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Iran Freitas Ribeiro

Federal University of Espirito Santo

Av. Fernando Ferrari, 514

No. 514, Goiabeiras

Vitória, 29075

Brazil

  • Federal University of Espirito Santo

SCHOLARLY PAPERS

2

DOWNLOADS

169

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Forecasting Energy Power Consumption Using Federated Learning in Edge Computing Devices

Number of pages: 15 Posted: 05 Jun 2023
Eduardo Montagner de Moraes Sarmento, Iran Freitas Ribeiro, Pablo Rafael Neves Marciano, Yrui Giovan Neris, Helder R. O. Rocha, Vinicius Fernandes Soares Mota and Rodolfo da Silva Villaça
Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 159 (469,621)

Abstract:

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Federated Learning, Forecasting Energy Consumption, Privacy Requirements, Edge Computing, GANs, Dataset Augmentation

2.

QoGenTS: A Framework for Assessing the Quality of Generative Time Series Models

Number of pages: 17 Posted: 07 May 2026
Iran Freitas Ribeiro, Guilherme Brotto, Giovanni Ventorim Comarela, Rodolfo Valentim, Antonio Augusto de Aragão Rocha, Idilio Drago and Vinicius Fernandes Soares Mota
Federal University of Espirito Santo, affiliation not provided to SSRN, Universidade Federal do Espírito Santo, affiliation not provided to SSRN, Universidade Federal Fluminense, University of Turin and Federal University of Espirito Santo
Downloads 10 (1,555,090)

Abstract:

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generative models, synthetic data, Time series, Privacy