2 code implementations • 23 Aug 2024 • Aurélien Renault, Youssef Achenchabe, Édouard Bertrand, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire, Asma Dachraoui
\texttt{ml\_edm} is a Python 3 library, designed for early decision making of any learning tasks involving temporal/sequential data.
1 code implementation • 26 Jun 2024 • Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire
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 high a time penalty, but not too early and risk paying the cost of misclassification.
no code implementations • 2 Aug 2023 • Aurélien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay
Time Series Classification (TSC) has received much attention in the past two decades and is still a crucial and challenging problem in data science and knowledge engineering.