Credit card fraud prediction method based on signal transmission and link mode
A technology of link mode and signal transmission, applied in character and pattern recognition, instruments, computer parts, etc., can solve problems such as classifier performance degradation
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[0016] The credit card fraud prediction method based on signal transmission and link mode of the present invention will be further described below in conjunction with the accompanying drawings and specific embodiments:
[0017] Collaborative classification applies a cooperative reasoning mechanism. When classifying an unlabeled node, it not only utilizes the label dependency between it and the linked labeled nodes, but also utilizes the label dependency between it and the linked unlabeled nodes. By considering both labeled and unlabeled nodes, the algorithm's dependence on label information can be reduced, which helps to deal with sparsely labeled networks.
[0018] The idea of collaborative reasoning: Assuming that there is a relational network of credit card user information, they are connected through node attribute matching information, the similarity of node attributes is used as the edge value, {legal, fraud} is the network node label, and the purpose of collaborative c...
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