Performance Comparison of Dynamic Time Warping (DTW) and a Maximum Likelihood (ML) Classifier in Measuring Driver Behavior with Smartphones.
J. EngelbrechtMarthinus J. BooysenGert-Jan van RooyenFrederick J. BruwerPublished in: SSCI (2015)
Keyphrases
- dynamic time warping
- maximum likelihood
- nearest neighbor classifier
- distance measure
- shape retrieval
- lower bounding
- similarity measure
- em algorithm
- euclidean distance
- similarity search
- sequence matching
- training data
- quasi periodic
- learning algorithm
- elastic matching
- mobile devices
- shape similarity
- pattern matching
- edit distance
- signature verification
- training set
- subsequence matching
- decision trees
- word spotting
- special case
- high dimensional
- pattern recognition
- image processing
- feature selection