Understanding FEARS, an approach to time series classification.
You are surrounded by a great deal of data every day. These include times series, which are measurements of a given phenomenon over time. You see these every day in infographics in the media and you no doubt come across them in your professional environment. This post describes a time series and presents the value of training Machine Learning models using this type of data. In particular, it presents the FEARS approach, which is the result of a research project collaboratively carried out by teams from Orange Labs in Lannion and Chatillon, in partnership with the University of Reunion Island.
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