Koopman operator applications in signalized traffic systems

E Ling, L Zheng, LJ Ratliff… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper proposes Koopman operator theory and the related algorithm dynamical mode
decomposition (DMD) for analysis and control of signalized traffic flow networks. DMD …

Traffic matrix estimation using matrix-CUR decomposition

A Kumar, NH Singh, S Namasudra, RG Crespo… - Computer …, 2024 - Elsevier
Abstract Traffic Matrices (TMs) are the primary input for a multitude of network operations
and management activities within a backbone network. TMs can be collected directly using …

Behavior Pattern Mining from Traffic and Its Application to Network Anomaly Detection

Y Meng, T Qin, S Li, P Wang - Security and Communication …, 2022 - Wiley Online Library
Accurately detecting and identifying abnormal behaviors on the Internet are a challenging
task. In this work, an anomaly detection scheme is proposed that employs the behavior …