Contagion source detection in epidemic and infodemic outbreaks: Mathematical analysis and network algorithms

CW Tan, PD Yu - Foundations and Trends® in Networking, 2023 - nowpublishers.com
The rapid spread of infectious diseases and online rumors share similarities in terms of their
speed, scale, and patterns of contagion. Although these two phenomena have historically …

Epidemic source detection in contact tracing networks: Epidemic centrality in graphs and message-passing algorithms

PD Yu, CW Tan, HL Fu - IEEE Journal of Selected Topics in …, 2022 - ieeexplore.ieee.org
We study the epidemic source detection problem in contact tracing networks modeled as a
graph-constrained maximum likelihood estimation problem using the susceptible-infected …

Unraveling the Viral Spread of Misinformation: Maximum-Likelihood Estimation and Starlike Tree Approximation in Markovian Spreading Models

YU Pei-Duo, CW Tan - IEEE Transactions on Signal Processing, 2025 - ieeexplore.ieee.org
Identifying the source of epidemic-like spread in networks is crucial for removing internet
viruses or finding the source of rumors in online social networks. The challenge lies in …

Toward Detecting Rumor Initiator in Online Social Networks Using Ontology-Driven Model

S Bajpai, A Chaturvedi - Arabian Journal for Science and Engineering, 2024 - Springer
Online social networks (OSNs) have become breeding grounds for negative content like
rumor, misinformation, disinformation, etc. A rumor is an unverified piece of information in …

Modeling network contagion via interacting finite memory Pólya urns

S Singh, F Alajaji, B Gharesifard - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
We construct a system of interacting finite memory Pólya urns to model contagion spread in
a network. The urns, which are composed of red and black balls (representing degrees of …

Contagion Source Detection by Maximum Likelihood Estimation and Starlike Graph Approximation

PD Yu, L Zheng, CW Tan - 2024 58th Annual Conference on …, 2024 - ieeexplore.ieee.org
Detecting the origin of an epidemic-like spread in extensive networks has crucial
implications, including pinpointing rumor sources in online social networks. When provided …