Using Modes for Time Series Classification
Submitted by Rohit Chatterjee (@rohitchatterjee) on Monday, 15 June 2015
To present methods for time series analysis other than ARIMA etc.
The time series that appear in IT monitoring environments are not always amenable to ARIMA or related methods. I have been exploring the mode as a statistic from which to build a signature for a time series. If time permits I will show how standard ML methods can be applied to these signatures for classification.