Independent Component Analysis for Optimal Passive Sonar Signal Detection. - Natanael N. de Moura; José Manoel de Seixas; William Soares-Filho; Ana V. Greco (ISDA, 2007)

Narrow-Band Short-Time Frequency-Domain Blind Signal Separation of Passive Sonar Signals. - Natanael N. de Moura; Eduardo F. Simas Filho; José Manoel de Seixas (ICA, 2009)

Novelty detection in passive sonar systems using a kernel approach. - Natanael Nunes de Moura Junior; José Manoel de Seixas (ICNC-FSKD, 2017)

Novelty Detection in Passive Sonar Systems using Stacked AutoEncoders. - Vinicius dos Santos Mello; Natanael Nunes de Moura Junior; José Manoel de Seixas (IJCNN, 2018)

Financial Time Series Forecasting Using Non-Linear Methods and Stacked Autoencoders. - Danilo Filippo Reiszel Pereira; Natanael Nunes de Moura Junior; Luiz Pereira Calôba (IJCNN, 2018)

Effects of Data Sparsity on Recommender Systems based on Collaborative Filtering. - Joao Felipe Guedes da Silva; Natanael Nunes de Moura Junior; Luiz Pereira Calôba (IJCNN, 2018)

Passive Sonar Classification Using Time-Domain Information and Recurrent Neural Networks. - Marlon Jovenil de Souza; Natanael Nunes de Moura Junior; José Manoel de Seixas (LA-CCI, 2022)

Deep Learning Models for Passive Sonar Signal Classification of Military Data. - Júlio de Castro Vargas Fernandes; Natanael Nunes de Moura Junior; José Manoel de Seixas (Remote. Sens., 2022)

IARA: An Underwater Acoustic Database. - Fabio O. B. da Silva; Júlio de Castro Vargas Fernandes; William Soares-Filho; João Baptista de Oliveira e Souza Filho; Ângela Spengler; Natanael Nunes de Moura Junior (IEEE Access, 2025)

Data-Driven Modeling of Nonlinear Transducers for Harmonic Measurements. - Leonardo Augusto Abreu De Souza; Marcelo Britto Martins; Marcus Vinícius Viegas Pinto; Antonio C. S. Lima; Natanael Nunes de Moura Junior (IEEE Trans. Instrum. Meas., 2025)