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An ensemble machine learning based bank loan approval predictions system with a smart application
6 references·4 citing·28 second hop
An ensemble machine learning based bank loan approval predictions system with a smart application (2023)An ensemble machine learning based bank l…Dark-Side Avoidance of Mobile Applications With Data Biases Elimination in Socio-Cyber World (2023)Dark-Side Avoidance of Mobile…Prediction of Loan Behaviour with Machine Learning Models for Secure Banking (2022)Prediction of Loan Behaviour …Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning (2022)Machine learning-based lung a…Loan default prediction using decision trees and random forest: A comparative study (2021)Loan default prediction using…A study on predicting loan default based on the random forest algorithm (2019)A study on predicting loan de…Finance, investment, and growth (2003)Finance, investment, and grow…Flexible recommendation for optimizing the debt collection process based on customer risk using deep reinforcement learning (2024)Flexible recommendation for o…Ensemble-Based Machine Learning Algorithm for Loan Default Risk Prediction (2024)Ensemble-Based Machine Learni…Comparative study on Loan Approval Prediction Utilizing Machine Learning Approaches (2024)Comparative study on Loan App…An Empirical Comparison of Machine Learning Techniques for Bank Loan Approval Prediction (2024)An Empirical Comparison of Ma…Legal Determinants of External Finance (1997)Law and Finance (1998)Corporate Ownership Around the World (1999)The impact of foreign board membership on firm value (2003)Precarious Politics and Return Volatility (2011)Digital finance, green technological innovation and energy-environmental performance: Evidence from China's regional economies (2021)Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending (2014)Risk assessment in social lending via random forests (2015)Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning (2018)What Is Quantitative Research? An Overview and Guidelines (2024)Credit Risk Analysis Using Machine and Deep Learning Models (2018)Exploitation of Machine Learning Algorithms for Detecting Financial Crimes Based on Customers’ Behavior (2022)A credit scoring model for personal loans (1989)Machine Learning and Deep Learning for Loan Prediction in Banking: Exploring Ensemble Methods and Data Balancing (2024)Freedom to roam (2009)Interacting with mobile devices via VoiceOver (2012)Automated Accessibility Testing of Mobile Apps (2018)Machine learning for corporate default risk: Multi-period prediction, frailty correlation, loan portfolios, and tail probabilities (2022)Explainable prediction of loan default based on machine learning models (2023)Predictive Analytics and Machine Learning in Direct Marketing for Anticipating Bank Term Deposit Subscriptions (2023)A two-stage hybrid credit risk prediction model based on XGBoost and graph-based deep neural network (2022)Assessing credit risk of commercial customers using hybrid machine learning algorithms (2022)Transfer learning: a friendly introduction (2022)Deciphering the Liquidity and Credit Crunch 2007–2008 (2009)Correlation Coefficients: Appropriate Use and Interpretation (2018)Machine Learning: Algorithms, Real-World Applications and Research Directions (2021)Financial Distress Prediction for Small and Medium Enterprises Using Machine Learning Techniques (2021)Data-driven strategies for digital native market segmentation using clustering (2024)
this work references cited by second hop

References

  • 2003Finance, investment, and growth553 cited
  • 2022Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning329 cited
  • 2019A study on predicting loan default based on the random forest algorithm187 cited
  • 2021Loan default prediction using decision trees and random forest: A comparative study107 cited
  • 2022Prediction of Loan Behaviour with Machine Learning Models for Secure Banking90 cited
  • 2023Dark-Side Avoidance of Mobile Applications With Data Biases Elimination in Socio-Cyber World11 cited

Cited by

  • 2024An Empirical Comparison of Machine Learning Techniques for Bank Loan Approval Prediction58 cited
  • 2024Ensemble-Based Machine Learning Algorithm for Loan Default Risk Prediction32 cited
  • 2024Flexible recommendation for optimizing the debt collection process based on customer risk using deep reinforcement learning28 cited
  • 2024Comparative study on Loan Approval Prediction Utilizing Machine Learning Approaches16 cited

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