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An Efficient Loan Approval Status Prediction Using Machine Learning
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An Efficient Loan Approval Status Prediction Using Machine Learning (2023)An Efficient Loan Approval Status Predict…Research on personal credit risk evaluation based on XGBoost (2022)Research on personal credit r…LOAN APPROVAL PREDICTION BASED ON MACHINE LEARNING APPROACH (2022)LOAN APPROVAL PREDICTION BASE…Prediction of Modernized Loan Approval System Based on Machine Learning Approach (2021)Prediction of Modernized Loan…Bank Loan Prediction System using Machine Learning (2020)Bank Loan Prediction System u…An Approach for Prediction of Loan Approval using Machine Learning Algorithm (2020)An Approach for Prediction of…Prediction of loan status in commercial bank using machine learning classifier (2017)Prediction of loan status in …Automated data collection for credit score calculation based on financial transactions and social media (2017)Automated data collection for…Developing Prediction Model of Loan Risk in Banks Using Data Mining (2016)Developing Prediction Model o…A machine learning approach for predicting bank credit worthiness (2016)A machine learning approach f…Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Bankruptcy prediction using s…Financial Ratios As Predictors of Failure (1966)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Using neural network ensembles for bankruptcy prediction and credit scoring (2007)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)Borrower Risk and the Price and Nonprice Terms of Bank Loans (2000)Credit Risk Analysis and Prediction Modelling of Bank Loans Using R (2016)Credit Risk Model Based on Central Bank Credit Registry Data (2021)Exploitation of Machine Learning Algorithms for Detecting Financial Crimes Based on Customers’ Behavior (2022)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Credit rating by hybrid machine learning techniques (2009)A data-driven approach to predict the success of bank telemarketing (2014)Prediction analysis of risky credit using Data mining classification models (2017)Review of Machine Learning models for Credit Scoring Analysis (2020)A k-Nearest-Neighbour Classifier for Assessing Consumer Credit Risk (1996)Credit scoring with a data mining approach based on support vector machines (2006)Consumer credit-risk models via machine-learning algorithms (2010)Credit Risk Prediction in Commercial Bank Using Chi-Square with SVM-RBF (2021)Data-driven approaches in FinTech: a survey (2021)Credit scoring using the clustered support vector machine (2014)An empirical evaluation of the performance of binary classifiers in the prediction of credit ratings changes (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)A Model-Agnostic Interpretability Approach to Predicting Customer Churn in the Telecommunications Industry (2024)Corporate ESG rating prediction based on XGBoost-SHAP interpretable machine learning model (2025)Hybrid boosted attention-based LightGBM framework for enhanced credit risk assessment in digital finance (2025)Advanced credit score calculation using social media and machine learning (2019)Swindle: Predicting the Probability of Loan Defaults using CatBoost Algorithm (2021)Comparative Analysis of Customer Loan Approval Prediction using Machine Learning Algorithms (2022)Customer Loan Eligibility Prediction using Machine Learning Algorithms in Banking Sector (2022)Machine Learning for an Enhanced Credit Risk Analysis: A Comparative Study of Loan Approval Prediction Models Integrating Mental Health Data (2024)Analyzing the impact of loan features on bank loan prediction using R andom F orest algorithm (2023)Intelligent Loan Eligibility and Approval System based on Random Forest Algorithm using Machine Learning (2023)A Comparative Analysis for Loan Approval Prediction using Machine Learning (2024)Flexible recommendation for optimizing the debt collection process based on customer risk using deep reinforcement learning (2024)
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References

  • 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters872 cited
  • 2020An Approach for Prediction of Loan Approval using Machine Learning Algorithm153 cited
  • 2016Developing Prediction Model of Loan Risk in Banks Using Data Mining101 cited
  • 2022LOAN APPROVAL PREDICTION BASED ON MACHINE LEARNING APPROACH81 cited
  • 2020Bank Loan Prediction System using Machine Learning61 cited
  • 2022Research on personal credit risk evaluation based on XGBoost60 cited
  • 2016A machine learning approach for predicting bank credit worthiness60 cited
  • 2017Prediction of loan status in commercial bank using machine learning classifier60 cited
  • 2021Prediction of Modernized Loan Approval System Based on Machine Learning Approach56 cited
  • 2017Automated data collection for credit score calculation based on financial transactions and social media22 cited

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