no code implementations • 30 Jun 2022 • Mark Tenzer, Zeeshan Rasheed, Khurram Shafique
We formally define patterns of life analysis as a natural, explainable extension of online unsupervised anomaly detection, where we not only monitor a data stream for anomalies but also explicitly extract normal patterns over time.
no code implementations • 29 Jun 2022 • Mark Tenzer, Zeeshan Rasheed, Khurram Shafique, Nuno Vasconcelos
A need to understand and predict vehicles' behavior underlies both public and private goals in the transportation domain, including urban planning and management, ride-sharing services, and intelligent transportation systems.