17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Causally-Constrained Probabilistic Forecasting for Time-Series Anomaly Detection
Pooyan Khosravinia, João Gama, Bruno Veloso
Anomaly detection in multivariate time series is a central challenge in industrial monitoring, as failures frequently arise from complex temporal dynamics and cross-sensor interact…
cs.LG2023★ 17 cited
Enhancing Road Safety through Accurate Detection of Hazardous Driving Behaviors with Graph Convolutional Recurrent Networks
Pooyan Khosravinia, Thinagaran Perumal, Javad Zarrin
Car accidents remain a significant public safety issue worldwide, with the majority of them attributed to driver errors stemming from inadequate driving knowledge, non-compliance w…