Antonio Rafael Sabino Parmezan

According to our database, Antonio Rafael Sabino Parmezan authored at least 18 papers between 2015 and 2024.

Collaborative distances:

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

2024

Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets.

Newton Spolaôr, Huei Diana Lee, Ana Isabel Mendes, Conceição Veloso Nogueira, Antonio Rafael Sabino Parmezan, Weber Shoity Resende Takaki, Cláudio Saddy Rodrigues Coy, Feng Chung Wu, Rui Fonseca-Pinto

Multim. Tools Appl., March, 2024

2023

Fairness-Aware Model Selection Using Differential Item Functioning.

Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes

Proceedings of the International Conference on Machine Learning and Applications, 2023

DIF-SR: A Differential Item Functioning-Based Sample Reweighting Method.

Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022

Hierarchical classification of pollinating flying insects under changing environments.

Antonio Rafael Sabino Parmezan, Vinícius M. A. de Souza, Arpita Seth, Indre Zliobaite, Gustavo E. A. P. A. Batista

Ecol. Informatics, 2022

Time Series Prediction via Similarity Search: Exploring Invariances, Distance Measures and Ensemble Functions.

Antonio Rafael Sabino Parmezan, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista

IEEE Access, 2022

Geographic Context-Based Stacking Learning for Election Prediction from Socio-economic Data.

Tiago Pinho da Silva, Antonio Rafael Sabino Parmezan, Gustavo E. A. P. A. Batista

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

Sequential Short-Text Classification from Multiple Textual Representations with Weak Supervision.

Ivan J. Reis Filho, Luiz H. D. Martins, Antonio Rafael Sabino Parmezan, Ricardo M. Marcacini, Solange O. Rezende

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

2021

A video indexing and retrieval computational prototype based on transcribed speech.

Newton Spolaôr, Huei Diana Lee, Weber Shoity Resende Takaki, Leandro Augusto Ensina, Antonio Rafael Sabino Parmezan, Jefferson Tales Oliva, Cláudio Saddy Rodrigues Coy, Feng Chung Wu

Multim. Tools Appl., 2021

Efficient unsupervised drift detector for fast and high-dimensional data streams.

Vinícius M. A. de Souza, Antonio Rafael Sabino Parmezan, Farhan Asif Chowdhury, Abdullah Mueen

Knowl. Inf. Syst., 2021

Analysing Spatio-Temporal Voting Patterns in Brazilian Elections Through a Simple Data Science Pipeline.

L. H. M. Jacintho, Tiago Pinho da Silva, Antonio Rafael Sabino Parmezan, Gustavo E. A. P. A. Batista

J. Inf. Data Manag., 2021

Automatic recommendation of feature selection algorithms based on dataset characteristics.

Antonio Rafael Sabino Parmezan, Huei Diana Lee, Newton Spolaôr, Feng Chung Wu

Expert Syst. Appl., 2021

A Graph-Based Spatial Cross-Validation Approach for Assessing Models Learned with Selected Features to Understand Election Results.

Tiago Pinho da Silva, Antonio Rafael Sabino Parmezan, Gustavo E. A. P. A. Batista

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

A Combination of Local Approaches for Hierarchical Music Genre Classification.

Antonio Rafael Sabino Parmezan, Diego Furtado Silva, Gustavo E. A. P. A. Batista

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

2019

Evaluation of statistical and machine learning models for time series prediction: Identifying the state-of-the-art and the best conditions for the use of each model.

Antonio Rafael Sabino Parmezan, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista

Inf. Sci., 2019

2018

Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines.

Huei Diana Lee, Ana Isabel Mendes, Newton Spolaôr, Jefferson Tales Oliva, Antonio Rafael Sabino Parmezan, Feng Chung Wu, Rui Fonseca-Pinto

Knowl. Based Syst., 2018

Towards Hierarchical Classification of Data Streams.

Antonio Rafael Sabino Parmezan, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Metalearning for choosing feature selection algorithms in data mining: Proposal of a new framework.

Antonio Rafael Sabino Parmezan, Huei Diana Lee, Feng Chung Wu

Expert Syst. Appl., 2017

2015

A Study of the Use of Complexity Measures in the Similarity Search Process Adopted by kNN Algorithm for Time Series Prediction.

Antonio Rafael Sabino Parmezan, Gustavo E. A. P. A. Batista

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015