Original Paper

• Transfer Learning and Data Augmentation Analysis for Computer Vision in Robot Football using Deep Learning

  Franklin Andrade de Brito, Rodrigo C. de Barros, André Luiz Carvalho Ottoni

  1-10

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• AMIPDI: architecture model to identify pests in soybean defoliation images using convolutional neural networks

  Maria Eloisa Mignoni, Aislan Honorato, Cesar Zagonel, Gabriel de Oliveira Ramos, Rafael Kunst Kunst

  11-20

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• Application of machine learning strategies in the detection of invasive plants in pastures

  Gabriel Tadioto Oliveira, André Luiz Brun

  21-33

  • PDF (Portuguese)

• A methodology for assessing UX dimensions in standardized questionnaires

  Erico Souza Veriscimo, João Luiz Bernardes Júnior, Luciano Antonio Digiampietri

  34-45

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• Explaining the black-box or using the black-box to develop better interpretable solutions?

  Vinicius Alves Matias, Julia Machado Lechi, Norton Trevisan Roman, Luciano Antonio Digiampietri

  46-53

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• Performance Analysis of Routing Algorithms based on V2V Topology using NS-3 Simulations

  Carlos P. Alves, Natália C. Fernandes, Tadeu N. Ferreira

  54-63

  • PDF (Portuguese)

• Performance Analysis of Ethernet Networks Through Quality of Service (QoS) Metrics Using Real and Virtual Machines

  Diones, Diógenes Antonio Marques José

  64-77

  • PDF

• Advances in scientific article recommendation systems: A systematic literature review

  Bruno de Santana Braga Contreras, Luciano Antonio Digiampietri

  78-86

  • PDF (Portuguese)

• Automatic Identification of Electrical Appliances in Domestic Settings

  Antonio D. T. Amurim, Elvis M. G. Stancanelli

  87-102

  • PDF (Portuguese)

• CNOPsolution Tester: a web application for result validation in constrained optimization problems

  Adrian García-López, Oscar Chávez-Bosquez, Betania Hernández-Ocaña

  103-112

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