Graph based anomaly detection and description: a survey

L Akoglu, H Tong, D Koutra - Data mining and knowledge discovery, 2015 - Springer
Detecting anomalies in data is a vital task, with numerous high-impact applications in areas
such as security, finance, health care, and law enforcement. While numerous techniques …

Reciprocity of weighted networks

T Squartini, F Picciolo, F Ruzzenenti, D Garlaschelli - Scientific reports, 2013 - nature.com
In directed networks, reciprocal links have dramatic effects on dynamical processes, network
growth and higher-order structures such as motifs and communities. While the reciprocity of …

Measurements, analyses, and insights on the entire ethereum blockchain network

XT Lee, A Khan, S Sen Gupta, YH Ong… - Proceedings of The Web …, 2020 - dl.acm.org
Blockchains are increasingly becoming popular due to the prevalence of cryptocurrencies
and decentralized applications. Ethereum is a distributed public blockchain network that …

Live graph lab: Towards open, dynamic and real transaction graphs with NFT

Z Zhang, B Luo, S Lu, B He - Advances in Neural …, 2023 - proceedings.neurips.cc
Numerous studies have been conducted to investigate the properties of large-scale
temporal graphs. Despite the ubiquity of these graphs in real-world scenarios, it's usually …

[SÁCH][B] Network analysis literacy

KA Zweig - 2016 - Springer
Katharina A. Zweig A Practical Approach to the Analysis of Networks Page 1 Lecture Notes in
Social Networks Katharina A. Zweig Network Analysis Literacy A Practical Approach to the …

Multivariate spatiotemporal hawkes processes and network reconstruction

B Yuan, H Li, AL Bertozzi, PJ Brantingham… - SIAM Journal on …, 2019 - SIAM
There is often latent network structure in spatial and temporal data, and the tools of network
analysis can yield fascinating insights into such data. In this paper, we develop a …

Asymptotics in directed exponential random graph models with an increasing bi-degree sequence

T Yan, C Leng, J Zhu - 2016 - projecteuclid.org
Supplement to “Asymptotics in directed exponential random graph models with an
increasing bi-degree sequence.”. The supplemental material contains proofs for the lemmas …

Reciprocity in directed hypergraphs: measures, findings, and generators

S Kim, M Choe, J Yoo, K Shin - Data Mining and Knowledge Discovery, 2023 - Springer
Group interactions are prevalent in a variety of areas. Many of them, including email
exchanges, chemical reactions, and bitcoin transactions, are directional, and thus they are …

Structural robustness and vulnerability of networks

AC Schwarze, J Jiang, J Wray, MA Porter - arxiv preprint arxiv …, 2024 - arxiv.org
Networks are useful descriptions of the structure of many complex systems. Unsurprisingly, it
is thus important to analyze the robustness of networks in many scientific disciplines. In …

Effects of stubbornness on opinion dynamics

W Xu, L Zhu, J Guan, Z Zhang, Z Zhang - Proceedings of the 31st ACM …, 2022 - dl.acm.org
As an important factor governing opinion dynamics, stubbornness strongly affects various
aspects of opinion formation. However, a systematically theoretical study about the …