Larissa F. Rodrigues Moreira

According to our database, Larissa F. Rodrigues Moreira authored at least 40 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Evaluating multiple combinations of models and encoders to enhance LDCT images.

Natalia Camillo do Carmo, Larissa Ferreira Rodrigues Moreira, André Ricardo Backes

Signal Image Video Process., November, 2025

Performance Evaluation and Threat Mitigation in Large-scale 5G Core Deployment.

Rodrigo Moreira, Larissa F. Rodrigues Moreira, Flávio Oliveira Silva

CoRR, July, 2025

Optimizing Edge Gaming Slices through an Enhanced User Plane Function and Analytics in Beyond-5G Networks.

Bruno Marques da Silva, Larissa Ferreira Rodrigues Moreira, Flávio Oliveira Silva, Rodrigo Moreira

CoRR, July, 2025

Programming in Brazilian Higher Education and High School: A Systematic Literature Review.

Sofia C. Latini Gonçalves, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, André R. Backes, Adriana Zanella Martinhago

CoRR, January, 2025

Medical Image Classification with Privacy: Centralized and Federated Learning Comparison.

Leonardo Gabriel Ferreira Rodrigues, Gleidson Vinicius Gomes Barbosa, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, André Ricardo Backes

RITA, 2025

A Novel Brazilian Dataset for Automatic Detection of Psyllid Attacksin Guava.

Iago Magalhães De Mesquita, Larissa Ferreira Rodrigues Moreira, Rhuan Silva Nunes, Iális Cavalcante de Paula Júnior

RITA, 2025

Preprocessing and Optimizer impact on Image-Based Autoimmune Disease Diagnosis.

João Vítor Souto de Lima, Rafael Marinho e Silva, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira

RITA, 2025

Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning.

Victor Forattini Jansen, Emanuel Teixeira Martins, Yasmin Souza Lima, Flávio Oliveira Silva, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira

RITA, 2025

Classification of Agricultural Pests Through Digital Images Using Deep Learning.

Pedro Lucas De Oliveira Costa, Thiago Matheus De Oliveira Costa, Larissa Ferreira Rodrigues Moreira, Leandro Henrique Furtado Pinto Silva, João Fernando Mari

RITA, 2025

Federated Learning in Breast Cancer Diagnosis.

Gleidson Vinicius Gomes Barbosa, Leonardo Gabriel Ferreira Rodrigues, Larissa F. Rodrigues Moreira, André Ricardo Backes

RITA, 2025

Deep learning based image classification for embedded devices: A systematic review.

Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Bruno Augusto Nassif Travençolo, André Ricardo Backes

Neurocomputing, 2025

Forecasting Bitcoin Price With Neural and Statistical Models Across Different Time Granularities.

Diogo Pedroso Pereira, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira

IEEE Access, 2025

Unleashing AI-Empowered Slices on Mobile Networks for Natively Cognitive Service Delivery.

Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Flávio Oliveira Silva

IEEE Access, 2025

Breast Cancer Image Classification Using Deep Learning and Test-Time Augmentation.

João Fernando Mari, Larissa Ferreira Rodrigues Moreira, Leandro Henrique Furtado Pinto Silva, Maurício C. Escarpinati, André R. Backes

Proceedings of the 20th International Joint Conference on Computer Vision, 2025

Leveraging Infrastructure Monitoring for User Experience Forecasting in Container-Based 5G Core.

Bruno Marques da Silva, Larissa F. Rodrigues Moreira, Rodrigo Moreira, Flávio Oliveira Silva

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2025

Estimating Application Performance in Container-Based Environments: A Cross-Domain Monitoring Approach.

Marcus V. Diniz dos Reis, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva

Proceedings of the Advanced Information Networking and Applications, 2025

2024

Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images.

Leonardo Gabriel Ferreira Rodrigues, Danilo Ferreira da Silva, Larissa Ferreira Rodrigues, João Fernando Mari

CoRR, 2024

Improving the network traffic classification using the Packet Vision approach.

Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa, Flávio Oliveira Silva

CoRR, 2024

Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks.

Victor Júnio Alcântara Cardoso, Rodrigo Moreira, João Fernando Mari, Larissa Ferreira Rodrigues Moreira

CoRR, 2024

Towards Cognitive Service Delivery on B5G through AIaaS Architecture.

Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Flávio de Oliveira Silva, André R. Backes

CoRR, 2024

Inspiring Women in Technology: Educational Pathways and Impact.

Larissa F. Rodrigues Moreira, Liziane S. Soares, Adriana Z. Martinhago

CoRR, 2024

Resource Allocation Influence on Application Performance in Sliced Testbeds.

Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Tereza Cristina M. B. Carvalho, Flávio Oliveira Silva

CoRR, 2024

On Enhancing Network Throughput using Reinforcement Learning in Sliced Testbeds.

Daniel Pereira Monteiro, Lucas Nardelli de Freitas Botelho Saar, Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira

CoRR, 2024

A Low-cost IoT Architecture to support Urban Mobility for Visually Impaired People.

Nádia Aparecida de Oliveira Silva, Rodrigo Moreira, Larissa Ferreira Rodrigues, Rafael Marinho e Silva

CoRR, 2024

Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction.

Thalita Mendonça Antico, Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira

CoRR, 2024

An Approach Based on LiDAR and Spherical Images for Automated Vegetation Inspection in Urban Power Distribution Lines.

Matheus A. Bergmann, Larissa Ferreira Rodrigues Moreira, Breno Krohling, Thiago L. T. da Silveira, Cláudio R. Jung, Jianchen Tang, Marcelo Viana Feitosa, Renan Lopes Braga Gomes, Bruno Niederauer Soares

IEEE Access, 2024

Optimization and Learning Rate Influence on Breast Cancer Image Classification.

Gleidson Vinicius Gomes Barbosa, Larissa Ferreira Rodrigues Moreira, Pedro Moises de Sousa, Rodrigo Moreira, André Ricardo Backes

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Enabling Water Management System for Agriculture Using a Low Cost Approach.

Iago Magalhães De Mesquita, Sarah Frota Alves, Rhuan Silva Nunes, Leonardo Tabosa Albuquerque, Francisco Aldinei Perreira Aragão, Larissa Ferreira Rodrigues Moreira, Iális Cavalcante de Paula Júnior

Proceedings of the XIV Brazilian Symposium on Computing Systems Engineering, 2024

Anomaly Detection Employing a 5G Core Data Analytics Framework.

Júnia Maísa Oliveira, Jônatan Almeida, Erik de Britto e Silva, Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Flávio Oliveira Silva, Daniel F. Macedo, José Marcos S. Nogueira

Proceedings of the 13th IEEE International Conference on Cloud Networking, 2024

Enabling Intelligence on Edge Through an Artificial Intelligence as a Service Architecture.

Larissa Ferreira Rodrigues Moreira, Lucas Nardelli de Freitas Botelho Saar, Rodrigo Moreira, Leonardo Gabriel Ferreira Rodrigues, Bruno Augusto Nassif Travençolo, André Ricardo Backes

Proceedings of the 13th IEEE International Conference on Cloud Networking, 2024

Maximizing the Power of Cognitive Services with an AI-as-a-Service Architecture for Seamless Delivery.

Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Emanuel Teixeira Martins, Victor Forattini Jansen, Yasmin Souza Lima, Leonardo Gabriel Ferreira Rodrigues, Bruno Augusto Nassif Travençolo, André Ricardo Backes

Proceedings of the 13th IEEE International Conference on Cloud Networking, 2024

2023

An intelligent network monitoring approach for online classification of Darknet traffic.

Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva

Comput. Electr. Eng., September, 2023

An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis.

Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Bruno Augusto Nassif Travençolo, André Ricardo Backes

Appl. Soft Comput., February, 2023

2022

Optimizing a Deep Residual Neural Network with Genetic Algorithm for Acute Lymphoblastic Leukemia Classification.

Larissa Ferreira Rodrigues, André Ricardo Backes, Bruno Augusto Nassif Travençolo, Gina Maira Barbosa de Oliveira

J. Digit. Imaging, 2022

AgroLens: A low-cost and green-friendly Smart Farm Architecture to support real-time leaf disease diagnostics.

Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Pablo Luiz Araújo Munhoz, Everaldo Antônio Lopes, Renato Adriane Alves Ruas

Internet Things, 2022

VINEVI: A Virtualized Network Vision Architecture for Smart Monitoring of Heterogeneous Applications and Infrastructures.

Rodrigo Moreira, Hugo Gustavo Valin Oliveira da Cunha, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva

Proceedings of the Advanced Information Networking and Applications, 2022

2021

Enhancing dynamism in management and network slice establishment through deep learning.

Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa, Rui L. Aguiar, Flávio de Oliveira Silva

Proceedings of the International Conference on Information Networking, 2021

2020

Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images.

Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari

Comput. Biol. Medicine, 2020

Packet Vision: a convolutional neural network approach for network traffic classification.

Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa, Rui L. Aguiar, Flávio de Oliveira Silva

Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

2017

Exploiting Convolutional Neural Networks and Preprocessing Techniques for HEp-2 Cell Classification in Immunofluorescence Images.

Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017