Shaghayegh Gharghabi

Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels

Shaghayegh Gharghabi, Yifei Ding, Chin‐Chia Michael Yeh et al. · 2017 · 97 citations

Scene Analysis, Superhuman Performance Levels, Machine Learning +26

Domain agnostic online semantic segmentation for multi-dimensional time series

Shaghayegh Gharghabi, Chin‐Chia Michael Yeh, Yifei Ding et al. · Data Mining and Knowledge Discovery · 2018 · 61 citations · Full text

Matrix Profile XII: MPdist: A Novel Time Series Distance Measure to Allow Data Mining in More Challenging Scenarios

Shaghayegh Gharghabi, Shima Imani, Anthony Bagnall et al. · 2018 · 49 citations

Engineering, Machine Learning, Pattern Mining +19

An ultra-fast time series distance measure to allow data mining in more complex real-world deployments

Shaghayegh Gharghabi, Shima Imani, Anthony Bagnall et al. · Data Mining and Knowledge Discovery · 2020 · 35 citations

Cluster Computing, Real-time Analytics, Complex Real-world Deployments +11

The UCR time series archive

Hoang Anh Dau, Anthony Bagnall, Kaveh Kamgar et al. · IEEE/CAA Journal of Automatica Sinica · 2019 · 34 citations · Full text

Engineering, Pattern Discovery, Pattern Mining +19