Hoang Anh Dau

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

Generating Synthetic Time Series to Augment Sparse Datasets

Germain Forestier, François Petitjean, Hoang Anh Dau et al. · 2017 · 174 citations · Full text

Engineering, Machine Learning, Data Generation +19

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

The UEA multivariate time series classification archive, 2018

Anthony Bagnall, Hoang Anh Dau, Jason Lines et al. · arXiv (Cornell University) · 2018 · 96 citations · Full text

Engineering, Machine Learning, East Anglia +21

Optimizing dynamic time warping’s window width for time series data mining applications

Hoang Anh Dau, Diego Furtado Silva, François Petitjean et al. · Data Mining and Knowledge Discovery · 2018 · 92 citations · Full text

Engineering, Data Science, Data Mining +10