Rebeca P. Díaz Redondo

Full Professor

Universidade de Vigo

Spain

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About

Rebeca P. Díaz Redondo is a Full Professor at the University of Vigo, Spain. Her research focuses on decentralized learning, federated learning, and machine learning applications for the Internet of Things (IoT). Recent publications include work on privacy-aware computing and strategies to overcome challenges in data classification and communication efficiency within decentralized frameworks.

Articles (19)

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Collaborators (4)

Ana Fernández Vilas

Full Professor

Universidade de Vigo

SPAIN

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Felipe Gil-Castiñeira

Associate Professor

Universidade de Vigo

SPAIN

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Luis J. de la Cruz Llopis

Associate Professor

Universitat Politècnica de Catalunya

SPAIN

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Manuel Fernández Veiga

Associate professor

Universidade de Vigo

SPAIN

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Rebeca P. Díaz Redondo

Research Interests

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About

Articles (19)

Privacy-aware Berrut Approximated Coded Computing for Federated Learning

A blockchain solution for decentralized training in machine learning for IoT

Towards efficient compression and communication for prototype-based decentralized learning

Realistic Urban Traffic Generator Using Decentralized Federated Learning for the SUMO Simulator

Overcoming catastrophic forgetting in tabular data classification: A pseudorehearsal-based approach

Unleashing the power of decentralized serverless IoT dataflow architecture for the Cloud-to-Edge Continuum: a performance comparison

Decentralized and collaborative machine learning framework for IoT

Simulation of Fidelity in Entanglement-Based Networks with Repeater Chains

Irregular repetition slotted Aloha with multiuser detection: A density evolution analysis

Resource allocation for dataflow applications in FANETs using anypath routing

Ensemble Federated Learning: An approach for collaborative pneumonia diagnosis

Anti-Sexism Alert System: Identification of Sexist Comments on Social Media Using AI Techniques

Dental Age Estimation Using Deep Learning: A Comparative Survey

Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical Things

Pneumonia Detection on Chest X-ray Images Using Ensemble of Deep Convolutional Neural Networks

Low-Cost HEM with Arduino and Zigbee Technologies in the Energy Sector in Colombia

Can the Type of Content You Share on eLearning Forums Reveal What Kind of Student You Are?

Impact of Computer-Based Assessments on the Science’s Ranks of Secondary Students

Multi-Criteria Recommendation Systems to Foster Online Grocery

Collaborators (4)

Ana Fernández Vilas

Felipe Gil-Castiñeira

Luis J. de la Cruz Llopis

Manuel Fernández Veiga

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