Search Results for author: Youssef Achenchabe

Found 6 papers, 3 papers with code

SANGEA: Scalable and Attributed Network Generation

no code implementations27 Sep 2023 Valentin Lemaire, Youssef Achenchabe, Lucas Ody, Houssem Eddine Souid, Gianmarco Aversano, Nicolas Posocco, Sabri Skhiri

In this paper, we present SANGEA, a sizeable synthetic graph generation framework which extends the applicability of any SGG to large graphs.

Graph Generation Link Prediction

When to Classify Events in Open Times Series?

1 code implementation1 Apr 2022 Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

In the Early Classification in Open Time Series problem (ECOTS), the task is to predict events, i. e. their class and time interval, at the moment that optimizes the accuracy vs. earliness trade-off.

Classification Decision Making +3

Early and Revocable Time Series Classification

1 code implementation21 Sep 2021 Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

Many approaches have been proposed for early classification of time series in light of itssignificance in a wide range of applications including healthcare, transportation and fi-nance.

Classification Decision Making +4

Early Classification of Time Series is Meaningful

no code implementations27 Apr 2021 Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

Many approaches have been proposed for early classification of time series in light of its significance in a wide range of applications including healthcare, transportation and finance.

Classification Early Classification +3

Early Classification of Time Series. Cost-based Optimization Criterion and Algorithms

no code implementations20 May 2020 Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Asma Dachraoui

An increasing number of applications require to recognize the class of an incoming time series as quickly as possible without unduly compromising the accuracy of the prediction.

Clustering Early Classification +3

Cannot find the paper you are looking for? You can Submit a new open access paper.