Search Results - "Martínez España, Raquel"

A high‐performance IoT solution to reduce frost damages in stone fruits by Guillén‐Navarro, Miguel A., Martínez‐España, Raquel, López, Belén, Cecilia, José M.

“…Summary Agriculture is one of the key sectors where technology is opening new opportunities to break up the market. The Internet of Things (IoT) could reduce…”
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Improving prediction of COVID-19 evolution by fusing epidemiological and mobility data by García-Cremades, Santi, Morales-García, Juan, Hernández-Sanjaime, Rocío, Martínez-España, Raquel, Bueno-Crespo, Andrés, Hernández-Orallo, Enrique, López-Espín, José J., Cecilia, José M.

“…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…”
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A Decision Support System for Water Optimization in Anti-Frost Techniques by Sprinklers by Guillén-Navarro, Miguel A, Martínez-España, Raquel, Bueno-Crespo, Andrés, Morales-García, Juan, Ayuso, Belén, Cecilia, José M

“…Precision agriculture is a growing sector that improves traditional agricultural processes through the use of new technologies. In southeast Spain, farmers are…”
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Sound Levels Forecasting in an Acoustic Sensor Network Using a Deep Neural Network by Navarro, Juan M, Martínez-España, Raquel, Bueno-Crespo, Andrés, Martínez, Ramón, Cecilia, José M

“…Wireless acoustic sensor networks are nowadays an essential tool for noise pollution monitoring and managing in cities. The increased computing capacity of the…”
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Use of Computing Devices as Sensors to Measure Their Impact on Primary and Secondary Students' Performance by Fernández-Soriano, Francisco Luis, López, Belén, Martínez-España, Raquel, Muñoz, Andrés, Cantabella, Magdalena

“…The constant innovation in new technologies and the increase in the use of computing devices in different areas of the society have contributed to a digital…”
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A Fine-Grained Model to Assess Learner-Content and Methodology Satisfaction in Distance Education by Cantabella, Magdalena, Martínez-España, Raquel, López, Belén, Muñoz, Andrés

“…Learning Management System (LMS) platforms have led to a transformation in Universities in the last decade, helping them to adapt and expand their services to…”
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Methodology for Measuring Individual Affective Polarization Using Sentiment Analysis in Social Networks by Martinez-Espana, Raquel, Fernandez-Pedauye, Julio, Lucia, Jose Giner-Perez de, Rojo-Martinez, Jose Miguel, Bakdid-Albane, Kaoutar, Garcia-Escribano, Juan Jose

“…Affective polarization has important consequences for societies and institutions. At the institutional level, it hinders agreement among political actors,…”
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Bioinspired Architecture Selection for Multitask Learning by Bueno-Crespo, Andrés, Menchón-Lara, Rosa-María, Martínez-España, Raquel, Sancho-Gómez, José-Luis

“…Faced with a new concept to learn, our brain does not work in isolation. It uses all previously learned knowledge. In addition, the brain is able to isolate…”
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Performance evaluation of edge-computing platforms for the prediction of low temperatures in agriculture using deep learning by Guillén, Miguel A., Llanes, Antonio, Imbernón, Baldomero, Martínez-España, Raquel, Bueno-Crespo, Andrés, Cano, Juan-Carlos, Cecilia, José M.

“…The Internet of Things (IoT) is driving the digital revolution. AlSome palliative measures aremost all economic sectors are becoming “Smart” thanks to the…”
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Classifying Papanicolaou cervical smears through a cell merger approach by deep learning technique by Martínez-Más, José, Bueno-Crespo, Andrés, Martínez-España, Raquel, Remezal-Solano, Manuel, Ortiz-González, Ana, Ortiz-Reina, Sebastián, Martínez-Cendán, Juan-Pedro

“…•Proposed a deep learning model to detect cervical cancer.•Proposed a cell merger model to classify in a similar way to real smear examination.•Classification…”
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Evaluation of synthetic data generation for intelligent climate control in greenhouses by Morales-García, Juan, Bueno-Crespo, Andrés, Terroso-Sáenz, Fernando, Arcas-Túnez, Francisco, Martínez-España, Raquel, Cecilia, José M.

“…We are witnessing the digitalization era, where artificial intelligence (AI)/machine learning (ML) models are mandatory to transform this data deluge into…”
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Evaluation of low-power devices for smart greenhouse development by Morales-García, Juan, Bueno-Crespo, Andrés, Martínez-España, Raquel, Posadas, Juan-Luis, Manzoni, Pietro, Cecilia, José M.

“…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…”
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SEPARATE: A tightly coupled, seamless IoT infrastructure for deploying AI algorithms in smart agriculture environments by Morales-García, Juan, Bueno-Crespo, Andrés, Martínez-España, Raquel, García, Francisco J., Ros, Sergio, Fernández-Pedauyé, Julio, Cecilia, José M.

“…Precision agriculture generates large datasets from IoT infrastructures deployed for continuous crop monitoring. This data requires analysis to usefully…”
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Diseño de acciones formativas para mejorar las competencias digitales del profesorado by Cantabella, Magdalena, Ayuso, Belén, Muñoz Ortega, Andrés, Martínez España, Raquel

“…The acquisition of the appropriate level of digital competences by university teaching staff is a current challenge that has been accentuated by the…”
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Studying lecturers’ behaviour patterns in Learning Management System on different training modalities and knowledge areas by Magdalena Cantabella, Raquel Martínez-España, Belén López, Juan Yañez, Andrés Muñoz

“…Learning Management Systems (LMS) have become the principal resource for collaboration among lecturers and students in Higher Education. A research line is the…”
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A Methodology Based on Machine Learning and Soft Computing to Design More Sustainable Agriculture Systems by Cadenas, Jose M, Garrido, M Carmen, Martínez-España, Raquel

“…Advances in new technologies are allowing any field of real life to benefit from using these ones. Among of them, we can highlight the IoT ecosystem making…”
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Diseño de acciones formativas para mejorar las competencias digitales del profesorado by Martínez España, Raquel, Muñoz, Andrés, Cantabella, Magdalena, Ayuso, Belén

“…The acquisition of the appropriate level of digital competences by university teaching staff is a current challenge that has been accentuated by the…”
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A comparison of performance of SWAT and machine learning models for predicting sediment load in a forested Basin, Northern Spain by Jimeno-Sáez, Patricia, Martínez-España, Raquel, Casalí, Javier, Pérez-Sánchez, Julio, Senent-Aparicio, Javier

“…•The estimation of river sediments in environmental engineering is of great interest.•Machine learning has been explored as an alternative to the SWAT…”
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Analysis of student behavior in learning management systems through a Big Data framework by Cantabella, Magdalena, Martínez-España, Raquel, Ayuso, Belén, Yáñez, Juan Antonio, Muñoz, Andrés

“…In recent years, learning management systems (LMSs) have played a fundamental role in higher education teaching models. A new line of research has been opened…”
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Novel Approaches for Regionalising SWAT Parameters Based on Machine Learning Clustering for Estimating Streamflow in Ungauged Basins by Senent-Aparicio, Javier, Jimeno-Sáez, Patricia, Martínez-España, Raquel, Pérez-Sánchez, Julio

“…Streamflow prediction in ungauged basins (PUB) is necessary for effective water resource management, flood assessment, and hydraulic engineering design. Spain…”
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