An exhaustive comparison of distance measures in the classification of time series with 1NN method.
Tomasz GóreckiMaciej LuczakPawel PiaseckiPublished in: J. Comput. Sci. (2024)
Keyphrases
- distance measure
- dynamic time warping
- feature set
- classification accuracy
- support vector machine
- feature selection
- similarity measure
- nearest neighbor classifier
- training process
- distance function
- nearest neighbor classification
- dimensionality reduction methods
- euclidean distance
- model selection
- support vector machine svm
- training samples
- nearest neighbor
- knn
- nearest neighbour
- feature vectors
- support vector
- neural network