Sketching multidimensional time series for fast discord mining
Time series discords are a useful primitive for time series anomaly detection, and the matrix
profile is capable of capturing discord effectively. There exist many research efforts to …
profile is capable of capturing discord effectively. There exist many research efforts to …
Time series synthesis using the matrix profile for anonymization
Publishing and sharing data is crucial for the data mining community, allowing collaboration
and driving open innovation. However, many researchers cannot release their data due to …
and driving open innovation. However, many researchers cannot release their data due to …
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights
Time series data is ubiquitous across various domains such as finance, healthcare, and
manufacturing, but their properties can vary significantly depending on the domain they …
manufacturing, but their properties can vary significantly depending on the domain they …
Deep Matrix Profile for Maneuver Classification in Low Earth Orbit Satellite Trajectories
S Baudier, S Velasco-Forero, F Jean… - 2024 32nd …, 2024 - ieeexplore.ieee.org
The characterization of satellite behavior is of paramount importance in Space Surveillance
Awareness. One crucial aspect of studying satellite behavior involves the detection of out-of …
Awareness. One crucial aspect of studying satellite behavior involves the detection of out-of …