Diego Furtado Silva

Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets

Chin‐Chia Michael Yeh, Yan Zhu, Liudmila Ulanova et al. · 2016 · 621 citations

Computing, Computer Science, Data Mining +14

Class imbalance revisited: a new experimental setup to assess the performance of treatment methods

Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Diego Furtado Silva · Knowledge and Information Systems · 2014 · 181 citations · Full text

Public Health, Biostatistics, Data Science +7

Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile

Chin‐Chia Michael Yeh, Yan Zhu, Liudmila Ulanova et al. · Data Mining and Knowledge Discovery · 2017 · 132 citations

Computing, Data Science, Data Mining +10

Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation

Diego Furtado Silva, Gustavo E. A. P. A. Batista · 2016 · 120 citations

Computing, Data Science, Data Mining +14

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