2 papers
stat.ML2023
Event Detection in Time Series: Universal Deep Learning Approach
Menouar Azib, Benjamin Renard, Philippe Garnier +2
Event detection in time series is a challenging task due to the prevalence of imbalanced datasets, rare events, and time interval-defined events. Traditional supervised deep learni…
cs.LG2023
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP
Menouar Azib, Benjamin Renard, Philippe Garnier +2
Event detection in time series data is crucial in various domains, including finance, healthcare, cybersecurity, and science. Accurately identifying events in time series data is v…