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 · 607 citations

Engineering, Structural Pattern Recognition, Novelty Discovery +18

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 · 179 citations · Full text

Selection Bias, Class Imbalance, Bias +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 · 131 citations

Engineering, Structural Pattern Recognition, Data Science +11

Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation

Diego Furtado Silva, Gustavo E. A. P. A. Batista · 2016 · 118 citations

Low-rank Approximation, Engineering, Matrix Factorization +12

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 · 111 citations · Full text