292 citations
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- Universidade Federal de Minas GeraisBR48 papers
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27 papers · 1 filter
Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images
Leonardo Gabriel Ferreira Rodrigues, Danilo Ferreira da Silva, Larissa Ferreira Rodrigues +1
Coronavirus Disease 2019 (COVID-19) pandemic rapidly spread globally, impacting the lives of billions of people. The effective screening of infected patients is a critical step to…
Improving the network traffic classification using the Packet Vision approach
Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa +1
The network traffic classification allows improving the management, and the network services offer taking into account the kind of application. The future network architectures, ma…
VINEVI: A Virtualized Network Vision Architecture for Smart Monitoring of Heterogeneous Applications and Infrastructures
Rodrigo Moreira, Hugo G. V. O. da Cunha, Larissa F. Rodrigues Moreira +1
Monitoring heterogeneous infrastructures and applications is essential to cope with user requirements properly, but it still lacks enhancements. The well-known state-of-the-art met…
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 +1
Sickle cell anemia, which is characterized by abnormal erythrocyte morphology, can be detected using microscopic images. Computational techniques in medicine enhance the diagnosis…
Towards Cognitive Service Delivery on B5G through AIaaS Architecture
Larissa F. Rodrigues Moreira, Rodrigo Moreira, Flávio de Oliveira Silva +1
Artificial Intelligence (AI) is pivotal in advancing mobile network systems by facilitating smart capabilities and automation. The transition from 4G to 5G has substantial implicat…
Inspiring Women in Technology: Educational Pathways and Impact
Larissa F. Rodrigues Moreira, Liziane S. Soares, Adriana Z. Martinhago
This paper presents initiatives aimed at fostering female involvement in the realm of computing and endeavoring to inspire more women to pursue careers in these fields. The Meninas…