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An Ensemble Machine Learning Approach for Forecasting Credit risk of Loan Applications
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An Ensemble Machine Learning Approach for Forecasting Credit risk of Loan Applications (2023)An Ensemble Machine Learning Approach for…LOAN APPROVAL PREDICTION BASED ON MACHINE LEARNING APPROACH (2022)LOAN APPROVAL PREDICTION BASE…Loan default prediction using decision trees and random forest: A comparative study (2021)Loan default prediction using…Machine learning predictivity applied to consumer creditworthiness (2020)Machine learning predictivity…An Approach for Prediction of Loan Approval using Machine Learning Algorithm (2020)An Approach for Prediction of…Exploring the Machine Learning Algorithm for Prediction the Loan Sanctioning Process (2019)Exploring the Machine Learnin…Credit Risk Analysis Using Machine and Deep Learning Models (2018)Credit Risk Analysis Using Ma…Application of Ensemble Models in Credit Scoring Models (2018)Application of Ensemble Model…Developing Prediction Model of Loan Risk in Banks Using Data Mining (2016)Developing Prediction Model o…Loan Credibility Prediction System Based on Decision Tree Algorithm (2015)Loan Credibility Prediction S…Application of K-Means Algorithm for Efficient Customer Segmentation: A Strategy for Targeted Customer Services (2015)Application of K-Means Algori…Credit Analysis Using Data Mining: Application in the Case of a Credit Union (2014)Credit Analysis Using Data Mi…Modeling consumer loan default prediction using ensemble neural networks (2013)Modeling consumer loan defaul…Exploratory Data Mining and Data Cleaning (2003)Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management (2004)Yin, Robert K. Estudo de caso - Planejamento e metodos. Porto Alegre, Bookman, 2005 (2008)Credit risk analysis with classification Restricted Boltzmann Machine (2018)Credit Scoring Through Data Mining Approach: A Case Study of Mortgage Loan In Indonesia (2019)New hybrid method for feature selection and classification using meta-heuristic algorithm in credit risk assessment (2019)Big data: The next frontier for innovation, competition, and productivity (2011)The basis of market segmentation: a critical review of literature (2011)Using Unsupervised Machine Learning Techniques for Behavioral-based Credit Card Users Segmentation in Africa (2020)Customer Segmentation Using Machine Learning (2021)Customer Mobile Behavioral Segmentation and Analysis in Telecom Using Machine Learning (2022)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)The Estimation of the Lorenz Curve and Gini Index (1972)Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Consumer credit-risk models via machine-learning algorithms (2010)Machine Learning in Banking Risk Management: A Literature Review (2019)Deep learning for credit scoring: Do or don’t? (2021)Corporate finance risk prediction based on LightGBM (2022)Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress (1985)Neural network credit scoring models (2000)Improved credit scoring model using XGBoost with Bayesian hyper-parameter optimization (2021)Utilization of artificial intelligence in the banking sector: a systematic literature review (2022)Advancing financial resilience: A systematic review of default prediction models and future directions in credit risk management (2024)The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients (2008)A comparative assessment of ensemble learning for credit scoring (2010)Analyzing the impact of loan features on bank loan prediction using R andom F orest algorithm (2023)Financial revolution: a systemic analysis of artificial intelligence and machine learning in the banking sector (2023)Machine learning powered financial credit scoring: a systematic literature review (2025)A study on predicting loan default based on the random forest algorithm (2019)Prediction of Loan Behaviour with Machine Learning Models for Secure Banking (2022)An ensemble machine learning based bank loan approval predictions system with a smart application (2023)Modern Approach for Loan Sanctioning in Banks Using Machine Learning (2020)Logistic Regression Model for Loan Prediction: A Machine Learning Approach (2021)Loan Prediction System Using Machine Learning (2022)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)Bank Loan Prediction System using Machine Learning (2020)
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References

  • 2018Credit Risk Analysis Using Machine and Deep Learning Models318 cited
  • 2020An Approach for Prediction of Loan Approval using Machine Learning Algorithm153 cited
  • 2021Loan default prediction using decision trees and random forest: A comparative study107 cited
  • 2016Developing Prediction Model of Loan Risk in Banks Using Data Mining101 cited
  • 2022LOAN APPROVAL PREDICTION BASED ON MACHINE LEARNING APPROACH81 cited
  • 2015Application of K-Means Algorithm for Efficient Customer Segmentation: A Strategy for Targeted Customer Services65 cited
  • 2018Application of Ensemble Models in Credit Scoring Models42 cited
  • 2020Machine learning predictivity applied to consumer creditworthiness39 cited
  • 2015Loan Credibility Prediction System Based on Decision Tree Algorithm29 cited
  • 2014Credit Analysis Using Data Mining: Application in the Case of a Credit Union21 cited
  • 2013Modeling consumer loan default prediction using ensemble neural networks21 cited
  • 2019Exploring the Machine Learning Algorithm for Prediction the Loan Sanctioning Process21 cited

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