Exploiting Convolutional Neural Networks and Preprocessing Techniques for HEp-2 Cell Classification in Immunofluorescence Images. - Larissa Ferreira Rodrigues; Murilo Coelho Naldi; João Fernando Mari (SIBGRAPI, 2017)

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 001 (SIBGRAPI, 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)

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 001 (ICOIN, 2021)

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 001 (AINA (1), 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)

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)

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., 2023)

An intelligent network monitoring approach for online classification of Darknet traffic. - Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira; Flávio de Oliveira Silva 001 (Comput. Electr. Eng., 2023)

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 (CloudNet, 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 (CloudNet, 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 001; Daniel F. Macedo; José Marcos S. Nogueira (CloudNet, 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 (SBESC, 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 (VISIGRAPP (3): VISAPP, 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)

Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction. - Thalita Mendonça Antico; 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)

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)

Resource Allocation Influence on Application Performance in Sliced Testbeds. - Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira; Tereza Cristina M. B. Carvalho; Flávio Oliveira Silva 001 (CoRR, 2024)

Inspiring Women in Technology: Educational Pathways and Impact. - Larissa F. Rodrigues Moreira; Liziane S. Soares; Adriana Z. Martinhago (CoRR, 2024)

Towards Cognitive Service Delivery on B5G through AIaaS Architecture. - Larissa Ferreira Rodrigues Moreira; Rodrigo Moreira; Flávio de Oliveira Silva 001; André R. Backes (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)

Improving the network traffic classification using the Packet Vision approach. - Rodrigo Moreira; Larissa Ferreira Rodrigues; Pedro Frosi Rosa; Flávio Oliveira Silva 001 (CoRR, 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)

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 001 (AINA (4), 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 001 (EuCNC/6G Summit, 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 (VISIGRAPP (3): VISAPP, 2025)

Unleashing AI-Empowered Slices on Mobile Networks for Natively Cognitive Service Delivery. - Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira; Flávio Oliveira Silva 001 (IEEE Access, 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)

Federated Learning in Breast Cancer Diagnosis. - Gleidson Vinicius Gomes Barbosa; Leonardo Gabriel Ferreira Rodrigues; Larissa F. Rodrigues Moreira; André Ricardo Backes (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)

Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning. - Victor Forattini Jansen; Emanuel Teixeira Martins; Yasmin Souza Lima; Flávio Oliveira Silva 001; Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira (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)

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)

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)

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, 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 001; Rodrigo Moreira (CoRR, 2025)

Performance Evaluation and Threat Mitigation in Large-scale 5G Core Deployment. - Rodrigo Moreira; Larissa F. Rodrigues Moreira; Flávio Oliveira Silva 001 (CoRR, 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., 2025)