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Customer Churn Prediction Based on Feature Clustering and Nonparallel Support Vector Machine
6 references·1 citing·35 second hop
Customer Churn Prediction Based on Feature Clustering and Nonparallel Support Vector Machine (2014)Customer Churn Prediction Based on Featur…Model of Customer Churn Prediction on Support Vector Machine (2008)Model of Customer Churn Predi…Handling class imbalance in customer churn prediction (2008)Handling class imbalance in c…Customer churn prediction using improved balanced random forests (2008)Customer churn prediction usi…Customer Churn Prediction Based on the Decision Tree in Personal Handyphone System Service (2007)Customer Churn Prediction Bas…Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques (2006)Churn prediction in subscript…Analysing Customer Churn in Insurance Data – A Case Study (2004)Analysing Customer Churn in I…A Novel Hybrid Forecasting Approach for Customers Churn in Banking Industry (2022)A Novel Hybrid Forecasting Ap…Time Series Analysis: Forecasting and Control (1977)Time Series Analysis: Forecasting and Control (1977)Subexponential Distributions (2004)User Behavior Modelling Approach for Churn Prediction in Online Games (2012)Just-in-time customer churn prediction in the telecommunication sector (2017)Swarm intelligence goal-oriented approach to data-driven innovation in customer churn management (2021)A Logit Model of Brand Choice Calibrated on Scanner Data (1983)Customer Evaluations of Service Complaint Experiences: Implications for Relationship Marketing (1998)Switching barriers and repurchase intentions in services (2000)Building comprehensible customer churn prediction models with advanced rule induction techniques (2010)Customer churn prediction in telecommunications (2011)Customer Switching Behavior in Service Industries: An Exploratory Study (1995)Customer Satisfaction Cues To Support Market Segmentation and Explain Switching Behavior (2000)Turning telecommunications call details to churn prediction: a data mining approach (2002)Developing a prediction model for customer churn from electronic banking services using data mining (2016)Comparison of supervised machine learning techniques for customer churn prediction based on analysis of customer behavior (2017)A Survey on Churn Analysis in Various Business Domains (2020)Customer base analysis: partial defection of behaviourally loyal clients in a non-contractual FMCG retail setting (2004)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)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Modeling Customer Lifetime Value (2006)Evaluating multiple classifiers for stock price direction prediction (2015)A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees (2018)Customer churn prediction in telecom using machine learning in big data platform (2019)Determinants of subscriber churn and customer loyalty in the Korean mobile telephony market (2004)Applying data mining to telecom churn management (2005)A new feature set with new window techniques for customer churn prediction in land-line telecommunications (2009)Particle classification optimization-based BP network for telecommunication customer churn prediction (2016)Application of interpretable machine learning models for the intelligent decision (2018)The Impact of Customer Relationship Characteristics on Profitable Lifetime Duration (2003)Application of data mining techniques in customer relationship management: A literature review and classification (2008)
this work references cited by second hop

References

  • 2008Handling class imbalance in customer churn prediction552 cited
  • 2006Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques432 cited
  • 2008Customer churn prediction using improved balanced random forests412 cited
  • 2008Model of Customer Churn Prediction on Support Vector Machine161 cited
  • 2007Customer Churn Prediction Based on the Decision Tree in Personal Handyphone System Service72 cited
  • 2004Analysing Customer Churn in Insurance Data – A Case Study50 cited

Cited by

  • 2022A Novel Hybrid Forecasting Approach for Customers Churn in Banking Industry7 cited

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