Learning & Nonlinear Models – L&NLM – Volume 21 – Número 2

Cover
Local Rule-Based Explanations Method Based on Genetic Algorithms with Fitness Sharing

• • Daniel A. Santos, José A. Baranauskas & Renato Tinós

Analysis and Improvement of Machine Learning Models for Detecting Street Lighting Lamps

• • Igor Caetano Silva, Ricardo Menezes Salgado, Igor Mattos dos Santos Varejão & Flavio Miguel Varejão

An Active Learning Approach for Detecting Customer Induced Damages in Motherboards with Deep Neural Networks

• • Lucas Cabral, Victor Farias, Lucas Sena, Iago Chaves, João Paulo Pordeus, João Pedro Santiago, Diego Sá, Javam Machado & João Paulo Madeiro

Study and Analysis of Deep Learning Techniques for Solving Financial Problems

• • Wendell João Castro de Avila & Ricardo Menezes Salgado

Dynamic Multi-Objective Evolutionary Algorithms: An Overview

• • Elaine Guerrero-Peña, Aluizio Fausto Ribeiro Araújo & Cícero Garrozi