DTW

Time-Series Analysis: Wearable Devices using DTW and kNN

Time-Series Analysis: Wearable Devices using DTW and kNN

Recently, there has been great success in time series analyses by applying dynamic time warping (DTW). Indeed, when combined with simple algorithms such as k-Nearest Neighbours, DTW has reproduced accuracies of  state-of-the-art algorithms, such as deep neural nets etc.

We will discuss here a supervised classification example of wearable devices and a possible use-case for DTW.