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EU-27 bank failure prediction with C5.0 decision trees and deep learning neural networks

Kristóf, Tamás; Virág, Miklós - In: Research in international business and finance 61 (2022), pp. 1-17

Persistent link: https://www.econbiz.de/10014240075

Consumer credit risk analysis through artificial intelligence : a comparative study between the classical approach of logistic regression and advanced machine learning techniques

El Khair Ghoujdam, Mousaab; Chaâbita, Rachid; … - In: Cogent economics & finance 12 (2024) 1, pp. 1-14

This research article presents a comparative analysis between logistic regression as a traditional method, artificial neural networks (ANNs), and decision tree as machine learning techniques for predicting credit risk. It meticulously examines and evaluates these three methods, elucidating their...

Persistent link: https://www.econbiz.de/10015211216

Artificial intelligence in asset management

Bartram, Söhnke M.; Branke, Jürgen; Motahari, Mehrshad - 2020 - This revision 01 April 2020

Persistent link: https://www.econbiz.de/10012217351

Self-Adaptive bagging approach to credit rating

Ni, He; Wang, Yongqiao; Jiang, Tao; Zhaoyu, Chen - In: Technological forecasting & social change : an … 175 (2022), pp. 1-12

Persistent link: https://www.econbiz.de/10013332307

Trees and decicions

Alós-Ferrer, Carlos; Ritzberger, Klaus - 2003

Persistent link: https://www.econbiz.de/10001744799

A polynomial-time algorithm for enumerating all vertices of bisubmodular polyhedra

Zhan, Ping; Naitoh, Takeshi - 2005

Persistent link: https://www.econbiz.de/10002673852

Trees and decisions

Alós-Ferrer, Carlos; Ritzberger, Klaus - 2003

not a domain for decision theory. Decision theory perceives of acts as functions from states to consequences. Sequential …

Persistent link: https://www.econbiz.de/10009725478

Machine learning-based classifiers ensemble for credit risk assessment

Pandey, Trilok Nath; Jagadev, Alok Kumar; Choudhury, D.; … - In: International journal of electronic finance : IJEF 7 (2013) 3/4, pp. 227-249

Persistent link: https://www.econbiz.de/10010400393

Investigation of listed companies credit risk assessment : based on different learning schemes of BP neural network

Han, Yanyan; Wang, Bo - In: Inventi impact: microfinance & banking (2011) 2, pp. 78-81

Persistent link: https://www.econbiz.de/10009686186

Credit risk detection based on machine learning algorithms

Wang, Xin; Zong, Kai; Luo, Cuicui - In: International journal of financial services management … 11 (2022) 3, pp. 183-189

Persistent link: https://www.econbiz.de/10014311734