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Full-Text Articles in Business
Improving Credit Card Fraud Detection Using Transfer Learning And Data Resampling Techniques, Charmaine Eunice Mena Vinarta
Improving Credit Card Fraud Detection Using Transfer Learning And Data Resampling Techniques, Charmaine Eunice Mena Vinarta
Electronic Theses, Projects, and Dissertations
This Culminating Experience Project explores the use of machine learning algorithms to detect credit card fraud. The research questions are: Q1. What cross-domain techniques developed in other domains can be effectively adapted and applied to mitigate or eliminate credit card fraud, and how do these techniques compare in terms of fraud detection accuracy and efficiency? Q2. To what extent do synthetic data generation methods effectively mitigate the challenges posed by imbalanced datasets in credit card fraud detection, and how do these methods impact classification performance? Q3. To what extent can the combination of transfer learning and innovative data resampling techniques …
Reshaping Organizational Processes And Workflows Through Integration Of Blockchain Technology, Elijah E. Maggini
Reshaping Organizational Processes And Workflows Through Integration Of Blockchain Technology, Elijah E. Maggini
Electronic Theses, Projects, and Dissertations
Cybercrime is becoming increasingly sophisticated and devastating as time carries on while many processes and workflows that exist within organizations are stagnant. This project analyzed Blockchain Technology as a use-case for building upon simple processes and workflows that are often overlooked within organizations for the purpose of hardening security and strengthening non-repudiation. This project examined three main questions relating to; how Blockchain can enhance traditional cyber security practices, how Blockchain can be introduced to organizations as a ground-breaking and worthwhile solution to countering cyber-attacks, and the benefits and risks of implementing Blockchain within an organization. An investigation of traditional cyber …