Charles Truong

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

Interactive Motif Discovery in Time Series with Persistent Homology.

[BibT_eX]

[DOI]

Thibaut Germain

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

Linear-trend normalization for multivariate subsequence similarity search.

[BibT_eX]

[DOI]

Thibaut Germain

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

dsymb Playground: An Interactive Tool to Explore Large Multivariate Time Series Datasets.

[BibT_eX]

[DOI]

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

Symbolic Representation for Time Series.

[BibT_eX]

[DOI]

Sylvain W. Combettes

Proceedings of the 32nd European Signal Processing Conference, 2024

Structured Loss for Deep Change-Point Detection.

[BibT_eX]

[DOI]

Simon Blotas

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

A Machine Learning Pipeline for Gait Analysis in a Semi Free-Living Environment.

[BibT_eX]

[DOI]

Sylvain Jung

Nicolas de l'Escalopier

Sensors, 2023

A Data Set for Fall Detection with Smart Floor Sensors.

[BibT_eX]

[DOI]

Image Process. Line, 2023

ASTRIDE: Adaptive Symbolization for Time Series Databases.

[BibT_eX]

[DOI]

Sylvain W. Combettes

CoRR, 2023

An Interpretable Distance Measure for Multivariate Non-Stationary Physiological Signals.

[BibT_eX]

[DOI]

Sylvain W. Combettes

Proceedings of the IEEE International Conference on Data Mining, 2023

Supervised Change-Point Detection with Dimension Reduction.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Unsupervised study of plethysmography signals through DTW clustering.

[BibT_eX]

[DOI]

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

2021

Bayesian Feature Discovery for Predictive Maintenance.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Adaptive Change-Point Detection for Studying Human Locomotion.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Selective review of offline change point detection methods.

[BibT_eX]

[DOI]

Signal Process., 2020

Meta-analysis parameters computation: a Python approach to facilitate the crossing of experimental conditions.

[BibT_eX]

[DOI]

Flavien Quijoux

Aliénor Vienne-Jumeau

François Bertin-Hugault

CoRR, 2020

2019

Greedy Kernel Change-Point Detection.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

A Data Set for the Study of Human Locomotion with Inertial Measurements Units.

[BibT_eX]

[DOI]

Aliénor Vienne-Jumeau

Image Process. Line, 2019

Supervised Kernel Change Point Detection with Partial Annotations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Template-Based Step Detection with Inertial Measurement Units.

[BibT_eX]

[DOI]

Aliénor Vienne-Jumeau

Damien Ricard

Pierre-Paul Vidal

Sensors, 2018

ruptures: change point detection in Python.

[BibT_eX]

[DOI]

CoRR, 2018

A review of change point detection methods.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Penalty learning for changepoint detection.

[BibT_eX]

[DOI]