Learning & Nonlinear Models – L&NLM – Volume 24 – Número 1

Cover

Energy Efficiency in Human Activity Recognition on Smartphones with Adaptive Sampling and Deep Learning Models with Early Exits

• • • Marcel Franco de Oliveira, Alessandro Copetti, Roberto Pacheco, Lauro A. G. Sampaio & Luciano Bertini

Data Labeling with Local and Global Consistency Using Phylograms

• • • Breno Caetano da Silva, Jorge Luiz Franco, Hermes Manoel Galvão Castelo Branco & Alexandre Claudio Botazzo Delbem

Using Temporal Convolutional Autoencoders for Sound-Based Fault Detection in Industrial Machinery

• • • Igor Cassimiro Assunção, Rodrigo de Paula Monteiro, Andrea Maria Nogueira Cavalcanti Ribeiro & Diego Marconi Pinheiro Ferreira Silva

Modelling, Estimation and Control for an Up-flow Anaerobic Sludge Blanket Reactor Treating Blackwater Towards Resource Recovery

• • • Antonio Felype Ferreira Maciel, Otacilio Bezerra Leite Neto, Michela Mulas & Hamse Kjerstadius

Footstep Identification on Pressure Sensitive Mat through Convolutional Neural Networks

• • • Natália Soares Girão, Márcia Muller & Lúcia Valéria Arruda