Renato Moraes Silva

According to our database, Renato Moraes Silva authored at least 29 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Automated Machine Learning in medical research: A systematic literature mapping study.

Giovanna A. Castro, Luiza G. Barioto, Yu H. Cao, Renato Moraes Silva, Helena de Medeiros Caseli, João A. Machado-Neto, Ricardo Cerri, Aline Villavicencio, Tiago A. Almeida

Artif. Intell. Medicine, 2026

Retrieval-Augmented Generation with Small Language Models for Fake News Detection.

Lucca Baptista Silva Ferraz, Jhúlia de Souza Leal, Anderson Raymundo Avila, Thiago Alexandre Salgueiro Pardo, Fernando Batista, Renato Moraes Silva

Proceedings of the 17th International Conference on Computational Processing of Portuguese, 2026

Certas Palavras: A 1980s-90s Brazilian Radio Corpus to Test TTS Models in Noisy Multi-Speaker Dialogues.

Gustavo Evangelista Araújo, Moacir Ponti, Arnaldo Cândido Júnior, Sidney Evaldo Leal, Edresson Casanova, Renato Moraes Silva, Miguel Oliveira Jr., Adriana Barbosa Santos, Gustavo W. Lopes, Sandra M. Aluísio

Proceedings of the 17th International Conference on Computational Processing of Portuguese, 2026

Caracterização lexical e sintática de notícias falsas em português produzidas por humanos e por máquinas.

Pedro Lucas Castro de Andrade, Renato Moraes Silva, Thiago Alexandre Salgueiro Pardo

Proceedings of the 17th International Conference on Computational Processing of Portuguese, 2026

2025

Fake News Detection in Portuguese Under Large Language Model-Generated Content.

Renato Moraes Silva, Hazem Amamou, Lucca Baptista Silva Ferraz, Fabio Kauê Araujo Da Silva, Anderson Raymundo Avila

J. Braz. Comput. Soc., 2025

Vulnerable road user detection and safety enhancement: A comprehensive survey.

Renato Moraes Silva, Gregório F. Azevedo, Matheus V. V. Berto, Jean R. Rocha, Eduardo Candioto Fidelis, Matheus Velloso Nogueira, Pedro H. Lisboa, Tiago A. Almeida

Expert Syst. Appl., 2025

A Moving Target: Detecting Concept Drift in Brazilian Portuguese Fake News.

Manuela Guedes Wanderley, Lucca Baptista Silva Ferraz, Tiago Agostinho de Almeida, Renato Moraes Silva

Proceedings of the 16th Brazilian Symposium in Information and Human Language Technology, 2025

Adapting Synthetic Eyes: A Study of Pixel and Feature-Level UDA for Traffic Object Detection.

André N. Medeiros, Renato Moraes Silva, Jurandy Almeida, Tiago A. Almeida

Proceedings of the 38th SIBGRAPI Conference on Graphics, Patterns and Images, 2025

2023

An Open Source Eye Gaze Tracker System to Perform Remote User Testing Evaluations.

Marc G. Capdevila, Karine Aparecida P. Rodrigues, Camila F. Jardim, Renato Moraes Silva

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

Multi-level out-of-vocabulary words handling approach.

Johannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida

Knowl. Based Syst., 2022

FastContext: Handling Out-of-Vocabulary Words Using the Word Structure and Context.

Renato Moraes Silva, Johannes V. Lochter, Tiago A. Almeida, Akebo Yamakami

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2020

Gaussian Mixture Descriptors Learner.

Breno L. Freitas, Renato Moraes Silva, Tiago A. Almeida

Knowl. Based Syst., 2020

Towards automatically filtering fake news in Portuguese.

Renato Moraes Silva, Roney L. S. Santos, Tiago A. Almeida, Thiago A. S. Pardo

Expert Syst. Appl., 2020

ML-MDLText: An efficient and lightweight multilabel text classifier with incremental learning.

Marciele M. Bittencourt, Renato Moraes Silva, Tiago A. Almeida

Appl. Soft Comput., 2020

Deep Learning Models for Representing Out-of-Vocabulary Words.

Johannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

ML-MDLText: A Multilabel Text Categorization Technique with Incremental Learning.

Marciele M. Bittencourt, Renato Moraes Silva, Tiago A. Almeida

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

MDLText aplicado na Filtragem Automática de SPIM e SMS Spam.

Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami

Braz. J. Inf. Syst., 2018

Towards automatic filtering of fake reviews.

Emerson F. Cardoso, Renato Moraes Silva, Tiago A. Almeida

Neurocomputing, 2018

Towards Automatically Creating Large Labeled Datasets for Training Question Domain Classifiers.

Leandro L. Tavares, Renato Moraes Silva, Tiago A. Almeida

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Semantic Indexing-Based Data Augmentation for Filtering Undesired Short Text Messages.

Johannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2017

MDLText: An efficient and lightweight text classifier.

Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami

Knowl. Based Syst., 2017

MDLText e Indexação Semântica aplicados na Detecção de Spam nos Comentários do YouTube.

Renato Moraes Silva, Túlio C. Alberto, Tiago A. Almeida, Akebo Yamakami

Braz. J. Inf. Syst., 2017

Towards filtering undesired short text messages using an online learning approach with semantic indexing.

Renato Moraes Silva, Túlio C. Alberto, Tiago A. Almeida, Akebo Yamakami

Expert Syst. Appl., 2017

2016

Towards Web Spam Filtering Using a Classifier Based on the Minimum Description Length Principle.

Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2012

Avaliação de Desempenho de Métodos de Classificação Aplicados na Identificação de Spam Hosts.

Renato Moraes Silva, Alex Garcia Vaz, Tiago Agostinho de Almeida, Akebo Yamakami

Braz. J. Inf. Syst., 2012

Redes Neurais Artificiais para Detecção de Web Spams.

Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami

Proceedings of the 8th Brazilian Symposium on Information Systems, 2012

An Analysis of Machine Learning Methods for Spam Host Detection.

Renato Moraes Silva, Akebo Yamakami, Tiago A. Almeida

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Towards Web Spam Filtering with Neural-Based Approaches.

Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

2010

Impact of the Multimedia Traffic Sources in a Network Node Using FIFO scheduler.

Tatiana Annoni Pazeto, Renato Moraes Silva, Shusaburo Motoyama

Proceedings of the Networked Digital Technologies - Second International Conference, 2010