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ORCIDIgnacio Heredia
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2020 – today
- 2024
[c2]Judith Sáinz-Pardo Díaz
, Andrés Heredia Canales, Ignacio Heredia Cacha, Viet D. Tran, Giang T. Nguyen, Khadijeh Alibabaei, Marta Obregón Ruiz, Susana Rebolledo Ruiz, Álvaro López García:
Making Federated Learning Accessible to Scientists: The AI4EOSC Approach. IH&MMSec 2024: 253-264- [i5]Judith Sáinz-Pardo Díaz, María Castrillo, Juraj Bartok, Ignacio Heredia Cacha, Irina Malkin Ondík, Ivan Martynovskyi, Khadijeh Alibabaei, Lisana Berberi, Valentin Kozlov, Álvaro López García:
Personalized Federated Learning for improving radar based precipitation nowcasting on heterogeneous areas. CoRR abs/2408.05761 (2024) - 2023
- [i4]Jose González-Abad, Jorge Baño-Medina, Ignacio Heredia Cacha:
On the use of Deep Generative Models for Perfect Prognosis Climate Downscaling. CoRR abs/2305.00974 (2023) - 2022
- [i3]Ignacio Heredia Cacha, Judith Sáinz-Pardo Díaz, María Castrillo Melguizo, Álvaro López García:
Forecasting COVID-19 spreading trough an ensemble of classical and machine learning models: Spain's case study. CoRR abs/2207.05753 (2022) - 2020
- [j2]Álvaro López García, Viet D. Tran, Andy S. Alic, Miguel Caballer, Isabel Campos Plasencia, Alessandro Costantini, Stefan Dlugolinsky, Doina Cristina Duma, Giacinto Donvito, Jorge Gomes, Ignacio Heredia Cacha, Jesús E. Marco de Lucas, Keiichi Ito, Valentin Kozlov, Giang T. Nguyen, Pablo Orviz Fernández, Zdenek Sustr, Pawel Wolniewicz, Marica Antonacci, Wolfgang zu Castell, Mário David, Marcus Hardt, Lara Lloret Iglesias, Germán Moltó, Marcin Plóciennik:
A Cloud-Based Framework for Machine Learning Workloads and Applications. IEEE Access 8: 18681-18692 (2020)
2010 – 2019
- 2019
- [j1]Giang Nguyen, Stefan Dlugolinsky, Martin Bobák, Viet D. Tran, Álvaro López García, Ignacio Heredia, Peter Malík, Ladislav Hluchý:
Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey. Artif. Intell. Rev. 52(1): 77-124 (2019) - 2017
- [c1]Ignacio Heredia:
Large-Scale Plant Classification with Deep Neural Networks. Conf. Computing Frontiers 2017: 259-262 - [i2]Ignacio Heredia:
Large-Scale Plant Classification with Deep Neural Networks. CoRR abs/1706.03736 (2017) - [i1]Celia Fernández Madrazo, Ignacio Heredia Cacha, Lara Lloret Iglesias, Jesús Marco de Lucas:
Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics. CoRR abs/1708.07034 (2017)
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