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Churning of Bank Customers Using Supervised Learning
16 references·4 citing·48 second hop
Churning of Bank Customers Using Supervised Learning (2020)Churning of Bank Customers Using Supervis…Customer churn prediction in telecom using machine learning in big data platform (2019)Customer churn prediction in …Machine-Learning Techniques for Customer Retention: A Comparative Study (2018)Machine-Learning Techniques f…Deep Learning in Customer Churn Prediction: Unsupervised Feature Learning on Abstract Company Independent Feature Vectors (2017)Deep Learning in Customer Chu…Churn prediction in telecommunication using machine learning (2017)Churn prediction in telecommu…A comparative study of customer churn prediction in telecom industry using ensemble based classifiers (2017)A comparative study of custom…Predicting Customer Churn in Banking Industry using Neural Networks (2016)Predicting Customer Churn in …Developing a prediction model for customer churn from electronic banking services using data mining (2016)Developing a prediction model…Customer churn prediction in the telecommunication sector using a rough set approach (2016)Customer churn prediction in …Review of Data Mining Techniques for Churn Prediction in Telecom (2015)Review of Data Mining Techniq…Prediction of Customer Attrition of Commercial Banks based on SVM Model (2014)Prediction of Customer Attrit…Telecommunication subscribers' churn prediction model using machine learning (2013)Telecommunication subscribers…Customer Churn Prediction in Telecommunication A Decade Review and Classification (2013)Customer Churn Prediction in …A Customer Churn Prediction Model in Telecom Industry Using Boosting (2012)A Customer Churn Prediction M…Customer churn prediction using improved balanced random forests (2008)Customer churn prediction usi…Bank Customer Churn Prediction Based on Support Vector Machine: Taking a Commercial Bank's VIP Customer Churn as the Example (2008)Bank Customer Churn Predictio…Predicting customer behavior in telecommunications (2004)Predicting customer behavior …Multi-Level Machine Learning Model to Improve the Effectiveness of Predicting Customers Churn Banks (2024)Multi-Level Machine Learning …An Efficient Customer Churn Prediction Technique Using Combined Machine Learning in Commercial Banks (2024)An Efficient Customer Churn P…Predicting Banking Customer Churn based on Artificial Neural Network (2022)Predicting Banking Customer C…Adaptive XGBOOST Hyper Tuned Meta Classifier for Prediction of Churn Customers (2022)Adaptive XGBOOST Hyper Tuned …Customer base analysis: partial defection of behaviourally loyal clients in a non-contractual FMCG retail setting (2004)Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques (2006)Defection Detection: Measuring and Understanding the Predictive Accuracy of Customer Churn Models (2006)A comparative analysis of data preparation algorithms for customer churn prediction: A case study in the telecommunication industry (2016)A machine learning framework for customer purchase prediction in the non-contractual setting (2018)Customer churn prediction system: a machine learning approach (2021)The Impact of Customer Relationship Characteristics on Profitable Lifetime Duration (2003)A Strategic Framework for Customer Relationship Management (2005)Enterprise Systems: State-of-the-Art and Future Trends (2011)Improved churn prediction in telecommunication industry using data mining techniques (2014)Telco Churn Prediction with Big Data (2015)A Big Data Clustering Algorithm for Mitigating the Risk of Customer Churn (2016)Data mining for direct marketing: problems and solutions (1998)Handling class imbalance in customer churn prediction (2008)Cross-company customer churn prediction in telecommunication: A comparison of data transformation methods (2018)Machine Learning Based Customer Churn Prediction In Banking (2020)Investigating customer churn in banking: a machine learning approach and visualization app for data science and management (2023)A Tutorial Introduction to Decision Theory (1968)Building Data Mining Applications for CRM (1999)Predicting subscriber dissatisfaction and improving retention in the wireless telecommunications industry (2000)Separating financial from commercial customer churn: A modeling step towards resolving the conflict between the sales and credit department (2007)Applying Data Mining to Customer Churn Prediction in an Internet Service Provider (2010)Intelligent data analysis approaches to churn as a business problem: a survey (2016)Bankruptcy prediction using neural networks (1994)Using neural network ensembles for bankruptcy prediction and credit scoring (2007)Methodologies for data quality assessment and improvement (2009)Customer Churn Analysis and Prediction Using Data Mining Models in Banking Industry (2019)Experimental Analysis of Hyperparameters for Deep Learning-Based Churn Prediction in the Banking Sector (2021)Towards Explainable Machine Learning for Bank Churn Prediction Using Data Balancing and Ensemble-Based Methods (2022)Building comprehensible customer churn prediction models with advanced rule induction techniques (2010)An improved method to construct basic probability assignment based on the confusion matrix for classification problem (2016)Leveraging unstructured call log data for customer churn prediction (2020)Machine Learning to Develop Credit Card Customer Churn Prediction (2022)Extreme gradient boosting trees with efficient Bayesian optimization for profit-driven customer churn prediction (2023)Customer Switching Behavior in Service Industries: An Exploratory Study (1995)Investigating drivers of bank loyalty: the complex relationship between image, service quality and satisfaction (1998)Churn Prediction in Telecommunication using Logistic Regression and Logit Boost (2020)A Systematic Review of the Causes and Consequences of Price Hikes in Bangladesh (2023)Customer lifetime value: Marketing models and applications (1998)A comparison of machine learning techniques for customer churn prediction (2015)AI-enabled Enterprise Information Systems for Manufacturing (2021)Machine Learning Approaches for Auto Insurance Big Data (2021)Turning telecommunications call details to churn prediction: a data mining approach (2002)Customer Churn Prediction in Telecom Sector Using Machine Learning Techniques (2022)A Review on Machine Learning Methods for Customer Churn Prediction and Recommendations for Business Practitioners (2024)Analysis of customer churn prediction in telecom industry using decision trees and logistic regression (2016)Comparison of supervised machine learning techniques for customer churn prediction based on analysis of customer behavior (2017)Machine learning based customer churn prediction in home appliance rental business (2023)
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References

  • 2019Customer churn prediction in telecom using machine learning in big data platform486 cited
  • 2008Customer churn prediction using improved balanced random forests412 cited
  • 2016Customer churn prediction in the telecommunication sector using a rough set approach222 cited
  • 2012A Customer Churn Prediction Model in Telecom Industry Using Boosting185 cited
  • 2018Machine-Learning Techniques for Customer Retention: A Comparative Study173 cited
  • 2013Telecommunication subscribers' churn prediction model using machine learning140 cited
  • 2014Prediction of Customer Attrition of Commercial Banks based on SVM Model123 cited
  • 2016Developing a prediction model for customer churn from electronic banking services using data mining116 cited
  • 2004Predicting customer behavior in telecommunications81 cited
  • 2016Predicting Customer Churn in Banking Industry using Neural Networks78 cited
  • 2017A comparative study of customer churn prediction in telecom industry using ensemble based classifiers70 cited
  • 2013Customer Churn Prediction in Telecommunication A Decade Review and Classification40 cited
  • 2017Deep Learning in Customer Churn Prediction: Unsupervised Feature Learning on Abstract Company Independent Feature Vectors36 cited
  • 2015Review of Data Mining Techniques for Churn Prediction in Telecom

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34 cited
  • 2008Bank Customer Churn Prediction Based on Support Vector Machine: Taking a Commercial Bank's VIP Customer Churn as the Example31 cited
  • 2017Churn prediction in telecommunication using machine learning25 cited
  • Cited by

    • 2022Predicting Banking Customer Churn based on Artificial Neural Network14 cited
    • 2024Multi-Level Machine Learning Model to Improve the Effectiveness of Predicting Customers Churn Banks12 cited
    • 2024An Efficient Customer Churn Prediction Technique Using Combined Machine Learning in Commercial Banks9 cited
    • 2022Adaptive XGBOOST Hyper Tuned Meta Classifier for Prediction of Churn Customers8 cited