Time Warp Edit Distance

Time Warp Edit Distance (TWED) is a distance measure for discrete time series matching with time 'elasticity'. In comparison to other distance measures, (e.g. DTW (Dynamic Time Warping) or LCS ), TWED is a metric. Its computational time complexity is , but can be drastically reduced in some specific situations by using a corridor to reduce the search space. Its memory space complexity can be reduced to . It was first proposed in 2009 by P.-F. Marteau.

Time Warp Edit Distance

Time Warp Edit Distance (TWED) is a distance measure for discrete time series matching with time 'elasticity'. In comparison to other distance measures, (e.g. DTW (Dynamic Time Warping) or LCS ), TWED is a metric. Its computational time complexity is , but can be drastically reduced in some specific situations by using a corridor to reduce the search space. Its memory space complexity can be reduced to . It was first proposed in 2009 by P.-F. Marteau.