A fast decoding method for prefix codes. - Ruy Luiz Milidiú; Eduardo Sany Laber; Lorenza O. Moreno; Julio C. Duarte (DCC, 2003)

A Machine Learning Approach to the Identification of Appositives. - Maria Claudia de Freitas; Julio C. Duarte; Cícero Nogueira dos Santos; Ruy Luiz Milidiú; Raúl P. Rentería; Violeta Quental (IBERAMIA-SBIA, 2006)

Semi-supervised Learning for Portuguese Noun Phrase Extraction. - Ruy Luiz Milidiú; Cícero Nogueira dos Santos; Julio C. Duarte; Raúl P. Rentería (PROPOR, 2006)

TBL Template Selection: An Evolutionary Approach. - Ruy Luiz Milidiú; Julio C. Duarte; Cícero Nogueira dos Santos (CAEPIA, 2007)

Machine Learning Algorithms for Portuguese Named Entity Recognition. - Ruy Luiz Milidiú; Julio Cesar Duarte; Roberto Cavalcante (Inteligencia Artif., 2007)

Evolutionary TBL Template Generation. - Ruy Luiz Milidiú; Julio C. Duarte; Cícero Nogueira dos Santos (J. Braz. Comput. Soc., 2007)

Phrase Chunking Using Entropy Guided Transformation Learning. - Ruy Luiz Milidiú; Cícero Nogueira dos Santos; Julio C. Duarte (ACL, 2008)

Portuguese Corpus-Based Learning Using ETL. - Ruy Luiz Milidiú; Cícero Nogueira dos Santos; Julio C. Duarte (J. Braz. Comput. Soc., 2008)

Improving BAS committee performance with a semi-supervised approach. - Ruy Luiz Milidiú; Julio Cesar Duarte (ESANN, 2009)

A System to Interact with CAVE Applications Using Hand Gesture Recognition from Depth Data. - Diego Augusto T. Q. Leite; Julio Cesar Duarte; Jauvane C. de Oliveira; Victor de Almeida Thomaz; Gilson A. Giraldi (SVR, 2014)

Interoperable Machine Learning Metadata using MEX. - Diego Esteves; Diego Moussallem; Ciro Baron Neto; Jens Lehmann 001; Maria Cláudia Cavalcanti; Julio Cesar Duarte (ISWC (Posters & Demos), 2015)

MEX Interfaces: Automating Machine Learning Metadata Generation. - Diego Esteves; Pablo N. Mendes; Diego Moussallem; Julio Cesar Duarte; Amrapali Zaveri; Jens Lehmann 001 (SEMANTiCS, 2016)

An interoperable service for the provenance of machine learning experiments. - Julio Cesar Duarte; Maria Cláudia Reis Cavalcanti; Igor de Souza Costa; Diego Esteves (WI, 2017)

LOG4MEX: a library to export machine learning experiments. - Diego Esteves; Diego Moussallem; Tommaso Soru; Ciro Baron Neto; Jens Lehmann 001; Axel-Cyrille Ngonga Ngomo; Julio Cesar Duarte (WI, 2017)

Hand gesture recognition from depth and infrared Kinect data for CAVE applications interaction. - Diego Augusto T. Q. Leite; Julio C. Duarte; Luiz Antônio Pereira Neves; Jauvane C. de Oliveira; Gilson A. Giraldi (Multim. Tools Appl., 2017)

Dinâmica da Digitação Aplicada à Autenticação Periódica de Usuários em Ambientes Virtuais de Aprendizagem. - Marco Aurélio da Silva Cruz; Julio Cesar Duarte; Ronaldo Ribeiro Goldschmidt (Revista Brasileira de Informática na Educ., 2017)

Extending the VERIS Framework to an Incident Handling Ontology. - Guilherme Baesso Moreira; Vanusa Menditi Calegario; Julio Cesar Duarte; Anderson Fernandes Pereira dos Santos (WI, 2018)

Scene Matching in GPS Denied Environments: A Comparison of Methods for Orthophoto Registration. - Erick Menezes Moreira; Otavio Augusto Maciel Camargo; Julio Cesar Duarte; Paulo Fernando Ferreira Rosa (ICM, 2019)

Simulating Human Behaviour in Games using Machine Learning. - Daniel de Almeida Rocha; Julio Cesar Duarte (SBGames, 2019)

A Deep Learning Approach to the Malware Classification Problem using Autoencoders. - Dhiego Ramos Pinto; Julio Cesar Duarte; Ricardo Sant'Ana (SBSI, 2019)

Building a Noisy Audio Dataset to Evaluate Machine Learning Approaches for Automatic Speech Recognition Systems. - Julio Cesar Duarte; Sérgio Colcher (CoRR, 2021)

Improving the performance of a radio-frequency localization system in adverse outdoor applications. - Marcelo N. de Sousa; Ricardo Sant'Ana; Rigel Procópio Fernandes; Julio Cesar Duarte; José Antonio Apolinário; Reiner S. Thomä (EURASIP J. Wirel. Commun. Netw., 2021)

Unsupervised method for video action segmentation through spatio-temporal and positional-encoded embeddings. - Guilherme de A. P. Marques; Antonio José G. Busson; Álan Lívio Vasconcelos Guedes; Julio Cesar Duarte; Sérgio Colcher (MMSys, 2022)

A Review of Testbeds on SCADA Systems with Malware Analysis. - Otavio Augusto Maciel Camargo; Julio Cesar Duarte; Anderson Fernandes Pereira dos Santos; Cesar Augusto Borges (RITA, 2022)

Application of Profile Prediction for Proactive Scheduling. - Allan Matheus Marques Dos Santos; Raquel Coelho Gomes Pinto; Julio Cesar Duarte; Bruno Richard Schulze (RITA, 2022)

Chatbot Optimization using Sentiment Analysis and Timeline Navigation. - Wagner da Silva Maciel Sodré; Julio Cesar Duarte (RITA, 2023)

FORTUNATE: Decrypting and Classifying Malware by Variable Length Instruction Sequences. - César Augusto Borges de Andrade; Geraldo P. Rocha Filho; Rodolfo I. Meneguette; João Paulo A. Maranhão; Ricardo Sant'Ana; Julio Cesar Duarte; André Luiz Marques Serrano; Vinícius P. Gonçalves 001 (CloudNet, 2024)

Exploiting Reverberation Fingerprints for Neural Network-Based Acoustic Emitter Localization. - José Antonio Apolinário; Antonio L. L. Ramos; Rigel Procópio Fernandes; Julio Cesar Duarte; Marcelo N. de Sousa (CoDIT, 2024)

Experimenting with Planning and Reasoning in Ad Hoc Teamwork Environments with Large Language Models. - Polyana Bezerra da Costa; Pedro Thiago Cutrim dos Santos; José Matheus Carvalho Boaro; Daniel de Sousa Moraes; Julio Cesar Duarte; Sérgio Colcher (ICAART (1), 2024)

Code smell severity classification at class and method level with a single manually labeled imbalanced dataset. - Fábio do Rosario Santos; Julio Cesar Duarte; Ricardo Choren (SBES, 2024)

Towards a microservices architecture to support communication in C2 applications. - Flavio Ferreira Da Silva Mosafi; Luís Ferreira Pires; Julio Cesar Duarte; Maria Cláudia Cavalcanti (SOSE, 2024)

A Middleware Architecture for Enhancing Multimedia Flows with High-Level Semantic Information. - José Matheus Carvalho Boaro; Polyana Bezerra da Costa; Daniel de Sousa Moraes; Pedro Thiago Cutrim dos Santos; João G. Ribeiro; Julio Cesar Duarte; Alberto Sardinha; Sérgio Colcher (IMX Workshops, 2024)

Learning Self-distilled Features for Facial Deepfake Detection Using Visual Foundation Models: General Results and Demographic Analysis. - Yan Martins Braz Gurevitz Cunha; Bruno Rocha Gomes; José Matheus Carvalho Boaro; Daniel de Sousa Moraes; Antonio José Grandson Busson; Julio Cesar Duarte; Sérgio Colcher (J. Interact. Syst., 2024)

Noise-Robust Automatic Speech Recognition: A Case Study for Communication Interference. - Julio Cesar Duarte; Sérgio Colcher (J. Interact. Syst., 2024)

Action Segmentation through Self-Supervised Video Features and Positional-Encoded Embeddings. - Guilherme de A. P. Marques; José Matheus Carvalho Boaro; Antonio José G. Busson; Álan L. V. Guedes; Julio Cesar Duarte; Sérgio Colcher (ACM Trans. Multim. Comput. Commun. Appl., 2024)

A Study on Vulnerability Explanation Using Large Language Models. - Lucas B. Germano; Julio Cesar Duarte (ICAART (3), 2025)

Evaluating Biased Synthetic Data Effects on Large Language Model-Based Software Vulnerability Detection. - Lucas B. Germano; Lincoln Q. Vieira; Ronaldo R. Goldschmidt; Julio Cesar Duarte; Ricardo Choren (ICAART (3), 2025)

Predicting Fluorescence Emission Wavelengths and Quantum Yields via Machine Learning. - Rubens C. Souza; Julio C. Duarte; Ronaldo R. Goldschmidt; Itamar Borges Jr. (J. Chem. Inf. Model., 2025)

Lightweight Malware Classification with FORTUNATE: Precision Meets Computational Efficiency. - César Augusto Borges de Andrade; Geraldo Pereira Rocha Filho; Rodolfo I. Meneguette; João Paulo A. Maranhão; Ricardo Sant'Ana; Julio Cesar Duarte; André Luiz Marques Serrano; Vinícius P. Gonçalves 001 (J. Internet Serv. Appl., 2025)