Rafael Giusti

According to our database, Rafael Giusti authored at least 18 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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, September, 2024

LeakPred: An Approach for Identifying Components with Resource Leaks in Android Mobile Applications.

Josias Gomes Lima, Rafael Giusti, Arilo Claudio Dias-Neto

Comput., June, 2024

2022

Short-and-Long-Term Impact of Initialization Functions in NeuroEvolution.

Lucas Gabriel Coimbra Evangelista, Rafael Giusti

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

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

Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2021

Predicting Student Performance Based on Logs in Moodle LMS.

Mariela Mizota Tamada, Rafael Giusti, José Francisco de Magalhães Netto

Proceedings of the IEEE Frontiers in Education Conference, 2021

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

A Model for Predicting Music Popularity on Streaming Platforms.

Carlos Vicente Soares Araujo, Marco Antônio Pinheiro de Cristo, Rafael Giusti

RITA, 2020

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

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Predicting Music Popularity Using Music Charts.

Carlos Vicente Soares Araujo, Marco Antônio Pinheiro de Cristo, Rafael Giusti

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

<i>Asfault: </i> 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

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

2016

Improved Time Series Classification with Representation Diversity and SVM.

Rafael Giusti, Diego Furtado Silva, Gustavo E. A. P. A. Batista

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

2015

Time Series Classification with Representation Ensembles.

Rafael Giusti, Diego Furtado Silva, Gustavo E. A. P. A. Batista

Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

2013

An Empirical Comparison of Dissimilarity Measures for Time Series Classification.

Rafael Giusti, Gustavo E. A. P. A. Batista

Proceedings of the Brazilian Conference on Intelligent Systems, 2013

2012

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

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

2010

Discovering Knowledge Rules with Multi-Objective Evolutionary Computing.

Rafael Giusti, Gustavo E. A. P. A. Batista

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

2008

Evaluating Ranking Composition Methods for Multi-Objective Optimization of Knowledge Rules.

Rafael Giusti, Gustavo E. A. P. A. Batista, Ronaldo Cristiano Prati

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2006

A Multi-Objective Evolutionary Algorithm to Build Knowledge Classification Rules with Specific Properties.

Adriano Donizete Pila, Rafael Giusti, Ronaldo C. Prati, Maria Carolina Monard

Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006