Functions to impute large gaps within multivariate time series based on Dynamic Time Warping methods. Gaps of size 1 or inferior to a defined threshold are filled using simple average and weighted moving average respectively. Larger gaps are filled using the methodology provided by Phan et al. (2017) <DOI:10.1109/MLSP.2017.8168165>: a query is built immediately before/after a gap and a moving window is used to find the most similar sequence to this query using Dynamic Time Warping. To lower the calculation ...

LicenseGPL 2.0
Tagsrlangcran
HomePage http://mawenzi.univ-littoral.fr/DTWUMI/
DateApr 30, 2022
Filespom (6 KB)  jar (31 KB)  View All
RepositoriesBeDataDriven
Ranking#556850 in MvnRepository (See Top Artifacts)


Note: this artifact is located at BeDataDriven repository (https://nexus.bedatadriven.com/content/groups/public/)

Provided Dependencies (1)

Category/License Group / ArtifactVersionUpdates

org.renjin » compiler 0.9.26570.9.2726

Licenses

LicenseURL
GPL (>= 2)

Developers

NameEmailDev IdRolesOrganization
DEZECACHE Camille
PHAN Thi Thu Hong
POISSON-CAILLAULT Emilie