Kaveh Kamgar

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 11

Top Topics

Semantic Segmentation

Pairwise Comparison

Top Venues

Data Min. Knowl. Discov.

Publications

Sara Alaee, Ryan Mercer, Kaveh Kamgar, Eamonn J. Keogh
Time series motifs discovery under DTW allows more robust discovery of conserved structure. Data Min. Knowl. Discov. 35 (3) (2021)
Sara Alaee, Kaveh Kamgar, Eamonn J. Keogh
Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW. CoRR (2020)
Sara Alaee, Kaveh Kamgar, Eamonn J. Keogh
Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW. ICDM (2020)
Yan Zhu, 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
The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code. Data Min. Knowl. Discov. 34 (4) (2020)
Kaveh Kamgar, Eamonn J. Keogh, Zachary Zimmerman, Nader Shakibay Senobari, Gareth J. Funning, Brian Crites, Philip Brisk
Matrix Profile XIV: Scaling Time Series Motif Discovery with GPUs to Break a Quintillion Pairwise Comparisons a Day and Beyond. SoCC (2019)
Hoang Anh Dau, Anthony J. Bagnall, Kaveh Kamgar, Chin-Chia Michael Yeh, Yan Zhu, Shaghayegh Gharghabi, Chotirat Ann Ratanamahatana, Eamonn J. Keogh
The UCR time series archive. IEEE CAA J. Autom. Sinica 6 (6) (2019)
Kaveh Kamgar, Shaghayegh Gharghabi, Eamonn J. Keogh
Matrix Profile XV: Exploiting Time Series Consensus Motifs to Find Structure in Time Series Sets. ICDM (2019)
Zachary Zimmerman, Kaveh Kamgar, Nader Shakibay Senobari, Brian Crites, Gareth J. Funning, Philip Brisk, Eamonn J. Keogh
Matrix Profile XIV: Scaling Time Series Motif Discovery with GPUs to Break a Quintillion Pairwise Comparisons a Day and Beyond. SoCC (2019)
Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Kaveh Kamgar, Eamonn J. Keogh
Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds. ICDM (2018)
Hoang Anh Dau, Anthony J. Bagnall, Kaveh Kamgar, Chin-Chia Michael Yeh, Yan Zhu, Shaghayegh Gharghabi, Chotirat Ann Ratanamahatana, Eamonn J. Keogh
The UCR Time Series Archive. CoRR (2018)
Shaghayegh Gharghabi, Yifei Ding, Chin-Chia Michael Yeh, Kaveh Kamgar, Liudmila Ulanova, Eamonn J. Keogh
Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels. ICDM (2017)