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There is now a CONTENT FREEZE for Mercury while we switch to a new platform. It began on Friday, March 10 at 6pm and will end on Wednesday, March 15 at noon. No new content can be created during this time, but all material in the system as of the beginning of the freeze will be migrated to the new platform, including users and groups. Functionally the new site is identical to the old one. webteam@gatech.edu
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Title: In-situ Semantic Segmentation of Streaming Time-series Data
Committee:
Dr. Anderson, Advisor
Dr. Dyer, Chair
Dr. Inan
Abstract: The objective of the proposed research is to build a tool that notices key observations for scientists. It will semantically segment heterogeneous, multi-channel streaming data in-situ in a resource-constrained package and quickly present it in a useful manner. We will investigate metrics for this tool that do not rely on ground truth labels. Finally, we will present a constrained proof-of-concept “live” demonstration. Ultimately, this will be released as a tool for exploration that facilitates the study of how the best human learners learn in-situ.
