Learning & Nonlinear Models – L&NLM – Volume 18 – Número 2

Cover
Special Issue: Deep Learning
Editors:
Prof. Manassés Ribeiro orcid
Instituto Federal Catarinense (IFC)
Lattes: http://lattes.cnpq.br/6475893755893056
Prof. André Lazzaretti orcid
Universidade Tecnológica Federal do Paraná (UTFPR)
Lattes: http://lattes.cnpq.br/7649611874688878

 

Comparative Analysis of Convolutional Neural Networks Applied in the Detection of Pneumonia Through X-Ray Images of Children

    • Luan Oliveira da Silva, Leandro dos Santos Araújo, Victor Ferreira Souza, Raimundo Matos de Barros Neto & Adam Santos

Using the Kullback-Leibler Divergence and Kolmogorov-Smirnov Test to Select Input Sizes to the Fault Diagnosis Problem Based on a CNN Model

    • Rodrigo P. Monteiro, Carmelo J. A. Bastos-Filho, Mariela Cerrada, Diego R. Cabrera & René V. Sánchez

Methodology for Classifying Diseases in Plants Using Convolutional Neural Networks

    • Michel Costa, Vanessa Rezende, Cledisson Martins & Adam Santos

Evolving deep neural networks for Time Series Forecasting

    • Lídio Mauro Lima de Campos, Jherson Haryson Almeida Pereira, Danilo Souza Duarte & Roberto Célio Limão de Oliveira

A Study of the Influence of Data Complexity and Similarity on Soft Biometrics Classification Performance in a Transfer Learning Scenario

    • Marcelo Romero, Matheus Gutoski, Leandro Takeshi Hattori, Manassés Ribeiro & Heitor Silvério Lopes