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ORCIDLarissa Ferreira Rodrigues
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- affiliation: Federal University of Uberlândia, UFU, Faculty of Computing, FACOM, Minas Gerais, Brazil
- affiliation: Federal University of Viçosa, UFV, Institute of Exact and Technological Sciences, Rio Paranaíba, Brazil
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Journal Articles
- 2025
[j7]Larissa Ferreira Rodrigues Moreira
, Rodrigo Moreira, Bruno Augusto Nassif Travençolo, André Ricardo Backes:
Deep learning based image classification for embedded devices: A systematic review. Neurocomputing 623: 129402 (2025)- 2024
- [j6]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:
An Approach Based on LiDAR and Spherical Images for Automated Vegetation Inspection in Urban Power Distribution Lines. IEEE Access 12: 105119-105130 (2024) - 2023
- [j5]Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Bruno Augusto Nassif Travençolo, André Ricardo Backes:
An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis. Appl. Soft Comput. 134: 110014 (2023) - [j4]Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva:
An intelligent network monitoring approach for online classification of Darknet traffic. Comput. Electr. Eng. 110: 108852 (2023) - 2022
- [j3]Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Pablo Luiz Araújo Munhoz, Everaldo Antônio Lopes, Renato Adriane Alves Ruas:
AgroLens: A low-cost and green-friendly Smart Farm Architecture to support real-time leaf disease diagnostics. Internet Things 19: 100570 (2022) - [j2]Larissa Ferreira Rodrigues, André Ricardo Backes, Bruno Augusto Nassif Travençolo, Gina Maira Barbosa de Oliveira:
Optimizing a Deep Residual Neural Network with Genetic Algorithm for Acute Lymphoblastic Leukemia Classification. J. Digit. Imaging 35(3): 623-637 (2022) - 2020
- [j1]Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari:
Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images. Comput. Biol. Medicine 116: 103542 (2020)
Conference and Workshop Papers
- 2024
- [c9]Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Emanuel Teixeira Martins, Victor Forattini Jansen, Yasmin Souza Lima, Leonardo G. Ferreira Rodrigues, Bruno Augusto Nassif Travençolo, André Ricardo Backes:
Maximizing the Power of Cognitive Services with an AI-as-a-Service Architecture for Seamless Delivery. CloudNet 2024: 1-8 - [c8]Larissa Ferreira Rodrigues Moreira, Lucas Nardelli de Freitas Botelho Saar, Rodrigo Moreira, Leonardo G. Ferreira Rodrigues, Bruno Augusto Nassif Travençolo, André Ricardo Backes:
Enabling Intelligence on Edge Through an Artificial Intelligence as a Service Architecture. CloudNet 2024: 1-8 - [c7]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:
Anomaly Detection Employing a 5G Core Data Analytics Framework. CloudNet 2024: 1-9 - [c6]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:
Enabling Water Management System for Agriculture Using a Low Cost Approach. SBESC 2024: 1-6 - [c5]Gleidson Vinicius Gomes Barbosa, Larissa Ferreira Rodrigues Moreira, Pedro Moises de Sousa, Rodrigo Moreira, André Ricardo Backes:
Optimization and Learning Rate Influence on Breast Cancer Image Classification. VISIGRAPP (3): VISAPP 2024: 792-799 - 2022
- [c4]Rodrigo Moreira, Hugo Gustavo Valin Oliveira da Cunha, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva:
VINEVI: A Virtualized Network Vision Architecture for Smart Monitoring of Heterogeneous Applications and Infrastructures. AINA (1) 2022: 529-541 - 2021
- [c3]Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa, Rui L. Aguiar, Flávio de Oliveira Silva:
Enhancing dynamism in management and network slice establishment through deep learning. ICOIN 2021: 321-326 - 2020
- [c2]Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa, Rui L. Aguiar, Flávio de Oliveira Silva:
Packet Vision: a convolutional neural network approach for network traffic classification. SIBGRAPI 2020: 256-263 - 2017
- [c1]Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari:
Exploiting Convolutional Neural Networks and Preprocessing Techniques for HEp-2 Cell Classification in Immunofluorescence Images. SIBGRAPI 2017: 170-177
Informal and Other Publications
- 2025
- [i10]Sofia C. Latini Gonçalves, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, André R. Backes, Adriana Zanella Martinhago:
Programming in Brazilian Higher Education and High School: A Systematic Literature Review. CoRR abs/2501.17278 (2025) - 2024
- [i9]Thalita Mendonça Antico, Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira:
Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction. CoRR abs/2412.07872 (2024) - [i8]Nádia Aparecida de Oliveira Silva, Rodrigo Moreira, Larissa Ferreira Rodrigues, Rafael Marinho e Silva:
A Low-cost IoT Architecture to support Urban Mobility for Visually Impaired People. CoRR abs/2412.11363 (2024) - [i7]Daniel Pereira Monteiro, Lucas Nardelli de Freitas Botelho Saar, Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira:
On Enhancing Network Throughput using Reinforcement Learning in Sliced Testbeds. CoRR abs/2412.16673 (2024) - [i6]Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Tereza Cristina M. B. Carvalho, Flávio Oliveira Silva:
Resource Allocation Influence on Application Performance in Sliced Testbeds. CoRR abs/2412.16716 (2024) - [i5]Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Flávio de Oliveira Silva, André R. Backes:
Towards Cognitive Service Delivery on B5G through AIaaS Architecture. CoRR abs/2412.17967 (2024) - [i4]Victor Júnio Alcântara Cardoso, Rodrigo Moreira, João Fernando Mari, Larissa Ferreira Rodrigues Moreira:
Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks. CoRR abs/2412.17975 (2024) - [i3]Rodrigo Moreira, Hugo Gustavo Valin Oliveira da Cunha, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva:
VINEVI: A Virtualized Network Vision Architecture for Smart Monitoring of Heterogeneous Applications and Infrastructures. CoRR abs/2412.19226 (2024) - [i2]Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa, Flávio Oliveira Silva:
Improving the network traffic classification using the Packet Vision approach. CoRR abs/2412.19360 (2024) - [i1]Leonardo Gabriel Ferreira Rodrigues, Danilo Ferreira da Silva, Larissa Ferreira Rodrigues, João Fernando Mari:
Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images. CoRR abs/2412.19362 (2024)
Coauthor Index
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