Sara Alaee

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 9

Top Topics

Motif Discovery Algorithm

Subsequence Matching

Geometrical Features

Top Venues

Data Min. Knowl. Discov.

Publications

Ryan Mercer, Sara Alaee, Alireza Abdoli, Nader Shakibay Senobari, Shailendra Singh, Amy C. Murillo, Eamonn J. Keogh
Introducing the contrast profile: a novel time series primitive that allows real world classification. Data Min. Knowl. Discov. 36 (2) (2022)
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)
Ryan Mercer, Sara Alaee, Alireza Abdoli, Shailendra Singh, Amy C. Murillo, Eamonn J. Keogh
Matrix Profile XXIII: Contrast Profile: A Novel Time Series Primitive that Allows Real World Classification. ICDM (2021)
Sara Alaee, Kaveh Kamgar, Eamonn J. Keogh
Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW. CoRR (2020)
Alireza Abdoli, Sara Alaee, Shima Imani, Amy C. Murillo, Alec C. Gerry, Leslie Hickle, Eamonn J. Keogh
Fitbit for Chickens?: Time Series Data Mining Can Increase the Productivity of Poultry Farms. KDD (2020)
Sara Alaee, Alireza Abdoli, Christian R. Shelton, Amy C. Murillo, Alec C. Gerry, Eamonn J. Keogh
Features or Shape? Tackling the False Dichotomy of Time Series Classification. SDM (2020)
Sara Alaee, Kaveh Kamgar, Eamonn J. Keogh
Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW. ICDM (2020)
Shima Imani, Sara Alaee, Eamonn J. Keogh
Putting the Human in the Time Series Analytics Loop. WWW (Companion Volume) (2019)
Sara Alaee, Alireza Abdoli, Christian R. Shelton, Amy C. Murillo, Alec C. Gerry, Eamonn J. Keogh
Features or Shape? Tackling the False Dichotomy of Time Series Classification. CoRR (2019)
Reza Shojaee, Hamid Reza Faragardi, Sara Alaee, Nasser Yazdani
A new Cat Swarm Optimization based algorithm for reliability-oriented task allocation in distributed systems. IST (2012)