Antonio Rafael Sabino Parmezan

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. Souza, Gustavo E. A. P. A. Batista · Information Sciences · 2019 · 316 citations · Full text

Intelligent Forecasting, Forecasting Methodology, Probabilistic Forecasting +11

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

Antonio Rafael Sabino Parmezan, Huei Lee, Feng Chung Wu · Expert Systems with Applications · 2017 · 59 citations

Evolutionary Data Mining, Data Classification, Engineering +12

Automatic recommendation of feature selection algorithms based on dataset characteristics

Antonio Rafael Sabino Parmezan, Huei Lee, Newton Spolaôr et al. · Expert Systems with Applications · 2021 · 36 citations

Engineering, Information Retrieval, Data Science +12

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

Huei Lee, Ana Isabel Mendes, Newton Spolaôr et al. · Knowledge-Based Systems · 2018 · 34 citations

Dermoscopic Image, Empirical Guidelines, Surgical Pathology +9

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

Newton Spolaôr, Huei Lee, Ana Isabel Mendes et al. · Multimedia Tools and Applications · 2023 · 34 citations · Full text

Image Analysis, Machine Learning, Deep Learning +15