Dynamics of information diffusion and its applications on complex networks

ZK Zhang, C Liu, XX Zhan, X Lu, CX Zhang, YC Zhang - Physics Reports, 2016 - Elsevier
The ongoing rapid expansion of the Word Wide Web (WWW) greatly increases the
information of effective transmission from heterogeneous individuals to various systems …

Data based identification and prediction of nonlinear and complex dynamical systems

WX Wang, YC Lai, C Grebogi - Physics Reports, 2016 - Elsevier
The problem of reconstructing nonlinear and complex dynamical systems from measured
data or time series is central to many scientific disciplines including physical, biological …

Multiple rumor source detection with graph convolutional networks

M Dong, B Zheng, N Quoc Viet Hung, H Su… - Proceedings of the 28th …, 2019 - dl.acm.org
Detecting rumor source in social networks is one of the key issues for defeating rumors
automatically. Although many efforts have been devoted to defeating online rumors, most of …

Computational socioeconomics

J Gao, YC Zhang, T Zhou - Physics Reports, 2019 - Elsevier
Uncovering the structure of socioeconomic systems and timely estimation of socioeconomic
status are significant for economic development. The understanding of socioeconomic …

Identification of influential spreaders based on classified neighbors in real-world complex networks

C Li, L Wang, S Sun, C Xia - Applied Mathematics and Computation, 2018 - Elsevier
Identifying the influential spreaders in complex network is a very important topic, which is
conducive to deeply understanding the role of nodes in the information diffusion and …

Getting the lay of the land in discrete space: A survey of metric dimension and its applications

RC Tillquist, RM Frongillo, ME Lladser - SIAM Review, 2023 - SIAM
The metric dimension of a graph is the smallest number of nodes required to identify all
other nodes uniquely based on shortest path distances. Applications of metric dimension …

Fast and accurate detection of spread source in large complex networks

R Paluch, X Lu, K Suchecki, BK Szymański… - Scientific reports, 2018 - nature.com
Spread over complex networks is a ubiquitous process with increasingly wide applications.
Locating spread sources is often important, eg finding the patient one in epidemics, or …

Multiple source detection without knowing the underlying propagation model

Z Wang, C Wang, J Pei, X Ye - Proceedings of the AAAI Conference on …, 2017 - ojs.aaai.org
Abstract Information source detection, which is the reverse problem of information diffusion,
has attracted considerable research effort recently. Most existing approaches assume that …

Secure localization algorithms against localization attacks in wireless sensor networks

TN Nguyen, VV Le, SI Chu, BH Liu, YC Hsu - Wireless Personal …, 2022 - Springer
The accuracy of the location estimation of sensors in wireless sensor networks (WSNs) is
important to many applications such as environment surveillance applications. In large-scale …

NLSI: An innovative method to locate epidemic sources on the SEIR propagation model

SL Peng, HJ Wang, H Peng, XB Zhu, X Li… - … Journal of Nonlinear …, 2023 - pubs.aip.org
Epidemics pose a significant threat to societal development. Accurately and swiftly
identifying the source of an outbreak is crucial for controlling the spread of an epidemic and …