no code implementations • 28 Sep 2018 • Philippe Besse, Brendan Guillouet, Béatrice Laurent
Big data, data science, deep learning, artificial intelligence are the key words of intense hype related with a job market in full evolution, that impose to adapt the contents of our university professional trainings.
no code implementations • 30 Sep 2016 • Philippe Besse, Brendan Guillouet, Jean-Michel Loubes
Management and analysis of big data are systematically associated with a data distributed architecture in the Hadoop and now Spark frameworks.
no code implementations • 10 May 2016 • Philippe C. Besse, Brendan Guillouet, Jean-Michel Loubes, Francois Royer
We present how this model can be used to predict the final destination of a new trajectory based on their first locations using a two step procedure: We first assign the new trajectory to the clusters it mot likely belongs.
1 code implementation • 20 Aug 2015 • Philippe Besse, Brendan Guillouet, Jean-Michel Loubes, Royer François
Using clustering technics based on the choice of a distance between the observations, we first provide a comprehensive review of the different distances used in the literature to compare trajectories.