Vinícius M. A. Souza

CID: an efficient complexity-invariant distance for time series

Gustavo E. A. P. A. Batista, Eamonn Keogh, Oben M. Tataw et al. · Data Mining and Knowledge Discovery · 2013 · 350 citations · Full text

Computing, Computer Science, Mathematics +9

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 · 329 citations · Full text

Computing, Data Science, Machine Learning +13

A Large Comparison of Normalization Methods on Time Series

Felipe Tomazelli Lima, Vinícius M. A. Souza · Big Data Research · 2023 · 119 citations

Computing, Data Science, Data Mining +15

Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency

Vinícius M. A. Souza, Diego Furtado Silva, João Gama et al. · 2015 · 112 citations · Full text

Computing, Computer Science, Data Mining +10

Exploring Low Cost Laser Sensors to Identify Flying Insect Species

Diego Furtado Silva, Vinícius M. A. Souza, Daniel P. W. Ellis et al. · Journal of Intelligent & Robotic Systems · 2015 · 96 citations · Full text

Engineering, Aerospace Engineering, Entomology +12