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A comparative study of forecasting corporate credit ratings using neural networks, support vector machines, and decision trees
Golbayani, Parisa; Florescu, Ionuţ; Chatterjee, Rupak - In: The North American journal of economics and finance : a … 54 (2020), pp. 1-16
Persistent link: https://www.econbiz.de/10012665100
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Credit default prediction using a support vector machine and a probabilistic neural network
Abedin, Mohammad Zoynul; Chi, Guotai; Colombage, Sisira; … - In: The journal of credit risk : published quarterly by … 14 (2018) 2, pp. 1-27
Persistent link: https://www.econbiz.de/10011917538
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Cost-based feature selection for Support Vector Machines : an application in credit scoring
Maldonado, Sebastián; Pérez, Juan; Bravo, Cristián - In: European journal of operational research : EJOR 261 (2017) 2, pp. 656-665
Persistent link: https://www.econbiz.de/10011738061
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Enhancing two-stage modelling methodology for loss given default with support vector machines
Yao, Xiao; Crook, Jonathan N.; Andreeva, Galina - In: European journal of operational research : EJOR 263 (2017) 2, pp. 679-689
Persistent link: https://www.econbiz.de/10011794025
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Estimation procedures of using five alternative machine learning methods for predicting credit card default
Teng, Huei-Wen; Lee, Michael - In: Review of Pacific Basin financial markets and policies 22 (2019) 3, pp. 1950021-1-1950021-27
Persistent link: https://www.econbiz.de/10012156160
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Credit default prediction modeling : an application of support vector machine
Moula, Fahmida E.; Chi, Guotai; Abedin, Mohammad Zoynul - In: Risk management : a journal of risk, crisis and disaster 19 (2017) 2, pp. 158-187
Persistent link: https://www.econbiz.de/10011738422
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Prediction of corporate credit ratings with machine learning : simple interpretative models
Galil, Koresh; Hauptman, Ami; Rosenboim, Rosit Levy - In: Finance research letters 58 (2023) 4, pp. 1-8
Persistent link: https://www.econbiz.de/10014633496
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Peer-to-peer lending default prediction model : a credit scoring application with social media data
Faturohman, Taufik; Wiryono, Sudarso Kaderi; Khilfah, … - In: International journal of monetary economics and finance … 17 (2024) 2/3, pp. 189-200
Persistent link: https://www.econbiz.de/10015066133
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Boosted decision trees for credit scoring
Di Persio, Luca; Borelli, Alberto - In: Handbook of research on new challenges and global …, (pp. 270-292). 2022
Persistent link: https://www.econbiz.de/10013171808
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Unsupervised quadratic surface support vector machine with application to credit risk assessment
Luo, Jian; Yan, Xin; Tian, Ye - In: European journal of operational research : EJOR 280 (2020) 3, pp. 1008-1017
Persistent link: https://www.econbiz.de/10012132508