Guillén-Navarro, Miguel A.; Martínez-España, Raquel; Bueno-Crespo, Andrés; Morales-García, Juan; Ayuso, Belén; Cecilia-Canales, José María(MDPI AG, 2020-12)
[EN] Precision agriculture is a growing sector that improves traditional agricultural processes through the use of new technologies. In southeast Spain, farmers are continuously fighting against harsh conditions caused by ...
Guillén-Navarro, Miguel A.; Martínez-España, Raquel; Llanes, Antonio; Bueno-Crespo, Andrés; Cecilia-Canales, José María(IOS Press, 2020)
[EN] Deep learning techniques provide a novel framework for prediction and classification in decision-making procedures that are widely applied in different fields. Precision agriculture is one of these fields where the ...
[EN] The combination of Artificial Intelligence and the Internet of Things (AIoT) is enabling the next economic revolution in which data and immediacy are at the key players. Agriculture is one of the sectors that can ...
[EN] We are witnessing the digitalization era, where artificial intelligence (AI)/machine learning (ML) models are mandatory to
transform this data deluge into actionable information. However, these models require large, ...
Garrido, M. Carmen; Cadenas, José M.; Bueno-Crespo, Andrés; Martínez-España, Raquel; Cecilia-Canales, José María; Giménez, José G.(MDPI AG, 2022-02)
[EN] Climate change is increasing temperatures and causing periods of water scarcity in arid and semi-arid climates. The agricultural sector is one of the most affected by these changes, having to optimise scarce water ...
[EN] We are witnessing the dramatic consequences of the COVID¿19 pandemic which, unfortunately, go beyond the impact on the health system. Until herd immunity is achieved with vaccines, the only available mechanisms for ...
Imbernón, Baldomero; Serrano, Antonio; Bueno-Crespo, Andrés; Abellán, José L.; Pérez-Sánchez, Horacio; Cecilia-Canales, José María(Oxford University Press, 2020-01-21)
[EN] Motivation
Molecular docking methods are extensively used to predict the interaction between protein-ligand systems in terms of structure and binding affinity, through the optimization of a physics-based scoring ...
Guillén-Navarro, Miguel A.; Llanes, Antonio; Imbernón, Baldomero; Martínez-España, Raquel; Bueno-Crespo, Andrés; Cano, Juan-Carlos; Cecilia-Canales, José María(Springer-Verlag, 2021-01)
[EN] The Internet of Things (IoT) is driving the digital revolution. AlSome palliative measures aremost all economic sectors are becoming "Smart" thanks to the analysis of data generated by IoT. This analysis is carried ...
Serrano, Antonio; Imbernón, Baldomero; Pérez-Sánchez, Horacio; Cecilia-Canales, José María; Bueno-Crespo, Andrés; Abellán, José L.(Elsevier, 2020-11)
[EN] Molecular docking is often used in computational chemistry to accelerate drug discovery at early stages. Many molecular simulations are performed to select the right pharmacological candidate. However, traditional ...
Navarro, Juan M.; Martínez-España, Raquel; Bueno-Crespo, Andrés; Cecilia-Canales, José María; Martínez, Ramón(MDPI AG, 2020-02)
[EN] Wireless acoustic sensor networks are nowadays an essential tool for noise pollution monitoring and managing in cities. The increased computing capacity of the nodes that create the network is allowing the addition ...