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Rafael Giusti

Observed name: Giusti, Rafael
ORCID: 0000-0002-1288-7126
Observed ORCID: 0000-0002-1288-7126
OpenAlex ID: A5003971616
An overview of unsupervised drift detection methods
2020 · Rosana Noronha Gemaque, Albert França Josuá Costa, et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 157
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Speeding up similarity search under dynamic time warping by pruning unpromising alignments
2018 · Diego F. Silva, Rafael Giusti, et al. · Data Mining and Knowledge Discovery · 98
Asfault: A low-cost system to evaluate pavement conditions in real-time using smartphones and machine learning
2018 · Vinicius M.A. Souza, Rafael Giusti, et al. · Pervasive and Mobile Computing · 74
An Empirical Comparison of Dissimilarity Measures for Time Series Classification
2013 · Rafael Giusti, Gustavo E.A.P.A. Batista · Brazilian Conference on Intelligent Systems · 66
Predicting Students at Risk of Dropout in Technical Course Using LMS Logs
2022 · Mariela Mizota Tamada, Rafael Giusti, et al. · Electronics · 63
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Predicting Music Popularity Using Music Charts
2019 · Carlos Vicente Soares Araujo, Marco Antonio Pinheiro de Cristo, et al. · International Conference on Machine Learning and Applications · 30
Predicting Music Popularity on Streaming Platforms
2019 · Carlos Soares Araujo, Marco Cristo, et al. · Simpósio Brasileiro de Computação Musical (SBCM) · 27
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Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies
2012 · Diego F. Silva, Vinícius M. A. de Souza, et al. · Lecture notes in computer science · 27
Predicting Student Performance Based on Logs in Moodle LMS
2021 · Mariela Mizota Tamada, Rafael Giusti, et al. · IEEE Frontiers in Education Conference (FIE) · 25
Analysis of Descriptors of Concept Drift and Their Impacts
2025 · Albert Costa, Rafael Giusti, et al. · Informatics · 16
Automatic detection of spelling variation in historical corpus An application to build a Brazilian Portuguese spelling variants dictionary
2007 · Rafael Giusti, Arnaldo Cândido, et al. · 16
A Decision-Based Dynamic Ensemble Selection Method for Concept Drift
2019 · Régis Antônio S. Albuquerque, Albert F. Josuá Costa, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 13
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Inferring ECG Waveforms from PPG Signals with a Modified U-Net Neural Network
2024 · Rafael Albuquerque Pinto, Hygo Sousa De Oliveira, et al. · Sensors · 12
A Model for Predicting Music Popularity on Streaming Platforms
2020 · Carlos Vicente Soares Araujo, Marco Antônio Pinheiro de Cristo, et al. · Revista de Informática Teórica e Aplicada · 12
Evaluating Ranking Composition Methods for Multi-Objective Optimization of Knowledge Rules
2008 · Rafael Giusti, Gustavo E.A.P.A. Batista, et al. · International Conference on Hybrid Intelligent Systems (HIS) · 11
Improved Time Series Classification with Representation Diversity and SVM
2016 · Rafael Giusti, Diego F. Silva, et al. · International Conference on Machine Learning and Applications · 9
Spatio-Temporal Deep Learning-Based Methods for Defect Detection: An Industrial Application Study Case
2021 · Lucas A. da Silva, Eulanda M. dos Santos, et al. · Applied Sciences · 8
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A Multi-Objective Evolutionary Algorithm to Build Knowledge Classification Rules with Specific Properties
2006 · Adriano D. Pila, Rafael Giusti, et al. · International Conference on Hybrid Intelligent Systems (HIS) · 7
Time Series Classification with Representation Ensembles
2015 · Rafael Giusti, Diego F. Silva, et al. · Lecture notes in computer science · 6
Estimation of Systolic and Diastolic Blood Pressure for Hypertension Identification from Photoplethysmography Signals
2024 · Hygo Sousa De Oliveira, Rafael Albuquerque Pinto, et al. · Applied Sciences · 5
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Short-and-Long-Term Impact of Initialization Functions in NeuroEvolution
2022 · Lucas Gabriel Coimbra Evangelista, Rafael Giusti · Lecture notes in computer science · 2
Discovering Knowledge Rules with Multi-Objective Evolutionary Computing
2010 · Rafael Giusti, Gustavo E.A.P.A. Batista · International Conference on Machine Learning and Applications · 2
Infant Movement Detection via Eigenvalue-Entropy Based Subspace Method
2024 · Leonardo Yuto Suzuki Camelo, Bernardo Bentes Gatto, et al. · 1
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LeakPred: An Approach for Identifying Components with Resource Leaks in Android Mobile Applications
2024 · Josias Gomes Lima, Rafael Giusti, et al. · Computers · 1
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Rede Neural IncResU-Net para Inferência de Sinais Eletrocardiograma a partir de Sinais Fotopletismograma
2023 · Rafael Albuquerque Pinto, Hygo de Oliveira, et al. · 1
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Works count: 39
Citation count: 691
H-index: 12
I10-index: 15
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