Temporal and spectral patterns of fish choruses in two protected areas in southern Atlantic. - Ignacio Sánchez-Gendriz; Linilson Rodrigues Padovese (Ecol. Informatics, 2017)

A methodology for analyzing biological choruses from long-term passive acoustic monitoring in natural areas. - Ignacio Sánchez-Gendriz; Linilson Rodrigues Padovese (Ecol. Informatics, 2017)

Signal processing basics applied to ecoacoustics. - Ignacio Sánchez-Gendriz (Ecol. Informatics, 2021)

Efficient machine learning approach for volunteer eye-blink detection in real-time using webcam. - Paulo Augusto de Lima Medeiros; Gabriel Vinícius Souza da Silva; Felipe Ricardo dos Santos Fernandes; Ignacio Sánchez-Gendriz; Hertz Wilton De Castro Lins; Daniele Montenegro da Silva Barros; Danilo Alves Pinto Nagem; Ricardo Alexsandro de Medeiros Valentim (Expert Syst. Appl., 2022)

Imagetic and affective measures of memory reverberation diverge at sleep onset in association with theta rhythm. - Natalia Bezerra Mota; Ernesto Soares; Edgar Altszyler; Ignacio Sánchez-Gendriz; Vincenzo Muto; Dominik P. J. Heib; Diego Fernández Slezak; Mariano Sigman; Mauro Copelli; Manuel Schabus; Sidarta Ribeiro (NeuroImage, 2022)

Artificial intelligence applied to analyzes during the pandemic: COVID-19 beds occupancy in the state of Rio Grande do Norte, Brazil. - Tiago de Oliveira Barreto; Nícolas Vinícius Rodrigues Veras; Pablo Holanda Cardoso; Felipe Ricardo dos Santos Fernandes; Luiz Paulo de Souza Medeiros; Maria Valéria Bezerra; Filomena Marques Queiroz de Andrade; Chander de Oliveira Pinheiro; Ignacio Sánchez-Gendriz; Gleyson José Pinheiro Caldeira Silva; Leandro Farias Rodrigues; Antonio Higor Freire de Morais; et al. (Frontiers Artif. Intell., 2023)

EcoAcousticAnalyzer: A long-term acoustic data analysis tool for environmental monitoring. - Efrain M. Pulgar-Pantaleon; Ignacio Sánchez-Gendriz; Luiz Affonso Guedes (Softw. Impacts, 2023)

Using Explainable Artificial Intelligence to Obtain Efficient Seizure-Detection Models Based on Electroencephalography Signals. - Jusciaane Chacon Vieira; Luiz Affonso Guedes; Mailson Ribeiro Santos; Ignacio Sánchez-Gendriz (Sensors, 2023)

Methods for Analyzing Swallowing Sound in Dysphagia Care: A Telemedicine Approach. - Ignacio Sánchez-Gendriz; Ingridy M. P. Barbalho; Felipe Fernandes; Milena Magalhães Augusto; Maria de Jesus Gonçalves; Ivonaldo L. Barbosa Lima; Danilo Alves Pinto Nagem; Gleyson José Pinheiro Caldeira Silva; Ana Raquel Rodrigues Lindquist; Luca Freire Alves; Luiz Affonso Guedes; Ricardo Alexsandro de Medeiros Valentim (CIBCB, 2024)

Digital dual test syphilis/HIV detection based on Fourier Descriptors of Cyclic Voltammetry curves. - Ignacio Sánchez-Gendriz; Dionísio D. A. Carvalho; Leonardo J. Galvão-Lima; Ana Isabela L. Sales-Moioli; Talita K. de B. Pinto; Felipe Ricardo dos Santos Fernandes; Jorge Henriques; Thaisa S. Lima; Luiz Affonso Guedes; Agnaldo S. Cruz; Antonio Higor Freire de Morais; João Paulo Queiroz dos Santos; et al. (Comput. Biol. Medicine, 2024)

SHapley Additive exPlanations (SHAP) for Efficient Feature Selection in Rolling Bearing Fault Diagnosis. - Mailson Ribeiro Santos; Luiz Affonso Guedes; Ignacio Sánchez-Gendriz (Mach. Learn. Knowl. Extr., 2024)

Single-channel selection for epileptic seizure identification through a custom machine learning model. - Jusciaane Chacon Vieira; Ignacio Sánchez-Gendriz; Luiz Affonso Guedes (Eng. Appl. Artif. Intell., 2025)