Data Augmentation for Time Series Classification with Deep Learning Models

von Pialla, Gautier
Veröffentlicht in International Workshop on Advanced Analytics and Learning on Temporal Data (7. : 2022 : Grenoble) Advanced analytics and learning on temporal data (2023)

ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging

von Ismail-Fawaz, Ali
Veröffentlicht in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (2023 : Turin) Advanced analytics and learning on temporal data (2023)

Smooth Perturbations for Time Series Adversarial Attacks

von Pialla, Gautier
Veröffentlicht in PAKDD (26. : 2022 : Chengdu; Online) Advances in knowledge discovery and data mining ; Part 1 (2022)