Search Results for author: Brendan Guillouet

Found 4 papers, 1 papers with code

Wikistat 2.0: Educational Resources for Artificial Intelligence

no code implementations28 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.

Big Data analytics. Three use cases with R, Python and Spark

no code implementations30 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.

Collaborative Filtering Management +1

Destination Prediction by Trajectory Distribution Based Model

no code implementations10 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.

Clustering

Review and Perspective for Distance Based Trajectory Clustering

1 code implementation20 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.

Clustering Trajectory Clustering

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