Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey
Nguyen, Giang, Dlugolinsky, Stefan, Bobák, Martin, Tran, Viet, López García, Álvaro, Heredia, Ignacio, Malík, Peter, Hluchý, Ladislav
Published in The Artificial intelligence review (01.06.2019)
Published in The Artificial intelligence review (01.06.2019)
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Journal Article
Photovoltaic concentration at the onset of its commercial deployment
Luque, Antonio, Sala, Gabriel, Luque-Heredia, Ignacio
Published in Progress in photovoltaics (01.08.2006)
Published in Progress in photovoltaics (01.08.2006)
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Journal Article
Novel deep learning method for coronary artery tortuosity detection through coronary angiography
Cobo, Miriam, Pérez-Rojas, Francisco, Gutiérrez-Rodríguez, Constanza, Heredia, Ignacio, Maragaño-Lizama, Patricio, Yung-Manriquez, Francisca, Lloret Iglesias, Lara, Vega, José A.
Published in Scientific reports (10.07.2023)
Published in Scientific reports (10.07.2023)
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Journal Article
Publisher Correction: Novel deep learning method for coronary artery tortuosity detection through coronary angiography
Cobo, Miriam, Pérez-Rojas, Francisco, Gutiérrez-Rodríguez, Constanza, Heredia, Ignacio, Maragaño-Lizama, Patricio, Yung-Manriquez, Francisca, Iglesias, Lara Lloret, Vega, José A.
Published in Scientific reports (25.07.2023)
Published in Scientific reports (25.07.2023)
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Journal Article
Personalized federated learning for improving radar based precipitation nowcasting on heterogeneous areas
Sáinz-Pardo Díaz, Judith, Castrillo, María, Bartok, Juraj, Cachá, Ignacio Heredia, Ondík, Irina Malkin, Martynovskyi, Ivan, Alibabaei, Khadijeh, Berberi, Lisana, Kozlov, Valentin, López García, Álvaro
Published in Earth science informatics (02.09.2024)
Published in Earth science informatics (02.09.2024)
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Journal Article
Novel digital-based approach for evaluating wine components’ intake: A deep learning model to determine red wine volume in a glass from single-view images
Cobo, Miriam, Relaño de la Guía, Edgard, Heredia, Ignacio, Aguilar, Fernando, Lloret-Iglesias, Lara, García, Daniel, Yuste, Silvia, Recio-Fernández, Emma, Pérez-Matute, Patricia, Motilva, M. José, Moreno-Arribas, M. Victoria, Bartolomé, Begoña
Published in Heliyon (15.08.2024)
Published in Heliyon (15.08.2024)
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Journal Article
Artificial intelligence to estimate wine volume from single-view images
Cobo, Miriam, Heredia, Ignacio, Aguilar, Fernando, Lloret Iglesias, Lara, García, Daniel, Bartolomé, Begoña, Moreno-Arribas, M. Victoria, Yuste, Silvia, Pérez-Matute, Patricia, Motilva, Maria-Jose
Published in Heliyon (01.09.2022)
Published in Heliyon (01.09.2022)
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Journal Article
Application of a Convolutional Neural Network for image classification for the analysis of collisions in High Energy Physics
Madrazo, Celia Fernández, Heredia, Ignacio, Lloret, Lara, Marco de Lucas, Jesús
Published in EPJ Web of Conferences (2019)
Published in EPJ Web of Conferences (2019)
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Journal Article
Conference Proceeding
A Cloud-Based Framework for Machine Learning Workloads and Applications
Lopez Garcia, Alvaro, De Lucas, Jesus Marco, Antonacci, Marica, Zu Castell, Wolfgang, David, Mario, Hardt, Marcus, Lloret Iglesias, Lara, Molto, Germen, Plociennik, Marcin, Tran, Viet, Alic, Andy S., Caballer, Miguel, Plasencia, Isabel Campos, Costantini, Alessandro, Dlugolinsky, Stefan, Duma, Doina Cristina, Donvito, Giacinto, Gomes, Jorge, Heredia Cacha, Ignacio, Ito, Keiichi, Kozlov, Valentin Y., Nguyen, Giang, Orviz Fernandez, Pablo, Sustr, Zdenek, Wolniewicz, Pawel
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Forecasting COVID-19 spreading trough an ensemble of classical and machine learning models: Spain's case study
Ignacio Heredia Cacha, Judith Sainz-Pardo Díaz, María Castrillo Melguizo, Álvaro López García
Published in arXiv.org (12.08.2022)
Published in arXiv.org (12.08.2022)
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Paper
Journal Article
Estudio de intervención no aleatorizado sobre evolución postquirúrgica en pacientes tratadas con terapia neural tras mamoplastia de aumento vía axilar
Guadalupe González-Rivas, Ignacio Beltrán De Heredia, Concepción Obradors-Giro, Olga Lóriz-Peralta
Published in Cirugía Plástica Ibero-Latinoamericana (01.02.2021)
Published in Cirugía Plástica Ibero-Latinoamericana (01.02.2021)
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Journal Article
Energy and environmental life cycle assessment of a high concentration photovoltaic power plant in Morocco
Corona, Blanca, Escudero, Lidia, Quéméré, Goulven, Luque-Heredia, Ignacio, San Miguel, Guillermo
Published in The international journal of life cycle assessment (01.03.2017)
Published in The international journal of life cycle assessment (01.03.2017)
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Journal Article
CPV Tracking and Trackers
Rey-Stolle Ignacio, Algora Carlos
Published in Handbook of Concentrator Photovoltaic Technology (2016)
Published in Handbook of Concentrator Photovoltaic Technology (2016)
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Book Chapter
Un nuevo método basado en inteligencia artificial para evaluar la ingesta individual de vino
Cobo, Miriam, de la Guía, Edgard Relaño, Heredia, Ignacio, Aguilar, Fernando, Lloret-Iglesias, Lara, García, Daniel, Yuste, Silvia, Recio-Fernández, Emma, Pérez-Matute, Patricia, José Motilva, M., Moreno-Arribas, M. Victoria, Bartolomé, Begoña
Published in BIO web of conferences (2023)
Published in BIO web of conferences (2023)
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Journal Article
A workbench for species identification based on images and deep learning techniques
Heredia, Ignacio, Lloret, Lara, Marco, Jesús, Pando, Francisco
Published in Biodiversity Information Science and Standards (24.08.2017)
Published in Biodiversity Information Science and Standards (24.08.2017)
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Journal Article