JOSE
FARIÑA RODRIGUEZ
TITULAR DE UNIVERSIDADE - TEMPO COMPLETO
JUAN JOSE
RODRIGUEZ ANDINA
TITULAR DE UNIVERSIDADE - TEMPO COMPLETO
Publications by the researcher in collaboration with JUAN JOSE RODRIGUEZ ANDINA (66)
2024
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A GPU Pipeline for Hyperparameter Optimization on IoT Platforms: Comparing Pulse-by-Pulse vs. Fixed Time Windows for Cuffless Blood Pressure Estimation
IEEE International Symposium on Industrial Electronics
2023
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Improving Intensive Care Unit Early Readmission Prediction Using Optimized and Explainable Machine Learning
International Journal of Environmental Research and Public Health, Vol. 20, Núm. 4
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Two-Step Approach for Occupancy Estimation in Intensive Care Units Based on Bayesian Optimization Techniques
Sensors, Vol. 23, Núm. 3
2022
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Optimized Implementation of Segmentation CNNs in GPU SoC Devices
IECON Proceedings (Industrial Electronics Conference)
2021
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Comparative Analysis of Processor-FPGA Communication Performance in Low-Cost FPSoCs
IEEE Transactions on Industrial Informatics, Vol. 17, Núm. 6, pp. 3826-3835
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Using explainable machine learning to improve intensive care unit alarm systems
Sensors, Vol. 21, Núm. 21
2020
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Performance Evaluation of State-of-the-Art Edge Computing Devices for DNN Inference
IECON Proceedings (Industrial Electronics Conference)
2019
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Efficient PPG signal acquisition for atrial fibrillation screening with wearable devices
Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society
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Multivariable Non-Linear UGV Controller Design Using Deep Reinforcement Learning
IECON Proceedings (Industrial Electronics Conference)
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Online calculation of melt pool cooling rate with automatic background correction
IECON Proceedings (Industrial Electronics Conference)
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Using PPG Signals and Wearable Devices for Atrial Fibrillation Screening
IEEE Transactions on Industrial Electronics, Vol. 66, Núm. 11, pp. 8832-8842
2018
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100fps camera-based UGV localization system using cyclone V FPSoC
Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society
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Performance Characterization and Design Guidelines for Efficient Processor-FPGA Communication in Cyclone v FPSoCs
IEEE Transactions on Industrial Electronics, Vol. 65, Núm. 5, pp. 4368-4377
2017
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A quantitative method for selecting denoising filters, based on a new edge-sensitive metric
Proceedings of the IEEE International Conference on Industrial Technology
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Characterization of FPGA-master ARM communication delays in zynq devices
Proceedings of the IEEE International Conference on Industrial Technology
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Hands-On Learning of Digital Systems Through Semi-Guided Projects
Revista Iberoamericana de Tecnologias del Aprendizaje, Vol. 12, Núm. 3, pp. 132-140
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Implementation of Particle Swarm Optimization in FPSoC devices
IEEE International Symposium on Industrial Electronics
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Measurement of air flow in newborn poultry transportation systems
Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society
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Optimized PPG-based wearable acquisition unit for massive analysis of heart rhythms
IEEE International Symposium on Industrial Electronics
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Real-time monitoring of poultry activity in breeding farms
Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society