Rodrigo Moreira

@ufv.br

Institute of Exact and Technological Sciences
Federal University of Viçosa

Rodrigo Moreira


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https://researchid.co/romoreira

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Science Applications, Artificial Intelligence
47

Scopus Publications

724

Scholar Citations

15

Scholar h-index

18

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • TRACE: Traceroute-based Internet Route change Analysis with Ensemble Learning
    RS Borges, R Moreira, PHAD de Melo, LFR Moreira, F de Oliveira Silva
    Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC … , 2026
    2026
  • PRISM: Perinuclear Ring-based Image Segmentation Method for Acute Lymphoblastic Leukemia Classification
    LFR Moreira, LGF Rodrigues, R Moreira, AR Backes
    arXiv preprint arXiv:2605.12851 , 2026
    2026
  • An Intelligent eUPF for Time-Sensitive Path Selection in B5G Edge Networks
    R Moreira, LFR Moreira, TC Carvalho, FO Silva
    arXiv preprint arXiv:2605.01475 , 2026
    2026
  • Evaluating Temporal and Structural Anomaly Detection Paradigms for DDoS Traffic
    YS Lima, R Moreira, LFR Moreira, TCMB Carvalho, FO Silva
    arXiv preprint arXiv:2604.16575 , 2026
    2026
  • Asynchronous Probability Ensembling for Federated Disaster Detection
    ET Martins, R Moreira, LFR Moreira, RS Villaça, A Neto, FO Silva
    arXiv preprint arXiv:2604.14450 , 2026
    2026
  • Evaluating Temporal and Structural Anomaly Detection Paradigms for DDoS Traffic
    Y Souza Lima, R Moreira, LF Rodrigues Moreira, TCMB Carvalho, ...
    arXiv e-prints, arXiv: 2604.16575 , 2026
    2026
  • Empowering Mobile Networks Security Resilience by using Post-Quantum Cryptography
    RA Faval, R Moreira, FO Silva
    arXiv preprint arXiv:2603.28626 , 2026
    2026
  • Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning
    VF Jansen, ET Martins, YS Lima, FO Silva, R Moreira, LFR Moreira
    arXiv preprint arXiv:2603.10902 , 2026
    2026
  • PSO-based Client Selection to Improve Medical Image Classification in Federated Learning
    LGF Rodrigues, LFR Moreira, R Moreira, AR Backes
    Revista de Informática Teórica e Aplicada 33 (2), 333-340 , 2026
    2026
  • Federated Learning on Non-IID Environmental Images for Enhanced Wildfire Surveillance
    ER Gonçalves, ET Martins, R Moreira, LFR Moreira
    Revista de Informática Teórica e Aplicada 33 (2), 318-325 , 2026
    2026
    Citations: 1
  • Federated Semantic Segmentation of Synthetic UAV Imagery under Non-IID Conditions
    VG Vieira, ET Martins, JQ Ferreira, TL Gomes, MM Silva, R Moreira, ...
    Revista de Informática Teórica e Aplicada 33 (2), 178-184 , 2026
    2026
  • Multi-view deep fusion for forensic dental age estimation in tomographic imaging
    LF Rodrigues Moreira, R Moreira, LGF Rodrigues
    International Journal of Legal Medicine, 1-11 , 2026
    2026
  • AGORA: Agentic Green Orchestration Architecture for Beyond 5G Networks
    R Moreira, LFR Moreira, M Peixoto, FDO Silva
    IEEE Access , 2026
    2026
  • Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning
    V Forattini Jansen, E Teixeira Martins, Y Souza Lima, F de Oliveira Silva, ...
    arXiv e-prints, arXiv: 2603.10902 , 2026
    2026
  • NeuroScaler: Towards Energy-Optimal Autoscaling for Container-Based Services
    AO Chaves, R Moreira, LFR Moreira, J Correia, D Santos, R Silva, ...
    arXiv preprint arXiv:2602.08191 , 2026
    2026
  • Generalizable Hyperparameter Optimization for Federated Learning on Non-IID Cancer Images
    EG Ribeiro, R Moreira, LFR Moreira, AR Backes
    arXiv preprint arXiv:2601.12664 , 2026
    2026
  • Exploiting Test-Time Augmentation in Federated Learning for Brain Tumor MRI Classification
    TLD Melo, R Moreira, LFR Moreira, AR Backes
    arXiv preprint arXiv:2601.12671 , 2026
    2026
  • Energy-Aware Ensemble Learning for Coffee Leaf Disease Classification
    LFR Moreira, R Moreira, LGF Rodrigues
    arXiv preprint arXiv:2601.12109 , 2026
    2026
  • Noisy Neighbor Influence in the Data Plane of Beyond 5G Networks
    R Moreira, LFR Moreira, TC Carvalho, F de Oliveira Silva
    2026 IEEE 23rd Consumer Communications & Networking Conference (CCNC), 1-6 , 2026
    2026
    Citations: 2
  • Exploiting Test-Time Augmentation in Federated Learning for Brain Tumor MRI Classification
    T Leandra de Deus Melo, R Moreira, L Ferreira Rodrigues Moreira, ...
    arXiv e-prints, arXiv: 2601.12671 , 2026
    2026

MOST CITED SCHOLAR PUBLICATIONS

  • A literature survey on AI-aided beamforming and beam management for 5G and 6G systems
    DS Brilhante, JC Manjarres, R Moreira, L de Oliveira Veiga, ...
    Sensors 23 (9), 4359 , 2023
    2023
    Citations: 106
  • Survey on machine learning-enabled network slicing: Covering the entire life cycle
    A Donatti, SL Correa, JSB Martins, AJG Abelem, CB Both, ...
    IEEE Transactions on Network and Service Management 21 (1), 994-1011 , 2023
    2023
    Citations: 56
  • Evaluating the potential of federated learning for maize leaf disease prediction
    TM Antico, LFR Moreira, R Moreira
    arXiv preprint arXiv:2412.07872 , 2024
    2024
    Citations: 52
  • A detailed relevance analysis of enabling technologies for 6G architectures
    DGS Pivoto, TT Rezende, MSP Facina, R Moreira, F de Oliveira Silva, ...
    IEEE Access 11, 89644-89684 , 2023
    2023
    Citations: 48
  • Enhancing network slicing architectures with machine learning, security, sustainability and experimental networks integration
    JSB Martins, TC Carvalho, R Moreira, CB Both, A Donatti, JH Corrêa, ...
    Ieee Access 11, 69144-69163 , 2023
    2023
    Citations: 46
  • AgroLens: A low-cost and green-friendly Smart Farm Architecture to support real-time leaf disease diagnostics
    R Moreira, LFR Moreira, PLA Munhoz, EA Lopes, RAA Ruas
    Internet of Things 19, 100570 , 2022
    2022
    Citations: 44
  • An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis
    LFR Moreira, R Moreira, BAN Travencolo, AR Backes
    Applied Soft Computing 134, 110014 , 2023
    2023
    Citations: 34
  • 5GinFIRE: An end-to-end open5G vertical network function ecosystem
    AP Silva, C Tranoris, S Denazis, S Sargento, J Pereira, M Luís, R Moreira, ...
    Ad Hoc Networks 93, 101895 , 2019
    2019
    Citations: 33
  • Disruptive 6G architecture: Software-centric, AI-driven, and digital market-based mobile networks
    AM Alberti, DGS Pivoto, TT Rezende, AVA Leal, CB Both, MSP Facina, ...
    Computer Networks 252, 110682 , 2024
    2024
    Citations: 30
  • An intelligent native network slicing security architecture empowered by federated learning
    R Moreira, RS Villaça, MRN Ribeiro, JSB Martins, JH Corrêa, ...
    Future Generation Computer Systems 163, 107537 , 2025
    2025
    Citations: 24
  • Improving security on IoT applications based on the FIWARE platform
    CT Oliveira, R Moreira, F de Oliveira Silva, RS Miani, PF Rosa
    2018 IEEE 32nd International Conference on Advanced Information Networking … , 2018
    2018
    Citations: 20
  • Deep learning based image classification for embedded devices: A systematic review
    LFR Moreira, R Moreira, BAN Travencolo, AR Backes
    Neurocomputing 623, 129402 , 2025
    2025
    Citations: 17
  • An intelligent network monitoring approach for online classification of Darknet traffic
    R Moreira, LFR Moreira, F de Oliveira Silva
    Computers and Electrical Engineering 110, 108852 , 2023
    2023
    Citations: 16
  • On enhancing network slicing life-cycle through an AI-native orchestration architecture
    R Moreira, JSB Martins, TCMB Carvalho, FO Silva
    International Conference on Advanced Information Networking and Applications … , 2023
    2023
    Citations: 16
  • Packet vision: a convolutional neural network approach for network traffic classification
    R Moreira, LF Rodrigues, PF Rosa, RL Aguiar, F de Oliveira Silva
    2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI … , 2020
    2020
    Citations: 16
  • NASOR: A network slicing approach for multiple Autonomous Systems
    R Moreira, PF Rosa, RLA Aguiar, F de Oliveira Silva
    Computer Communications 179, 131-144 , 2021
    2021
    Citations: 15
  • A comparative study between containerization and full-virtualization of virtualized everything functions in edge computing
    HGVO da Cunha, R Moreira, F de Oliveira Silva
    International Conference on Advanced Information Networking and Applications … , 2021
    2021
    Citations: 12
  • Towards 6g network slicing
    R Moreira, FO Silva
    arXiv preprint arXiv:2412.11366 , 2024
    2024
    Citations: 11
  • Enabling multi-domain and end-to-end slice orchestration for virtualization everything functions (vxfs)
    R Moreira, PF Rosa, RLA Aguiar, F de Oliveira Silva
    International Conference on Advanced Information Networking and Applications … , 2020
    2020
    Citations: 9
  • Towards cognitive service delivery on B5G through AIaaS architecture
    LFR Moreira, R Moreira, FO Silva, AR Backes
    arXiv preprint arXiv:2412.17967 , 2024
    2024
    Citations: 8