Supplementary Material for Uncertainty-aware Spectral Visualization

DOI

In this supplemental material, we provide supplemental information (PDF document with derivations of the results presented in the paper and two additional use cases) and the supplementary video for uncertainty-aware spectral analysis. We model an uncertain time series as a multivariate Gaussian process. We propagate the uncertainty and explicitly compute the probability distribution in the spectral domain. In the video, we use our interactive visual analysis tool to analyze these distributions. This material complements the paper on Uncertainty-aware Spectral Visualization.

Identifier
DOI https://doi.org/10.18419/darus-4447
Metadata Access https://darus.uni-stuttgart.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.18419/darus-4447
Provenance
Creator Evers, Marina ORCID logo; Weiskopf, Daniel ORCID logo
Publisher DaRUS
Contributor Evers, Marina; Weiskopf, Daniel
Publication Year 2024
Funding Reference DFG 251654672
Rights CC BY 4.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/licenses/by/4.0
OpenAccess true
Contact Evers, Marina (Universität Stuttgart); Weiskopf, Daniel (Universität Stuttgart)
Representation
Resource Type Dataset
Format application/pdf; video/mp4
Size 1268521; 11905167
Version 1.0
Discipline Other