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Document type:
Masterarbeit
Author(s):
Ky Thoai Pham
Title:
Residual Neural Network for Credit Scoring
Abstract:
Nowadays, lending is one of the activities that contributes significantly to the income and profit of banks and fintech companies. Therefore, credit rating/scoring and risk assessment tools play very important roles to minimize credit risk, defined by the client’s inability to repay the loan which the bank has granted. In this thesis, we will propose a novel method which utilizes residual neural networks for credit scoring. The proposed approach converts tabular data sets into black/white images...     »
Subject:
MAT Mathematik
DDC:
510 Mathematik
Supervisor:
Claudia Czado
Advisor:
Claudia Czado
Date of acceptation:
19.09.2022
Year:
2022
Quarter:
3. Quartal
Year / month:
2022-09
Month:
Sep
Pages:
75
Language:
en
University:
Technische Universität München
Faculty:
TUM School of Computation, Information and Technology
TUM Institution:
Professur für Angewandte Mathematische Statistik
Format:
Text
 BibTeX