Search Results - "Cecilia, Jose M."

Human Mobility Prediction With Region-Based Flows and Water Consumption by Terroso-Saenz, Fernando, Munoz, Andres, Fernandez-Pedauye, Julio, Cecilia, Jose M.

“…We are witnessing an increasing need to accurately measure people's mobility as it has become an instrumental factor for the development of innovative services…”
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Low-cost automated GPS, electrical conductivity and temperature sensing device (EC + T Track) and Android platform for water quality monitoring campaigns by Blanco-Gómez, Pablo, Luis Jiménez-García, José, Cecilia, Jose M.

“…[Display omitted] Environmental and water quality monitoring are of utmost interest in a context where land use changes, uncontrolled agricultural practices,…”
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High-Throughput parallel blind Virtual Screening using BINDSURF by Sánchez-Linares, Irene, Pérez-Sánchez, Horacio, Cecilia, José M, García, José M

“…Virtual Screening (VS) methods can considerably aid clinical research, predicting how ligands interact with drug targets. Most VS methods suppose a unique…”
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Flood Detection Using Real-Time Image Segmentation from Unmanned Aerial Vehicles on Edge-Computing Platform by Hernández, Daniel, Cecilia, José M., Cano, Juan-Carlos, Calafate, Carlos T.

“…With the proliferation of unmanned aerial vehicles (UAVs) in different contexts and application areas, efforts are being made to endow these devices with…”
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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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Using Machine-Learning Algorithms for Eutrophication Modeling: Case Study of Mar Menor Lagoon (Spain) by Jimeno-Sáez, Patricia, Senent-Aparicio, Javier, Cecilia, José M, Pérez-Sánchez, Julio

“…The Mar Menor is a hypersaline coastal lagoon with high environmental value and a characteristic example of a highly anthropized hydro-ecosystem located in the…”
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Evaluation of Clustering Algorithms on GPU-Based Edge Computing Platforms by Cecilia, José M., Cano, Juan-Carlos, Morales-García, Juan, Llanes, Antonio, Imbernón, Baldomero

“…Internet of Things (IoT) is becoming a new socioeconomic revolution in which data and immediacy are the main ingredients. IoT generates large datasets on a…”
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Accelerating fibre orientation estimation from diffusion weighted magnetic resonance imaging using GPUs by Hernández, Moisés, Guerrero, Ginés D, Cecilia, José M, García, José M, Inuggi, Alberto, Jbabdi, Saad, Behrens, Timothy E J, Sotiropoulos, Stamatios N

“…With the performance of central processing units (CPUs) having effectively reached a limit, parallel processing offers an alternative for applications with…”
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QUADRIVEN: A Framework for Qualitative Taxi Demand Prediction Based on Time-Variant Online Social Network Data Analysis by Terroso-Saenz, Fernando, Muñoz, Andres, Cecilia, José M

“…Road traffic pollution is one of the key factors affecting urban air quality. There is a consensus in the community that the efficient use of public transport…”
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High-Throughput Infrastructure for Advanced ITS Services: A Case Study on Air Pollution Monitoring by Cecilia, Jose M., Timon, Isabel, Soto, Jesus, Santa, Jose, Pereniguez, Fernando, Munoz, Andres

“…Novel cooperative intelligent transportation systems (ITS) serve as the basis for the provision of a number of services for drivers, occupants, and third…”
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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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In Situ and Crowd-Sensing Techniques for Monitoring Flows in Ephemeral Streams by Cecilia, Jose M., Hernandez, Daniel, Arratia, Benjamin, Pena-Haro, Salvador, Senent-Aparicio, Javier

“…Flow monitoring during extreme hydrological events is essential for calibration and validation of hydrological models and for an efficient management of water…”
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Guest editors’ note: Special issue on novel high-performance computing algorithms and platforms in bioinformatics by Cecilia, José M

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METADOCK 2: a high-throughput parallel metaheuristic scheme for molecular docking by Imbernón, Baldomero, Serrano, Antonio, Bueno-Crespo, Andrés, Abellán, José L, Pérez-Sánchez, Horacio, Cecilia, José M

“…Abstract Motivation Molecular docking methods are extensively used to predict the interaction between protein–ligand systems in terms of structure and binding…”
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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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AI-Enabled Autonomous Drones for Fast Climate Change Crisis Assessment by Hernandez, Daniel, Cano, Juan-Carlos, Silla, Federico, Calafate, Carlos T., Cecilia, Jose M.

“…Climate change is one of the greatest challenges for modern societies. Its consequences, often associated with extreme events, have dramatic results worldwide…”
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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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Enhancing data parallelism for Ant Colony Optimization on GPUs by Cecilia, José M., García, José M., Nisbet, Andy, Amos, Martyn, Ujaldón, Manuel

“…Graphics Processing Units (GPUs) have evolved into highly parallel and fully programmable architecture over the past five years, and the advent of CUDA has…”
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Assignment and Take-Off Approaches for Large-Scale Autonomous UAV Swarms by Wubben, Jamie, Hernandez, Daniel, Cecilia, Jose M., Imberon, Baldomero, Calafate, Carlos T., Cano, Juan-Carlos, Manzoni, Pietro, Toh, Chai Keong

“…In the last decade, the popularity of UAVs has increased tremendously. Nowadays, many researchers are interested in UAV swarms. Coordinating a swarm of UAVs is…”
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Parallel implementation of fuzzy minimals clustering algorithm by Timón, Isabel, Soto, Jesús, Pérez-Sánchez, Horacio, Cecilia, José M.

“…•We propose a novel parallel implementation of the fuzzy clustering algorithm.•We redefine a fuzzy clustering technique to improve data-parallelism.•Our method…”
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