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Leveraging Catnet for Loan Approval Prediction and Financial Risk Assessment on Cloud Infrastructure | Synapse
March 3, 2026
Leveraging Catnet for Loan Approval Prediction and Financial Risk Assessment on Cloud Infrastructure
YK
Yashwant Kumar Kolli
PR
Priyadarshini Radhakrishnan
VR
Vijai Anand Ramar
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Puntos clave
Improved accuracy in loan approval predictions using machine learning algorithms.
Catnet shows a 15% increase in prediction accuracy compared to traditional methods.
Implementation on cloud infrastructure allows for scalable and efficient financial risk assessment.
Effective integration may enhance decision-making processes in financial institutions.
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Cite This Study
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Kolli et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75b3ac6e9836116a22305
https://doi.org/https://doi.org/10.1007/s10614-025-11298-0