Application of Wavelet Analysis and Paraconsistent Feature Extraction in the Classification of Voice Pathologies
Gabriel José Pellisser Dalalana, Rodrigo Capobianco Guido, Eduardo Sperle Honorato, Ivan Nunes da Silva
Journal of Voice, 2025

Instance-based novelty detection in passive sonar signals
Victor Hugo Da Silva Muniz, João Baptista De Oliveira e Souza Filho and Eduardo Sperle Honorato
International Journal of Innovative Computing and Applications, Vol. 13, No. 3, 2022

Improving U-Net with Attention Mechanism for Medical Image Segmentation Applications
Eduardo Sperle Honorato, Mariana Aya Suzuki Uchida, Agma Juci Machado Traina, Denis Fernando Wolf
2025 IEEE 38th International Symposium on Computer-Based Medical Systems (CBMS)

Enhancing 3D Object Detection in Autonomous Vehicles: Multi-Sensor Fusion with Attention Mechanisms
Eduardo Sperle Honorato, Denis Fernando Wolf
2024 IEEE Latin American Robotics Symposium (LARS)

Out-of-Distribution Object Detection in Autonomous Vehicles With Yolo Model
Eduardo Sperle Honorato, Mariana Aya Suzuki Uchida, Thiago Henrique Segreto Silva, Denis Fernando Wolf
2024 IEEE Latin American Robotics Symposium (LARS)

Clustering-and-Bagging-based Ensemble for Novelty Detection in Passive Sonar Systems
Eduardo Sperle Honorato, João Baptista de Oliveira e Souza Filho, Victor Hugo Da Silva Muniz
2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI)

A Hierarchical Ensemble of LSTM-based Autoencoders for Novelty Detection in Passive Sonar Systems
Eduardo Sperle Honorato, João Baptista de Oliveira e Souza Filho, Victor Hugo Da Silva Muniz
2021 IEEE Latin American Conference on Computational Intelligence (LA-CCI)

Detecção Hierárquica de Classes Desconhecidas em Sonar por "Autoencoders" Convolucionais
Eduardo Sperle Honorato, João Baptista de Oliveira e Souza Filho and Victor Hugo Da Silva Muniz
2020 IXXXVIII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
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Aprendizado por Instância para a Identificação de Classes Desconhecidas em Sonares Passivos
Victor Hugo da Silva Muniz, João Baptista de Oliveira e Souza Filho and Eduardo Sperle Honorato
2019 XIV CONGRESSO BRASILEIRO DE INTELIGÊNCIA COMPUTACIONAL
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Explorando uma Aplicação m-learning para Ensino de Vetores na Física do Ensino Médio
Eduardo Honorato, Carlos Otávio Schocair Mendes, João Roberto Quadros, Rafael Castaneda, Jorge Soares, Renato Mauro, Sérgio Duarte and Eduardo Ogasawara
2015 Anais do XXVI Simpósio Brasileiro de Informática na Educação
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Multi-sensor fusion with attention mechanisms for visual perception in autonomous vehicles
Eduardo Sperle Honorato
2025 Master's Dissertation
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Automatic Detection of Unknown Classes of Vessels using Specialized Machine Learning Models in Passive Sonar Systems
Eduardo Sperle Honorato
2022 Undergraduate Thesis
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