1 citations · 1 across the 8 of their papers we have counts for
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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…
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…
Constructing Variables Using Classifiers as an Aid to Regression: An Empirical Assessment
Colin Troisemaine, Vincent Lemaire
This paper proposes a method for the automatic creation of variables (in the case of regression) that complement the information contained in the initial input vector. The method w…