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
Parmezan, Antonio Rafael Sabino, Souza, Vinicius M.A., Batista, Gustavo E.A.P.A.
Published in Information sciences (01.05.2019)
Published in Information sciences (01.05.2019)
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Journal Article
Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines
Lee, Huei Diana, Mendes, Ana Isabel, Spolaôr, Newton, Oliva, Jefferson Tales, Sabino Parmezan, Antonio Rafael, Wu, Feng Chung, Fonseca-Pinto, Rui
Published in Knowledge-based systems (15.10.2018)
Published in Knowledge-based systems (15.10.2018)
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Journal Article
Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets
Spolaôr, Newton, Lee, Huei Diana, Mendes, Ana Isabel, Nogueira, Conceição, Parmezan, Antonio Rafael Sabino, Takaki, Weber Shoity Resende, Coy, Claudio Saddy Rodrigues, Wu, Feng Chung, Fonseca-Pinto, Rui
Published in Multimedia tools and applications (01.03.2024)
Published in Multimedia tools and applications (01.03.2024)
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Journal Article
A video indexing and retrieval computational prototype based on transcribed speech
Spolaôr, Newton, Lee, Huei Diana, Takaki, Weber Shoity Resende, Ensina, Leandro Augusto, Parmezan, Antonio Rafael Sabino, Oliva, Jefferson Tales, Coy, Claudio Saddy Rodrigues, Wu, Feng Chung
Published in Multimedia tools and applications (01.10.2021)
Published in Multimedia tools and applications (01.10.2021)
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Journal Article
A Study of the Use of Complexity Measures in the Similarity Search Process Adopted by kNN Algorithm for Time Series Prediction
Sabino Parmezan, Antonio Rafael, Batista, Gustavo E.A.P.A.
Published in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) (01.12.2015)
Published in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) (01.12.2015)
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Conference Proceeding