Quantum Computing in Community Detection for Anti-Fraud Applications

Quantum Computing in Community Detection for Anti-Fraud Applications

Fraud detection within transaction data is crucial for maintaining financial security, especially in the era of big data. This paper introduces a novel fraud detection method that utilizes quantum computing to implement community detection in transaction networks. We model transaction data as an und...

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Bibliographic Details
Main Authors: Yanbo (Justin) Wang, Xuan Yang, Chao Ju, Yue Zhang, Jun Zhang, Qi Xu, Yiduo Wang, Xinkai Gao, Xiaofeng Cao, Yin Ma, Jie Wu
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Entropy
Subjects:
coherent ising machine (CIM)
quantum computing
community detection
quadratic unconstrained binary optimization (QUBO)
Louvain
simulated annealing
Online Access:https://www.mdpi.com/1099-4300/26/12/1026
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