Study of cascading failure in multisubnet composite complex networks

G Sun, CC Chen, S Bin - Symmetry, 2021 - mdpi.com
… initial load on the edge in traffic road network, so a capacity-… load, and the cascading failure
problem in the urban traffic road … Therefore, it can be inferred that when the coupling strength …

Data4urbanmobility: Towards holistic data analytics for mobility applications in urban regions

N Tempelmeier, Y Rietz, I Lishchuk, T Kruegel… - … Proceedings of The …, 2019 - dl.acm.org
infercascading patterns on congested roads. They propose a generative probabilistic
model that maximises the likelihood of a cascade to be present with respect to the observed traffic

Koopman operator applications in signalized traffic systems

E Ling, L Zheng, LJ Ratliff… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… method to infer traffic signal control parameters such as phase timing directly from traffic flow
… flow, a good forecasting model also provides insight into traffic patterns. Understanding the …

Spatiotemporal data mining

A Sharma, Z Jiang, S Shekhar - … of Spatial Analysis in the Social …, 2022 - elgaronline.com
… ordered cascading pattern. In addition, there is the spatiotemporal telecoupling pattern, …
Recent work proposed a data-driven approach for inferring traffic cascading patterns over a …

A data aggregation-based spatiotemporal model for rail transit risk path forecasting

G Xue, S Liu, L Ren, D Gong - Reliability Engineering & System Safety, 2023 - Elsevier
… the potential influencing factors of traffic congestion to ensure a safe traffic environment. Feng
et … [19] proposed a method combining a graphic model and parallel knowledge inferring to …

Identifying critical and vulnerable links: A new approach using the Fisher information matrix

B Martinez-Pastor, M Nogal, A O'Connor… - International Journal of …, 2022 - Elsevier
… of traffic resilience is included in the process to validate the results. Finally, both methodologies
are tested in a real network to infer … for the discovered patterns. Also, based on long-term …

Seta++: Real-time scalable encrypted traffic analytics in multi-gbps networks

C Kattadige, KN Choi, A Wijesinghe… - … on Network and …, 2021 - ieeexplore.ieee.org
… secrets can be inferred by observing the HTTPS traffic flows. Authors … patterns for that
particular counter. The next step is to estimate the posterior probabilities of each collision patterns, …

Inferring failure coupling strength in complex networks through generative models

Y Liu, M Bai, S Sui, S Liu, O Levy, J Li… - International Journal of …, 2024 - Taylor & Francis
… analyze the failure propagation pattern that emerged from the node … traffic networks, by
analyzing the traffic percolation states at different periods, the switching mode of the critical traffic

Titan: A spatiotemporal feature learning framework for traffic incident duration prediction

K Fu, T Ji, L Zhao, CT Lu - Proceedings of the 27th ACM SIGSPATIAL …, 2019 - dl.acm.org
… As a consequence, the traffic patterns of incidents in their … model for inferring the traffic
incident duration in the subcollection ℐ+ … of the traffic incidents if there is a historical traffic speed …

Machine learning for urban air quality analytics: A survey

J Han, W Zhang, H Liu, H Xiong - arXiv preprint arXiv:2310.09620, 2023 - arxiv.org
… These patterns have significant implications for various … of patterns: hotspot patterns, pollution
propagation patterns, … In this study, a fine-grained pollution map is inferred using calibrated …