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In a constantly changing world, it is essential for researchers to anticipate the technological developments taking shape and to reflect on the fundamental changes in terms of uses and economic models, and more broadly on changes in society. Research lights our way forward, helping to shape a completely digital but nonetheless entirely human future.

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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