Unveiling the Secrets: How Masking Strategies Shape Time Series Imputation.
Linglong QianZina M. IbrahimWenjie DuYiyuan YangRichard J. B. DobsonPublished in: CoRR (2024)
Keyphrases
- shape model
- dynamic time warping
- shape retrieval
- data sets
- missing data
- missing values
- shape representation
- similarity measure
- multiscale
- high dimensional
- sensitive information
- shape change
- multivariate time series
- symbolic representation
- data mining tasks
- shape matching
- shape descriptors
- human visual system
- non stationary
- distance measure
- markov random field
- data points
- neural network