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ORCIDM. Ángel Guillén-Navarro
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Journal Articles
- 2021
[j6]Miguel A. Guillén-Navarro, Raquel Martínez-España
, Belén López, José M. Cecilia:
A high-performance IoT solution to reduce frost damages in stone fruits. Concurr. Comput. Pract. Exp. 33(2) (2021)- [j5]Miguel Ángel Guillén, Antonio Llanes, Baldomero Imbernón, Raquel Martínez-España, Andrés Bueno-Crespo, Juan-Carlos Cano, José M. Cecilia:
Performance evaluation of edge-computing platforms for the prediction of low temperatures in agriculture using deep learning. J. Supercomput. 77(1): 818-840 (2021) - 2020
- [j4]Magdalena Cantabella, Miguel Ángel Guillén, Belén López, Andrés Muñoz, José M. Cecilia:
Evaluation of parallel programming teaching methodologies: On-campus versus online methodologies. Comput. Appl. Eng. Educ. 28(2): 229-238 (2020) - [j3]José Manuel Cadenas, María del Carmen Garrido, Raquel Martínez-España, Miguel A. Guillén-Navarro:
Making decisions for frost prediction in agricultural crops in a soft computing framework. Comput. Electron. Agric. 175: 105587 (2020) - [j2]Miguel A. Guillén-Navarro, Raquel Martínez-España, Antonio Llanes, Andrés Bueno-Crespo, José M. Cecilia:
A deep learning model to predict lower temperatures in agriculture. J. Ambient Intell. Smart Environ. 12(1): 21-34 (2020) - [j1]Miguel A. Guillén-Navarro, Raquel Martínez-España, Andrés Bueno-Crespo, Juan Morales-García, Belén Ayuso, José M. Cecilia:
A Decision Support System for Water Optimization in Anti-Frost Techniques by Sprinklers. Sensors 20(24): 7129 (2020)
Conference and Workshop Papers
- 2019
- [c3]M. Ángel Guillén-Navarro, Raquel Martínez-España, Andrés Bueno-Crespo, Belén Ayuso, Jose Luis Moreno, José M. Cecilia:
An LSTM Deep Learning Scheme for Prediction of Low Temperatures in Agriculture. Intelligent Environments (Workshops) 2019: 130-138 - 2018
- [c2]M. Ángel Guillén-Navarro, José Manuel Cadenas, M. Carmen Garrido, Belén Ayuso, Raquel Martínez-España:
A Preliminary Study to Solve Crop Frost Prediction Using an Intelligent Data Analysis Process. Intelligent Environments (Workshops) 2018: 97-106 - 2017
- [c1]M. Ángel Guillén-Navarro, Fernando Pereñíguez-Garcia, Raquel Martínez-España:
IoT-based System to Forecast Crop Frost. Intelligent Environments 2017: 28-35
Parts in Books or Collections
- 2019
- [p1]M. Ángel Guillén-Navarro, José Manuel Cadenas, M. Carmen Garrido, Belén Ayuso, Raquel Martínez-España:
Minimum Temperature Prediction Models in Plots to Forecast Frost in Crops. Agriculture and Environment Perspectives in Intelligent Systems 2019: 91-106
Coauthor Index
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