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Machine learning and credit ratings prediction in the age of fourth industrial revolution

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Cited by:

  1. Mirza, Nawazish & Umar, Muhammad & Horobet, Alexandra & Boubaker, Sabri, 2024. "Effects of climate change and technological capex on credit risk cycles in the European Union," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  2. Huo, Da & Chaudhry, Hassan Rauf, 2021. "Using machine learning for evaluating global expansion location decisions: An analysis of Chinese manufacturing sector," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
  3. Nawazish Mirza & Muhammad Umar & Rashid Sbia & Mangafic Jasmina, 2024. "The impact of blue and green lending on credit portfolios: a commercial banking perspective," Post-Print hal-04678730, HAL.
  4. Lang, Qiaoqi & Ma, Feng & Mirza, Nawazish & Umar, Muhammad, 2023. "The interaction of climate risk and bank liquidity: An emerging market perspective for transitions to low carbon energy," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  5. He, Ni & Yongqiao, Wang & Tao, Jiang & Zhaoyu, Chen, 2022. "Self-Adaptive bagging approach to credit rating," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  6. Liu, Zhenkun & Jiang, Ping & De Bock, Koen W. & Wang, Jianzhou & Zhang, Lifang & Niu, Xinsong, 2024. "Extreme gradient boosting trees with efficient Bayesian optimization for profit-driven customer churn prediction," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
  7. Hao, Xinyue & Demir, Emrah & Eyers, Daniel, 2024. "Exploring collaborative decision-making: A quasi-experimental study of human and Generative AI interaction," Technology in Society, Elsevier, vol. 78(C).
  8. Chen, Zhonglu & Umar, Muhammad & Su, Chi-Wei & Mirza, Nawazish, 2023. "Renewable energy, credit portfolios and intermediation spread: Evidence from the banking sector in BRICS," Renewable Energy, Elsevier, vol. 208(C), pages 561-566.
  9. González, Marta Ramos & Ureña, Antonio Partal & Fernández-Aguado, Pilar Gómez, 2023. "Forecasting for regulatory credit loss derived from the COVID-19 pandemic: A machine learning approach," Research in International Business and Finance, Elsevier, vol. 64(C).
  10. Hussien Mohamad Alakrash & Norizan Abdul Razak, 2021. "Technology-Based Language Learning: Investigation of Digital Technology and Digital Literacy," Sustainability, MDPI, vol. 13(21), pages 1-17, November.
  11. Chen, Zhonglu & Mirza, Nawazish & Huang, Lei & Umar, Muhammad, 2022. "Green Banking—Can Financial Institutions support green recovery?," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 389-395.
  12. Sun, Weixin & Zhang, Xuantao & Li, Minghao & Wang, Yong, 2023. "Interpretable high-stakes decision support system for credit default forecasting," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
  13. Su, Chi-Wei & Mirza, Nawazish & Umar, Muhammad & Chang, Tsangyao & Albu, Lucian Liviu, 2022. "Resource extraction, greenhouse emissions, and banking performance," Resources Policy, Elsevier, vol. 79(C).
  14. Xie, Xin & Mirza, Nawazish & Umar, Muhammad & Ji, Xiaoman, 2024. "Covid-19 and market discipline: Evidence from the banking sector in emerging markets," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 612-621.
  15. Kumar, Aman & Shankar, Amit, 2024. "Building a sustainable future with enterprise metaverse in a data-driven era: A technology-organization-environment (TOE) perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
  16. Rahat, Birjees & Nguyen, Pascal, 2022. "Risk-adjusted investment performance of green and black portfolios and impact of toxic divestments in emerging markets," Energy Economics, Elsevier, vol. 116(C).
  17. Yu, Baojun & Li, Changming & Mirza, Nawazish & Umar, Muhammad, 2022. "Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  18. Rahat, Birjees & Nguyen, Pascal, 2023. "Does ESG performance impact credit portfolios? Evidence from lending to mineral resource firms in emerging markets," Resources Policy, Elsevier, vol. 85(PB).
  19. Umar, Muhammad & Mirza, Nawazish & Rizvi, Syed Kumail Abbas & Naqvi, Bushra, 2022. "ESG scores and target price accuracy: Evidence from sell-side recommendations in BRICS," International Review of Financial Analysis, Elsevier, vol. 84(C).
  20. Cristian Marques Corrales & Luis Alberto Otero González & Pablo Durán Santomil, 2024. "Estimation of default and pricing for invoice trading (P2B) on crowdlending platforms," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-29, December.
  21. Li, Zhe & Liang, Shuguang & Pan, Xianyou & Pang, Meng, 2024. "Credit risk prediction based on loan profit: Evidence from Chinese SMEs," Research in International Business and Finance, Elsevier, vol. 67(PA).
  22. Mirza, Nawazish & Umar, Muhammad & Afzal, Ayesha & Firdousi, Saba Fazal, 2023. "The role of fintech in promoting green finance, and profitability: Evidence from the banking sector in the euro zone," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 33-40.
  23. Pietronudo, Maria Cristina & Croidieu, Grégoire & Schiavone, Francesco, 2022. "A solution looking for problems? A systematic literature review of the rationalizing influence of artificial intelligence on decision-making in innovation management," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  24. Jauhar, Sunil Kumar & Sethi, Sunil & Kamble, Sachin S. & Mathew, Shawn & Belhadi, Amine, 2024. "Artificial intelligence and machine learning-based decision support system for forecasting electric vehicles' power requirement," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  25. Yang, Jinyu & Dong, Dayong & Liang, Chao & Cao, Yang, 2024. "Monetary policy uncertainty and the price bubbles in energy markets," Energy Economics, Elsevier, vol. 133(C).
  26. Shan, Shan & Mirza, Nawazish & Umar, Muhammad & Hasnaoui, Amir, 2023. "The nexus of sustainable development, blue financing, digitalization, and financial intermediation," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
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