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Brendan Guillouet

4 papers hereh-index 4323 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.CY1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20152018
most citedReview and Perspective for Distance Based Trajectory Clustering

30 citations · 32 across the 3 of their papers we have counts for

collaborators

4 papers

cs.CY2018★ 2 cited

Wikistat 2.0: Educational Resources for Artificial Intelligence

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 o…

stat.AP2016

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

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. This article offers an introduction f…

stat.ML2016

Destination Prediction by Trajectory Distribution Based Model

Philippe C. Besse, Brendan Guillouet, Jean-Michel Loubes +1

In this paper we propose a new method to predict the final destination of vehicle trips based on their initial partial trajectories. We first review how we obtained clustering of t…

stat.ML2015★ 30 cited

Review and Perspective for Distance Based Trajectory Clustering

Philippe Besse, Brendan Guillouet, Jean-Michel Loubes +1

In this paper we tackle the issue of clustering trajectories of geolocalized observations. Using clustering technics based on the choice of a distance between the observations, we…

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