Sara Alaee

According to our database, Sara Alaee authored at least 9 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Introducing the contrast profile: a novel time series primitive that allows real world classification.

Ryan Mercer, Sara Alaee, Alireza Abdoli, Nader Shakibay Senobari, Shailendra Singh, Amy C. Murillo, Eamonn J. Keogh

Data Min. Knowl. Discov., 2022

2021

Novel Tools and Algorithms for Time Series Analysis.

Sara Alaee

PhD thesis, 2021

Time series motifs discovery under DTW allows more robust discovery of conserved structure.

Sara Alaee, Ryan Mercer, Kaveh Kamgar, Eamonn J. Keogh

Data Min. Knowl. Discov., 2021

Matrix Profile XXIII: Contrast Profile: A Novel Time Series Primitive that Allows Real World Classification.

Ryan Mercer, Sara Alaee, Alireza Abdoli, Shailendra Singh, Amy C. Murillo, Eamonn J. Keogh

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Features or Shape? Tackling the False Dichotomy of Time Series Classification.

Sara Alaee, Alireza Abdoli, Christian R. Shelton, Amy C. Murillo, Alec C. Gerry, Eamonn J. Keogh

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Fitbit for Chickens?: Time Series Data Mining Can Increase the Productivity of Poultry Farms.

Alireza Abdoli, Sara Alaee, Shima Imani, Amy C. Murillo, Alec C. Gerry, Leslie Hickle, Eamonn J. Keogh

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW.

Sara Alaee, Kaveh Kamgar, Eamonn J. Keogh

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

Putting the Human in the Time Series Analytics Loop.

Shima Imani, Sara Alaee, Eamonn J. Keogh

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

2012

A new Cat Swarm Optimization based algorithm for reliability-oriented task allocation in distributed systems.

Reza Shojaee, Hamid Reza Faragardi, Sara Alaee, Nasser Yazdani

Proceedings of the 6th International Symposium on Telecommunications, 2012