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A Customer Churn Prediction Model in Telecom Industry Using Boosting

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References

2005A Strategic Framework for Customer Relationship Management2,094 cited
2003The Impact of Customer Relationship Characteristics on Profitable Lifetime Duration1,163 cited
2011Enterprise Systems: State-of-the-Art and Future Trends681 cited
1999Building Data Mining Applications for CRM599 cited
2008Handling class imbalance in customer churn prediction552 cited
2011New insights into churn prediction in the telecommunication sector: A profit driven data mining approach460 cited
2002Turning telecommunications call details to churn prediction: a data mining approach460 cited
2006Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques432 cited
2005Computer assisted customer churn management: State-of-the-art and future trends340 cited

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2014Improved churn prediction in telecommunication industry using data mining techniques176 cited
2015Telco Churn Prediction with Big Data130 cited
2016A Big Data Clustering Algorithm for Mitigating the Risk of Customer Churn118 cited
2017Comparison of supervised machine learning techniques for customer churn prediction based on analysis of customer behavior102 cited
2020Customer switching behavior analysis in the telecommunication industry via push-pull-mooring framework: A machine learning approach

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94 cited

2017Churn prediction on huge telecom data using hybrid firefly based classification87 cited

2023Extreme gradient boosting trees with efficient Bayesian optimization for profit-driven customer churn prediction79 cited

2016A Survey on Customer Churn Prediction using Machine Learning Techniques71 cited

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2017A comparative study of customer churn prediction in telecom industry using ensemble based classifiers70 cited

2017Intelligent churn prediction for telecom using GP-AdaBoost learning and PSO undersampling63 cited

2018Customer Churn Prediction Modelling Based on Behavioural Patterns Analysis using Deep Learning59 cited

2023Determinants of churn in telecommunication services: a systematic literature review57 cited

2021Multi-objective rain optimization algorithm with WELM model for customer churn prediction in telecommunication sector54 cited

2017A review and analysis of churn prediction methods for customer retention in telecom industries53 cited

2022Retracted: Customer - Churn Prediction Using Machine Learning50 cited