A Multi-Objective Evolutionary Algorithm to Build Knowledge Classification Rules with Specific Properties. - Adriano Donizete Pila; Rafael Giusti; Ronaldo C. Prati; Maria Carolina Monard (HIS, 2006)

Evaluating Ranking Composition Methods for Multi-Objective Optimization of Knowledge Rules. - Rafael Giusti; Gustavo E. A. P. A. Batista; Ronaldo Cristiano Prati (HIS, 2008)

Discovering Knowledge Rules with Multi-Objective Evolutionary Computing. - Rafael Giusti; Gustavo E. A. P. A. Batista (ICMLA, 2010)

Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies. - Diego Furtado Silva; Vinícius M. A. de Souza; Gustavo E. A. P. A. Batista; Rafael Giusti (IBERAMIA, 2012)

An Empirical Comparison of Dissimilarity Measures for Time Series Classification. - Rafael Giusti; Gustavo E. A. P. A. Batista (BRACIS, 2013)

Time Series Classification with Representation Ensembles. - Rafael Giusti; Diego Furtado Silva; Gustavo E. A. P. A. Batista (IDA, 2015)

Improved Time Series Classification with Representation Diversity and SVM. - Rafael Giusti; Diego Furtado Silva; Gustavo E. A. P. A. Batista (ICMLA, 2016)

Speeding up similarity search under dynamic time warping by pruning unpromising alignments. - Diego Furtado Silva; Rafael Giusti; Eamonn J. Keogh; Gustavo E. A. P. A. Batista (Data Min. Knowl. Discov., 2018)

Asfault: A low-cost system to evaluate pavement conditions in real-time using smartphones and machine learning. - Vinícius M. A. de Souza; Rafael Giusti; Antonio J. L. Batista (Pervasive Mob. Comput., 2018)

Predicting Music Popularity Using Music Charts. - Carlos Vicente Soares Araujo; Marco Antônio Pinheiro de Cristo; Rafael Giusti (ICMLA, 2019)

A Decision-Based Dynamic Ensemble Selection Method for Concept Drift. - Regis Antonio Saraiva Albuquerque; Albert Franca Josua Costa; Eulanda Miranda dos Santos; Robert Sabourin; Rafael Giusti (ICTAI, 2019)

A Model for Predicting Music Popularity on Streaming Platforms. - Carlos Vicente Soares Araujo; Marco Antônio Pinheiro de Cristo; Rafael Giusti (RITA, 2020)

An overview of unsupervised drift detection methods. - Rosana Noronha Gemaque; Albert França Josuá Costa; Rafael Giusti; Eulanda Miranda dos Santos (WIREs Data Mining Knowl. Discov., 2020)

Predicting Student Performance Based on Logs in Moodle LMS. - Mariela Mizota Tamada; Rafael Giusti; José Francisco de Magalhães Netto (FIE, 2021)

Detecting Test Audio Signal Automatically with Fourier Analysis and Pattern Recognition. - Luciana R. Costa; Alexandre M. Uchoa; Rafael Giusti; Eulanda M. dos Santos; Agemilson Pimentel; Caio F. S. Cruz; Ruan J. S. Belém; André S. Costa; Anderson S. Jesus; Lucas Gabriel Coimbra Evangelista; Osmar A. da Silva (ICCE-TW, 2021)

Short-and-Long-Term Impact of Initialization Functions in NeuroEvolution. - Lucas Gabriel Coimbra Evangelista; Rafael Giusti (BRACIS (1), 2022)

Deep Learning Approach to Temporal Dimensionality Reduction of Volumetric Computed Tomography. - Lucas Almeida da Silva; Eulanda Miranda dos Santos; Rafael Giusti (BRACIS (1), 2024)

LeakPred: An Approach for Identifying Components with Resource Leaks in Android Mobile Applications. - Josias Gomes Lima; Rafael Giusti; Arilo Claudio Dias-Neto (Comput., 2024)

Inferring ECG Waveforms from PPG Signals with a Modified U-Net Neural Network. - Rafael Albuquerque Pinto; Hygo Sousa De Oliveira; Eduardo Souto; Rafael Giusti; Rodrigo Veras (Sensors, 2024)

Analysis of Descriptors of Concept Drift and Their Impacts. - Albert Costa; Rafael Giusti; Eulanda M. dos Santos (Informatics, 2025)