Lei Y. Diffusion Source Localization in Large Networks 2018
Download this torrent!
Lei Y. Diffusion Source Localization in Large Networks 2018
To start this P2P download, you have to install a BitTorrent client like qBittorrent
Category: Other
Total size: 1.36 MB
Added: 2025-03-10 23:39:01
Share ratio:
12 seeders,
2 leechers
Info Hash: DA48CF1D15140039B435392CA12AF546F7A482CD
Last updated: 10.3 hours ago
Description:
Textbook in PDF format
Diffusion processes in large networks have been used to model many real-world phenomena, including how rumors spread on the Internet, epidemics among human beings, emotional contagion through social networks, and even gene regulatory processes. Fundamental estimation principles and efficient algorithms for locating diffusion sources can answer a wide range of important questions, such as identifying the source of a widely spread rumor on online social networks. This book provides an overview of recent progress on source localization in large networks, focusing on theoretical principles and fundamental limits. The book covers both discrete-time diffusion models and continuous-time diffusion models. For discrete-time diffusion models, the book focuses on the Jordan infection center; for continuous-time diffusion models, it focuses on the rumor center. Most theoretical results on source localization are based on these two types of estimators or their variants. This book also includes algorithms that leverage partial-time information for source localization and a brief discussion of interesting unresolved problems in this area