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Pid2020-113795rb-c33

Funded outputs count: 22
Funder award ID: PID2020-113795RB-C33
OpenAlex ID: G3365166147
HLF-FSL: A decentralized federated split learning solution for IoT on hyperledger fabric
2026 · Carlos Beis-Penedo, Rebeca P. Díaz-Redondo, et al. · Array · 2
CO-DEFEND: Continuous decentralized federated learning for secure DoH-based threat detection
2025 · Diego Cajaraville-Aboy, Marta Moure-Garrido, et al. · Computer Networks · 1
Privacy-aware Berrut Approximated Coded Computing for Federated Learning
2025 · Xavier Martínez-Luaña, Rebeca P. Díaz-Redondo, et al. · Journal of Network and Computer Applications
Towards efficient compression and communication for prototype-based decentralized learning
2025 · Pablo Fernández-Piñeiro, Manuel Fernández-Veiga, et al. · Applied Soft Computing · 2
Overcoming catastrophic forgetting in tabular data classification: A pseudorehearsal-based approach
2025 · Pablo García-Santaclara, Bruno Fernández-Castro, et al. · Engineering Applications of Artificial Intelligence · 4
Realistic Urban Traffic Generator Using Decentralized Federated Learning for the SUMO Simulator
2025 · Alberto Bazán-Guillén, Carlos Beis-Penedo, et al. · IEEE Open Journal of the Communications Society · 5
Byzantine-Robust Aggregation for Securing Decentralized Federated Learning
2025 · Diego Cajaraville-Aboy, Ana Fernández-Vilas, et al. · IEEE Access · 13
Privacy-aware Berrut Approximated Coded Computing for Federated Learning
2024 · Luaña, Xavier Martínez, Redondo, Rebeca P. Díaz, et al. · arXiv (Cornell University) · 1
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A Blockchain Solution for Collaborative Machine Learning over IoT
2023 · Beis-Penedo, Carlos, Troncoso-Pastoriza, Francisco, et al. · arXiv (Cornell University)
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Ensemble Federated Learning: An approach for collaborative pneumonia diagnosis
2023 · Alhassan Mabrouk, Rebeca P. Díaz Redondo, et al. · Applied Soft Computing · 38
Study of Coded ALOHA with Multi-User Detection under Heavy-Tailed and Correlated Arrivals
2023 · María E. Sousa-Vieira, Manuel Fernández-Veiga · Future Internet · 2
Anti-Sexism Alert System: Identification of Sexist Comments on Social Media Using AI Techniques
2023 · Rebeca P. Díaz Díaz Redondo, Ana Fernández Fernández Vilas, et al. · Applied Sciences · 10
Resource allocation for dataflow applications in FANETs using anypath routing
2023 · Juan José López Escobar, Manuel Ricardo, et al. · Internet of Things · 2
Dental Age Estimation Using Deep Learning: A Comparative Survey
2023 · Essraa Gamal Mohamed, Rebeca P. Díaz Redondo, et al. · Computation · 38
Using Reinforcement Learning to Reduce Energy Consumption of Ultra-Dense Networks With 5G Use Cases Requirements
2023 · Silvestre Malta, Pedro Pinto, et al. · IEEE Access · 55
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In-depth analysis and open challenges of Mist Computing
2022 · Juan José López Escobar, Rebeca P. Díaz Redondo, et al. · Journal of Cloud Computing Advances Systems and Applications · 22
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Prototype of deployment of Federated Learning with IoT devices
2022 · Pablo García Santaclara, Ana Fernández Vilas, et al. · 11
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Using Decentralized Aggregation for Federated Learning with Differential Privacy
2022 · Hadeel Abd El-Kareem Abd El-Moaty Saleh, Ana Fernández Vilas, et al. · 4
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Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical Things
2022 · Alhassan Mabrouk, Abdelghani Dahou, et al. · Computational Intelligence and Neuroscience · 37
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Pneumonia Detection on Chest X-ray Images Using Ensemble of Deep Convolutional Neural Networks
2022 · Alhassan Mabrouk, Rebeca P. Díaz Redondo, et al. · Applied Sciences · 188
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Low-Cost HEM with Arduino and Zigbee Technologies in the Energy Sector in Colombia
2022 · Zurisaddai de la Cruz Severiche Maury, Ana Fernández Vilas, et al. · Energies · 5
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Neural Collaborative Filtering with Ontologies for Integrated Recommendation Systems
2022 · Rana Alaa El-deen Ahmed, Manuel Fernández-Veiga, et al. · Sensors · 12
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