See: Description
| Interface | Description |
|---|---|
| Abandonable |
Interface for Distance measures that can make use of the Early Abandon
technique.
|
| IScalarDistance |
Functional interface for the distance of two scalars.
|
| ITimeSeriesDistance |
Interface that describes a distance measure of two time series.
|
| ITimeSeriesDistanceWithTimestamps |
Interface that describes a distance measure of two time series that takes the
timestamps into account.
|
| Class | Description |
|---|---|
| AWeightedTrigometricDistance | |
| ComplexityInvariantDistance |
Implementation of the Complexity Invariant Distance (CID) measure as
published in "A Complexity-Invariant Distance Measure for Time Series" by
Gustavo E.A.P.A.
|
| DerivateDistance |
Implementation of the Derivate Distance (DD) measure as published in "Using
derivatives in time series classification" by Tomasz Gorecki and Maciej
Luczak (2013).
|
| DerivateTransformDistance |
Implementation of the Derivate Transform Distance (TD) measure as published
in "Non-isometric transforms in time series classification using DTW" by
Tomasz Gorecki and Maciej Luczak (2014).
|
| DynamicTimeWarping |
Implementation of the Dynamic Time Warping (DTW) measure as published in
"Using Dynamic Time Warping to FindPatterns in Time Series" Donald J.
|
| EuclideanDistance |
Implementation of the Euclidean distance for time series.
|
| ManhattanDistance |
Implementation of the Manhattan distance for time series.
|
| MoveSplitMerge |
Implementation of the Move-Split-Merge (MSM) measure as published in "The
Move-Split-Merge Metric for Time Series" by Alexandra Stefan, Vassilis
Athitsos and Gautam Das (2013).
|
| ShotgunDistance |
Implementation of Shotgun Distance measure as published in "Towards Time
Series Classfication without Human Preprocessing" by Patrick Schäfer (2014).
|
| TimeWarpEditDistance |
Time Warp Edit Distance as published in "Time Warp Edit Distance with
Stiffness Adjustment for Time Series Matching" by Pierre-Francois Marteau
(2009).
|
| TransformDistance |
Implementation of the Transform Distance (TD) measure as published in
"Non-isometric transforms in time series classification using DTW" by Tomasz
Gorecki and Maciej Luczak (2014).
|
| WeightedDynamicTimeWarping |
Implementation of the Dynamic Time Warping (DTW) measure as published in
"Weighted dynamic time warping for time series classification" by Young-Seon
Jeong, Myong K.
|