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cs.LG2024★ 1 cited
ReeFRAME: Reeb Graph based Trajectory Analysis Framework to Capture Top-Down and Bottom-Up Patterns of Life
Chandrakanth Gudavalli, Bowen Zhang, Connor Levenson +2
In this paper, we present ReeFRAME, a scalable Reeb graph-based framework designed to analyze vast volumes of GPS-enabled human trajectory data generated at 1Hz frequency. ReeFRAME…
cs.LG2019
Implicit Context-aware Learning and Discovery for Streaming Data Analytics
Kin Gwn Lore, Kishore K. Reddy
The performance of machine learning model can be further improved if contextual cues are provided as input along with base features that are directly related to an inference task.…