Thibaut Germain

According to our database, Thibaut Germain authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Time Series Motif Discovery: A Comprehensive Evaluation.

Valerio Guerrini, Thibaut Germain, Charles Truong, Laurent Oudre, Paul Boniol

Proc. VLDB Endow., March, 2025

2024

Persistence-Based Motif Discovery in Time Series.

Thibaut Germain, Charles Truong, Laurent Oudre

IEEE Trans. Knowl. Data Eng., November, 2024

Pattern detection and shape analysis for physiological timeseries. (Détection et analyse de formes pour les séries temporelles physiologiques).

Thibaut Germain

PhD thesis, 2024

Interactive Motif Discovery in Time Series with Persistent Homology.

Thibaut Germain, Charles Truong, Laurent Oudre

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

Shape analysis for time series.

Thibaut Germain, Samuel Gruffaz, Charles Truong, Alain Durmus, Laurent Oudre

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Linear-trend normalization for multivariate subsequence similarity search.

Thibaut Germain, Charles Truong, Laurent Oudre

Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

2022

Unsupervised study of plethysmography signals through DTW clustering.

Thibaut Germain, Charles Truong, Laurent Oudre, Eric Krejci

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022