Cryptocurrency transaction network embedding from static and dynamic perspectives: An overview
Cryptocurrency, as a typical application scene of blockchain, has attracted broad interests
from both industrial and academic communities. With its rapid development, the …
from both industrial and academic communities. With its rapid development, the …
Blockchain Data Mining With Graph Learning: A Survey
Blockchain data mining has the potential to reveal the operational status and behavioral
patterns of anonymous participants in blockchain systems, thus providing valuable insights …
patterns of anonymous participants in blockchain systems, thus providing valuable insights …
Application of Graph Theory for Blockchain Technologies
G Jayabalasamy, C Pujol, K Latha Bhaskaran - Mathematics, 2024 - mdpi.com
Blockchain technology, serving as the backbone for decentralized systems, facilitates secure
and transparent transactional data storage across a distributed network of nodes …
and transparent transactional data storage across a distributed network of nodes …
Babd: A bitcoin address behavior dataset for pattern analysis
Cryptocurrencies have dramatically increased adoption in mainstream applications in
various fields such as financial and online services, however, there are still a few amounts of …
various fields such as financial and online services, however, there are still a few amounts of …
MLP-COMET-based decision model re-identification for continuous decision-making in the complex network environment
B Kizielewicz, J Wieckowski… - 2023 18th Conference …, 2023 - ieeexplore.ieee.org
In recent years, complex networks have gained significant attention for their practical
potential in data analysis and decision-making. However, assessing node relevance in …
potential in data analysis and decision-making. However, assessing node relevance in …
Characterizing the Bitcoin network topology with Node‐Probe
M Essaid, C Lee, H Ju - International Journal of Network …, 2023 - Wiley Online Library
In blockchain networks, topology discovery is a prerequisite when investigating the network
characteristics (eg, performance and robustness), which can provide a deeper …
characteristics (eg, performance and robustness), which can provide a deeper …
A review of visibility graph analysis
H Azizi, S Sulaimany - IEEE Access, 2024 - ieeexplore.ieee.org
A graph approach to time series data provides a new perspective for analyzing and
comprehending the characteristics of the data. One common method of converting time …
comprehending the characteristics of the data. One common method of converting time …
A physical topology for optimizing partition tolerance in consortium blockchains to reach CAP guarantee bound
Decentralized cryptocurrency systems, known as blockchains, have shown promise as an
infrastructure for mutually distrustful parties to securely agree on transactions. Nevertheless …
infrastructure for mutually distrustful parties to securely agree on transactions. Nevertheless …
Evolutionary random graph for bitcoin overlay and blockchain mining networks
The world economy is experiencing the novel adoption of distributed currencies that are free
from the control of central banks. Distributed currencies suffer from extreme volatility, and …
from the control of central banks. Distributed currencies suffer from extreme volatility, and …
Hyperclique: A Novel P2P Network Structure for Blockchain Systems
This paper presents a novel P2P broadcast network called Hyperclique, which assigns a
coordinate value to each peer in the network with adjustable dimensionality. Based on the …
coordinate value to each peer in the network with adjustable dimensionality. Based on the …