A novel similarity measure for time series data with applications to gait and activity recognition
Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing - Adjunct (Ubicomp '10 Adjunct)
By Doina Precup, Jordan Frank, Shie Mannor
Issue Date:September 2010
In this abstract, we propose a novel approach to modeling time-series for the purpose of comparing segments of data in order to classify activities based on accelerometer sensor data. Our approach consists of producing an ensemble of simple classifiers tha...