Main Reference PaperCredit Card Fraud Detection- A Novel Approach Using Aggregation Strategy and Feedback Mechanism, IEEE Internet of Things Journal, 2018 [Python]
  • A proposed fraud detection method composes of four stages. 1) To enrich a cardholder’s behavioral patterns using cardholder’s historical transaction data. 2) The cardholder’s historical data is divided into different groups such that the transaction behaviors of the members in the same group are similarity. 3) Then propose a sliding-window-based method to aggregate the transactions in every group. 4) Train a set of classifiers for each group using the specific behavioral pattern and extracted fraud features.

Description
  • A proposed fraud detection method composes of four stages. 1) To enrich a cardholder’s behavioral patterns using cardholder’s historical transaction data. 2) The cardholder’s historical data is divided into different groups such that the transaction behaviors of the members in the same group are similarity. 3) Then propose a sliding-window-based method to aggregate the transactions in every group. 4) Train a set of classifiers for each group using the specific behavioral pattern and extracted fraud features.

  • To detect the fraud transactions.

  • To extract the fraud features from fraud transactions.

Aim & Objectives
  • To detect the fraud transactions.

  • To extract the fraud features from fraud transactions.

  • To improve the performance of fraud detection, an individual periodic time window is considered in sliding window strategy.

Contribution
  • To improve the performance of fraud detection, an individual periodic time window is considered in sliding window strategy.

  • M.E / M.Tech / MS / Ph.D.- Customized according to the client requirements.

Project Recommended For
  • M.E / M.Tech / MS / Ph.D.- Customized according to the client requirements.

  • No Readymade Projects-project delivery Depending on the complexity of the project and requirements.

Order To Delivery
  • No Readymade Projects-project delivery Depending on the complexity of the project and requirements.

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