Muñoz-George, Jorge A. Ordaz, Eduardo Sáenz-de-Cabezón, Rafael H. Villarreal:
Indicator functions, v-numbers and Gorenstein rings in the theory of projective Reed-Muller-type codes. CoRR abs/2308.13728 (2023) - 2022
- Alejandro M. Hernández-Díaz, Jorge Pérez-Aracil, David Casillas-Perez, Emiliano Pereira, Sancho Salcedo-Sanz:
Hybridizing machine learning with metaheuristics for preventing convergence failures in mechanical models based on compression field theories. Appl. Soft Comput. 130: 109654 (2022) - Jorge Calero-Sanz, Bartolo Luque, Lucas Lacasa:
Haros graphs: an exotic representation of real numbers. J. Complex Networks 10(5) (2022) - Jorge Pérez-Aracil, Carlos Camacho-Gómez, Paul Reynolds, Emiliano Pereira, Sancho Salcedo-Sanz:
Optimal vibration isolation and alignment over non-rigid bases with the CRO-SL ensemble. Eng. Appl. Artif. Intell. 113: 104984 (2022) - Jorge Pérez-Bailón, María Teresa Sanz-Pascual, Belén Calvo, Nicolás Medrano:
Wide-Band Compact 1.8 V-0.18 μm CMOS Analog Front-End for Impedance Spectroscopy. IEEE Trans. Circuits Syst. II Express Briefs 69(3): 764-768 (2022) - Joaquín Torres-Sospedra, Philipp Richter, Adriano J. C. Moreira, Germán M. Mendoza-Silva, Elena Simona Lohan, Sergio Trilles, Miguel Matey-Sanz, Joaquín Huerta:
A Comprehensive and Reproducible Comparison of Clustering and Optimization Rules in Wi-Fi Fingerprinting. IEEE Trans. Mob. Comput. 21(3): 769-782 (2022) - Carolina Gil Marcelino, Elizabeth F. Wanner, Flávio V. C. Martins, Jorge Pérez-Aracil, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm. CEC 2022: 1-8 - Mar Pérez-Sanagustín, Ronald Pérez-Álvarez, Jorge Maldonado-Mahauad, Esteban Villalobos, Cédric Sanza:
Designing a Moodle Plugin for Promoting Learners' Self-regulated Learning in Blended Learning. EC-TEL 2022: 324-339 - Javier Navarro, Iván García-Magariño, Jorge J. Gómez-Sanz, Raquel Lacuesta, Rubén Fuentes-Fernández, Juan Pavón:
Early Detection of Abandonment Signs in Interactive Novels with a Randomized Forest Classifier. IBERAMIA 2022: 208-217