69 citations · 237 across the 22 of their papers we have counts for
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cs.LG2020★ 3 cited
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey
Ammar Haydari, Yasin Yilmaz
Latest technological improvements increased the quality of transportation. New data-driven approaches bring out a new research direction for all control-based systems, e.g., in tra…
cs.LG2019★ 2 cited
Online Multivariate Anomaly Detection and Localization for High-dimensional Settings
Mahsa Mozaffari, Yasin Yilmaz
This paper considers the real-time detection of anomalies in high-dimensional systems. The goal is to detect anomalies quickly and accurately so that the appropriate countermeasure…
cs.LG2018★ 69 cited
Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings
Mehmet Necip Kurt, Yasin Yilmaz, Xiaodong Wang
Timely detection of abrupt anomalies is crucial for real-time monitoring and security of modern systems producing high-dimensional data. With this goal, we propose effective and sc…