Rafael Giusti

20 papers B 2C 6Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analysis of Descriptors of Concept Drift and Their Impacts.
Informatics
Albert Costa, Rafael Giusti, Eulanda M. dos Santos
2024 — conf
Deep Learning Approach to Temporal Dimensionality Reduction of Volumetric Computed Tomography.
BRACIS (1)
Lucas Almeida da Silva, Eulanda Miranda dos Santos, Rafael Giusti
2024 J jnl
Inferring ECG Waveforms from PPG Signals with a Modified U-Net Neural Network.
Sensors
Rafael Albuquerque Pinto, Hygo Sousa De Oliveira, Eduardo Souto, Rafael Giusti, Rodrigo Veras
2024 J jnl
LeakPred: An Approach for Identifying Components with Resource Leaks in Android Mobile Applications.
Comput.
Josias Gomes Lima, Rafael Giusti, Arilo Claudio Dias-Neto
2022 — conf
Short-and-Long-Term Impact of Initialization Functions in NeuroEvolution.
BRACIS (1)
Lucas Gabriel Coimbra Evangelista, Rafael Giusti
2021 — conf
Detecting Test Audio Signal Automatically with Fourier Analysis and Pattern Recognition.
ICCE-TW
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
2021 C conf
Predicting Student Performance Based on Logs in Moodle LMS.
FIE
Mariela Mizota Tamada, Rafael Giusti, José Francisco de Magalhães Netto
2020 J jnl
A Model for Predicting Music Popularity on Streaming Platforms.
RITA
Carlos Vicente Soares Araujo, Marco Antônio Pinheiro de Cristo, Rafael Giusti
2020 J jnl
An overview of unsupervised drift detection methods.
WIREs Data Mining Knowl. Discov.
Rosana Noronha Gemaque, Albert França Josuá Costa, Rafael Giusti, Eulanda Miranda dos Santos
2019 B conf
A Decision-Based Dynamic Ensemble Selection Method for Concept Drift.
ICTAI
Regis Antonio Saraiva Albuquerque, Albert Franca Josua Costa, Eulanda Miranda dos Santos, Robert Sabourin, Rafael Giusti
2019 J jnl
A Decision-Based Dynamic Ensemble Selection Method for Concept Drift.
CoRR
Regis Antonio Saraiva Albuquerque, Albert Franca Josua Costa, Eulanda Miranda dos Santos, Robert Sabourin, Rafael Giusti
2019 C conf
Predicting Music Popularity Using Music Charts.
ICMLA
Carlos Vicente Soares Araujo, Marco Antônio Pinheiro de Cristo, Rafael Giusti
2018 J jnl
Speeding up similarity search under dynamic time warping by pruning unpromising alignments.
Data Min. Knowl. Discov.
Diego Furtado Silva, Rafael Giusti, Eamonn J. Keogh, Gustavo E. A. P. A. Batista
2016 C conf
Improved Time Series Classification with Representation Diversity and SVM.
ICMLA
Rafael Giusti, Diego Furtado Silva, Gustavo E. A. P. A. Batista
2015 B conf
Time Series Classification with Representation Ensembles.
IDA
Rafael Giusti, Diego Furtado Silva, Gustavo E. A. P. A. Batista
2013 — conf
An Empirical Comparison of Dissimilarity Measures for Time Series Classification.
BRACIS
Rafael Giusti, Gustavo E. A. P. A. Batista
2012 — conf
Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies.
IBERAMIA
Diego Furtado Silva, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Rafael Giusti
2010 C conf
Discovering Knowledge Rules with Multi-Objective Evolutionary Computing.
ICMLA
Rafael Giusti, Gustavo E. A. P. A. Batista
2008 C conf
Evaluating Ranking Composition Methods for Multi-Objective Optimization of Knowledge Rules.
HIS
Rafael Giusti, Gustavo E. A. P. A. Batista, Ronaldo Cristiano Prati
2006 C conf
A Multi-Objective Evolutionary Algorithm to Build Knowledge Classification Rules with Specific Properties.
HIS
Adriano Donizete Pila, Rafael Giusti, Ronaldo C. Prati, Maria Carolina Monard