Learning & Nonlinear Models – L&NLM – Volume 18 – Número 1

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Aerial Human Activity Recognition Through a Cognitive Architecture and a New Automata Proposal

Milena F. Pinto, Aurelio G. Melo, Andre L. M. Marcato, Camile A. Moraes

Distributed Adaptive Filtering on Wireless Sensor Networks with Shared Medium Competition

Rafael Moura do Carmo, Luís Tarrataca, Jefferson Colares, Felipe da R. Henriques, Diego B. Haddad, Raphael M. Guedes

Aerial Image Instance Segmentation Through Synthetic Data Using Deep Learning

Felipe X. Viana, Gabriel M. Araujo, Milena F. Pinto, Jefferson Colares, Diego B. Haddad

Soft Biometrics Classification in Videos Using Transfer Learning and Bidirectional Long Short-Term Memory Networks

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

Carteiras de Black Litterman com Análises Baseadas em Redes Neurais

Diego Guerreiro Bernardes & Oswaldo Luiz do Valle Costa