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Graph based anomaly detection and description: a survey
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 …
such as security, finance, health care, and law enforcement. While numerous techniques …
Reciprocity of weighted networks
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 …
growth and higher-order structures such as motifs and communities. While the reciprocity of …
Measurements, analyses, and insights on the entire ethereum blockchain network
Blockchains are increasingly becoming popular due to the prevalence of cryptocurrencies
and decentralized applications. Ethereum is a distributed public blockchain network that …
and decentralized applications. Ethereum is a distributed public blockchain network that …
Live graph lab: Towards open, dynamic and real transaction graphs with NFT
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 …
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 …
Social Networks Katharina A. Zweig Network Analysis Literacy A Practical Approach to the …
Multivariate spatiotemporal hawkes processes and network reconstruction
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 …
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
Supplement to “Asymptotics in directed exponential random graph models with an
increasing bi-degree sequence.”. The supplemental material contains proofs for the lemmas …
increasing bi-degree sequence.”. The supplemental material contains proofs for the lemmas …
Reciprocity in directed hypergraphs: measures, findings, and generators
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 …
exchanges, chemical reactions, and bitcoin transactions, are directional, and thus they are …
Structural robustness and vulnerability of networks
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 …
is thus important to analyze the robustness of networks in many scientific disciplines. In …
Effects of stubbornness on opinion dynamics
As an important factor governing opinion dynamics, stubbornness strongly affects various
aspects of opinion formation. However, a systematically theoretical study about the …
aspects of opinion formation. However, a systematically theoretical study about the …