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Customer Churn Prediction Using Machine Learning Approaches
8 references·4 citing·46 second hop
Customer Churn Prediction Using Machine Learning Approaches (2023)Customer Churn Prediction Using Machine L…Effective ML Techniques to Predict Customer Churn (2021)Effective ML Techniques to Pr…Churn prediction using comprehensible support vector machine: An analytical CRM application (2014)Churn prediction using compre…Reconciling performance and interpretability in customer churn prediction using ensemble learning based on generalized additive models (2012)Reconciling performance and i…A Customer Churn Prediction Model in Telecom Industry Using Boosting (2012)A Customer Churn Prediction M…An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction (2011)An empirical evaluation of ro…Building comprehensible customer churn prediction models with advanced rule induction techniques (2010)Building comprehensible custo…Customer churn prediction by hybrid neural networks (2009)Customer churn prediction by …Predicting credit card customer churn in banks using data mining (2008)Predicting credit card custom…RetenNet: A Deployable Machine Learning Pipeline with Explainable AI and Prescriptive Optimization for Customer Churn Management (2025)RetenNet: A Deployable Machin…Personalized and Contextualized Data Analysis for E-Commerce Customer Retention Improvement With Bi-LSTM Churn Prediction (2024)Personalized and Contextualiz…Hybrid Machine Learning Models for Predictive Maintenance in Cloud-Based Infrastructure for SaaS Applications (2024)Hybrid Machine Learning Model…Identifying Customer Churn Patterns Using Machine Learning Predictive Analysis (2023)Identifying Customer Churn Pa…Customer Switching Behavior in Service Industries: An Exploratory Study (1995)Forecasting with artificial neural networks: (1998)Application of data mining techniques in customer relationship management: A literature review and classification (2008)An empirical comparison of techniques for the class imbalance problem in churn prediction (2017)Customer churn 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Value (2000)Switching barriers and repurchase intentions in services (2000)A Framework for Customer Relationship Management (2001)Valuing Customers (2004)A Survey on Customer Churn Prediction using Machine Learning Techniques (2016)A Data-Driven Approach to Improve Customer Churn Prediction Based on Telecom Customer Segmentation (2022)Profit-driven weighted classifier with interpretable ability for customer churn prediction (2024)A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees (2018)Student Satisfaction and Churn Predicting using Machine Learning Algorithms for EdTech course (2022)Customer Churn Prediction Using Apriori Algorithm and Ensemble Learning (2023)An analysis on classification models for customer churn prediction (2024)Applying data mining to telecom churn management (2005)Stock intelligent investment strategy based on support vector machine parameter optimization algorithm (2019)Intensified Customer Churn Prediction: Connectivity with Weighted Multi-Layer Perceptron and Enhanced Multipath Back Propagation (2024)MNeuralTab: Integrating meta-modeling and neural networks for customer churn prediction in e-commerce (2025)A comparative analysis of data preparation algorithms for customer churn prediction: A case study in the telecommunication industry (2016)Customer relationship management mechanisms: A systematic review of the state of the art literature and recommendations for future research (2016)Customer churning analysis using machine learning algorithms (2023)Data-Driven Decision Support in SaaS Cloud-Based Service Models (2025)
this work references cited by second hop

References

  • 2010Building comprehensible customer churn prediction models with advanced rule induction techniques366 cited
  • 2009Customer churn prediction by hybrid neural networks321 cited
  • 2012A Customer Churn Prediction Model in Telecom Industry Using Boosting185 cited
  • 2014Churn prediction using comprehensible support vector machine: An analytical CRM application175 cited
  • 2008Predicting credit card customer churn in banks using data mining145 cited
  • 2011An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction132 cited
  • 2012Reconciling performance and interpretability in customer churn prediction using ensemble learning based on generalized additive models73 cited
  • 2021Effective ML Techniques to Predict Customer Churn61 cited

Cited by

  • 2024Hybrid Machine Learning Models for Predictive Maintenance in Cloud-Based Infrastructure for SaaS Applications19 cited
  • 2024Personalized and Contextualized Data Analysis for E-Commerce Customer Retention Improvement With Bi-LSTM Churn Prediction13 cited
  • 2023Identifying Customer Churn Patterns Using Machine Learning Predictive Analysis12 cited
  • 2025RetenNet: A Deployable Machine Learning Pipeline with Explainable AI and Prescriptive Optimization for Customer Churn Management9 cited

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