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Aurélien Renault

6 papers hereh-index 218 citations10 works total

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

author position
  • first author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG6

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedAutomatic Feature Engineering for Time Series Classification: Evaluation and Discussion

8 citations · 9 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024

ml_edm package: a Python toolkit for Machine Learning based Early Decision Making

Aurélien Renault, Youssef Achenchabe, Édouard Bertrand +4

\texttt{ml\_edm} is a Python 3 library, designed for early decision making of any learning tasks involving temporal/sequential data. The package is also modular, providing research…

cs.LG2024★ 1 cited

Early Classification of Time Series: A Survey and Benchmark

Aurélien Renault, Alexis Bondu, Antoine Cornuéjols +1

In many situations, the measurements of a studied phenomenon are provided sequentially, and the prediction of its class needs to be made as early as possible so as not to incur too…

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