Visual cascade analytics of large-scale spatiotemporal data

Z Deng, D Weng, Y Liang, J Bao… - … on Visualization and …, 2021 - ieeexplore.ieee.org
… This section presents the mining framework for inferring cascading patterns in general … This
method is designed to infer traffic congestion cascading patterns and comprised of two major …

Early Detection of Driving Maneuvers for Proactive Congestion Prevention

D Das, S Bhattacharjee, S Chakraborty… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
… the traffic cascading patterninfer a significant change (increase) ϵ in the traffic density
in ∆t time interval. At that point, the collected IMU and GPS data are fed into our system to infer

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

Modelling the cascading effects of train delay patterns and inter-train control actions with Bayesian networks

X Ge, C Jiang, Y Qin, P Huang - International Journal of Rail …, 2023 - Taylor & Francis
… the suggestion of BN models for inferring the relationships between train delay changes
and control actions. Two BN models for estimating the cascading effects of train delay changes …

Spatiotemporal data mining: A Survey

A Sharma, Z Jiang, S Shekhar - arXiv preprint arXiv:2206.12753, 2022 - arxiv.org
… ordered cascading pattern. In addition, there is the spatiotemporal tele-coupling pattern, …
Recent work proposed a data-driven approach for inferring traffic cascading patterns over a …

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 …

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 …

I still know what you did last summer: Inferring sensitive user activities on messaging applications through traffic analysis

A Bozorgi, A Bahramali, F Rezaei… - … on Dependable and …, 2022 - ieeexplore.ieee.org
… to apply traffic analysis on messaging applications. They demonstrate traffic analysis attacks
that can inferpatterns we collected for Telegram to generate traffic flows for the other SIMs. …

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 …

A cascading Kalman filtering framework for real-time urban network flow estimation

M Rinaldi, F Viti - 2020 IEEE 23rd International Conference on …, 2020 - ieeexplore.ieee.org
… techniques in order to infer a complete network-wide picture. … a cascading Kalman Filtering
approach aimed at traffic state … bearing significant congestion patterns showcase how the …