Apache Tez - Present and Future arrow_forward
Using Modes for Time Series Classification
Submitted by Rohit Chatterjee (@rohitchatterjee) on Monday, 15 June 2015
Section: Crisp Talk Technical level: Beginner
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.