Dynamic time warping-based imputation for univariate time series data.
Thi-Thu-Hong PhanÉmilie Poisson CaillaultAlain LefebvreAndré BigandPublished in: Pattern Recognit. Lett. (2020)
Keyphrases
- dynamic time warping
- multivariate time series
- missing values
- missing data
- distance measure
- shape retrieval
- lower bounding
- uncertain time series
- euclidean distance
- similarity measure
- elastic matching
- nearest neighbor classifier
- subsequence matching
- sequence matching
- similarity search
- word spotting
- shape similarity
- signature verification
- edit distance
- quasi periodic
- data analysis
- periodic patterns
- database
- longest common subsequence
- image processing
- high dimensional
- data points
- nearest neighbor