Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels. - Shaghayegh Gharghabi; Yifei Ding; Chin-Chia Michael Yeh; Kaveh Kamgar; Liudmila Ulanova; Eamonn J. Keogh (ICDM, 2017)

Matrix Profile XII: MPdist: A Novel Time Series Distance Measure to Allow Data Mining in More Challenging Scenarios. - Shaghayegh Gharghabi; Shima Imani; Anthony J. Bagnall; Amirali Darvishzadeh; Eamonn J. Keogh (ICDM, 2018)

CNN-BLSTM-CRF Network for Semantic Labeling of Students' Online Handwritten Assignments. - Amirali Darvishzadeh; Thomas F. Stahovich; Amir Feghahati; Negin Entezari; Shaghayegh Gharghabi; Reed Kanemaru; Christian R. Shelton (ICDAR, 2019)

Matrix Profile XV: Exploiting Time Series Consensus Motifs to Find Structure in Time Series Sets. - Kaveh Kamgar; Shaghayegh Gharghabi; Eamonn J. Keogh (ICDM, 2019)

Domain agnostic online semantic segmentation for multi-dimensional time series. - Shaghayegh Gharghabi; Chin-Chia Michael Yeh; Yifei Ding; Wei Ding 003; Paul Hibbing; Samuel LaMunion; Andrew Kaplan; Scott E. Crouter; Eamonn J. Keogh (Data Min. Knowl. Discov., 2019)

Correction to: Domain agnostic online semantic segmentation for multi-dimensional time series. - Shaghayegh Gharghabi; Chin-Chia Michael Yeh; Yifei Ding; Wei Ding 003; Paul Hibbing; Samuel LaMunion; Andrew Kaplan; Scott E. Crouter; Eamonn J. Keogh (Data Min. Knowl. Discov., 2019)

The UCR time series archive. - Hoang Anh Dau; Anthony J. Bagnall; Kaveh Kamgar; Chin-Chia Michael Yeh; Yan Zhu 014; Shaghayegh Gharghabi; Chotirat Ann Ratanamahatana; Eamonn J. Keogh (IEEE CAA J. Autom. Sinica, 2019)

An ultra-fast time series distance measure to allow data mining in more complex real-world deployments. - Shaghayegh Gharghabi; Shima Imani; Anthony J. Bagnall; Amirali Darvishzadeh; Eamonn J. Keogh (Data Min. Knowl. Discov., 2020)

The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code. - Yan Zhu 014; Shaghayegh Gharghabi; Diego Furtado Silva; Hoang Anh Dau; Chin-Chia Michael Yeh; Nader Shakibay Senobari; Abdulaziz Almaslukh; Kaveh Kamgar; Zachary Zimmerman; Gareth J. Funning; Abdullah Mueen; Eamonn J. Keogh (Data Min. Knowl. Discov., 2020)

A Novel Distance Measure and Semantic Segmentation for Time Series Data. - Shaghayegh Gharghabi (2020)

Learning to Retrieve for Job Matching. - Jianqiang Shen; Yuchin Juan; Shaobo Zhang; Ping Liu 002; Wen Pu; Sriram Vasudevan; Qingquan Song; Fedor Borisyuk; Kay Qianqi Shen; Haichao Wei; Yunxiang Ren; Yeou S. Chiou; et al. (CoRR, 2024)