Similarity Search in Continuous Data with Evolving Distance Metric

Similarity search is a task fundamental to many machine learning and data analytics applications, where distance metric learning plays an important role. However, since modern online applications continuously produce objects with new characteristics which tend to change over time, state-of-the-art s...

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Bibliographic Details
Main Author: Zhang, Hauyi
Other Authors: Elke A. Rundensteiner, Advisor
Format: Others
Published: Digital WPI 2018
Subjects:
Online Access:https://digitalcommons.wpi.edu/etd-theses/1253
https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=2265&context=etd-theses