Machine learning techniques for credit risk evaluation: a systematic literature review

S Bhatore, L Mohan, YR Reddy - Journal of Banking and Financial …, 2020 - Springer
Credit risk is the risk of financial loss when a borrower fails to meet the financial commitment.
While there are many factors that constitute credit risk, due diligence while giving loan (credit …

Enhancing enterprise credit risk assessment with cascaded multi-level graph representation learning

L Song, H Li, Y Tan, Z Li, X Shang - Neural Networks, 2024 - Elsevier
Abstract The assessment of Enterprise Credit Risk (ECR) is a critical technique for
investment decisions and financial regulation. Previous methods usually construct …

[PDF][PDF] Application of machine learning algorithms for business failure prediction

S Aktan - Investment Management and Financial Innovations, 2011 - irbis-nbuv.gov.ua
Business failure prediction has long been an active research field in finance. Due to advent
of new regulations like Basel ΙI business failure prediction methods moves from traditional …

Feature selection in credit scoring-a quadratic programming approach solving with bisection method based on Tabu search

J Huang - 2015 - rio.tamiu.edu
Credit risk is one of the most important topics in the risk management. Meanwhile, it is the
major risk of banks and financial institutions encountered as claimed by the Basel capital …

Incorporating qualitative information for credit risk assessment through frequent subtree mining for XML

N Ikasari, F Hadzic, TS Dillon - XML Data Mining: Models, Methods …, 2012 - igi-global.com
Credit risk assessment has been one of the most appealing topics in banking and finance
studies, attracting both scholars' and practitioners' attention for some time. Following the …

[PDF][PDF] of Thesis: Explainable Credit Risk Scoring in P2P Lending

R YADAV - assessment, 2022 - is.muni.cz
Credit risk arises when a lender or client in a debt agreement fails to make the required
instalment. Major advancements in credit risk intelligence have been made in the last …

Makine öğrenmesi teknikleri kullanılarak kredi risk analizi

ÖY Can - 2020 - acikbilim.yok.gov.tr
İnsanların son dönemlerde bankalardan kredi talepleri oldukça fazlalaştığı görülmektedir.
Bu durum bankalar açısından olumlu bir durum gibi gözükse de aynı zamanda çok fazla risk …

Machine Learning Model to Evaluate the Credit Limit for Commercial Customers

E KOÇOĞLU, F ERSÖZ, E Kurt TEKEZ - Available at SSRN 4827140 - papers.ssrn.com
This research introduces an innovative machine learning model capable of accurately
classifying the direction of credit limit adjustments. It also identifies the variables that will be …

Explainable Credit Risk Scoring in P2P Lending

R Yadav - 2022 - is.muni.cz
Anotace Credit risk arises when a lender or client in a debt agreement fails to make the
required instalment. Major advancements in credit risk intelligence have been made in the …

Kvantifikovanje verovatnoće difolta preduzeća u Srbiji i razvoj internog kreditnog rejtinga za potrebe banke

NN Nikolić - Универзитет у Београду, 2014 - nardus.mpn.gov.rs
Predmet istraživanja ove doktorske disertacije je razvoj novog metodološkog okvira, kao i
praktična implementacija internog kreditnog rejtinga modela za segment velikih i srednjih …