Document Type

Article

Publication Date

July 2025

Patent Number

12353467

CPC

G06F 16/353 , G06F 16/285 , G06F 16/287 , G06F 18/24 , G06F 16/2474 , G06F 17/18 , G06N 20/00

Abstract

In accordance with some embodiments, systems, methods, and media for processing and representing multivariate sensor information gathered from multiple sources are provided. In some embodiments, the method comprises: receiving a data sequences from respective sources; identifying a shortest data sequence that corresponds to a first interval; calculating, for pairs of data sequences, a similarity value over the first interval; forming a first segment of a representative data sequence that is a weighted combination of the data sequences over the first interval based on similarity values associated with the data sequences; truncating at least a subset of data sequences to exclude elements corresponding to the first interval; identifying a shortest data sequence corresponding to a second interval; forming a second segment of the representative data sequence based on similarity values associated with the data sequences; and concatenating the first segment and the second segment of the representative data sequence.

Application Number

18/502620

Assignees

University of South Florida

Filing Date

11/06/2023

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