69 citations · 237 across the 22 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
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…
cs.NI2018★ 2 cited
Reinforcement Learning-based Resource Allocation in Fog RAN for IoT with Heterogeneous Latency Requirements
Almuthanna T. Nassar, Yasin Yilmaz
In light of the quick proliferation of Internet of things (IoT) devices and applications, fog radio access network (Fog-RAN) has been recently proposed for fifth generation (5G) wi…
stat.ME2018★ 22 cited
Anomaly Detection in Partially Observed Traffic Networks
Elizabeth Hou, Yasin Yilmaz, Alfred Hero
This paper addresses the problem of detecting anomalous activity in traffic networks where the network is not directly observed. Given knowledge of what the node-to-node traffic in…