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A new filter feature selection approach for customer churn prediction in telecommunications
11 references·4 citing·37 second hop
A new filter feature selection approach for customer churn prediction in telecommunications (2010)A new filter feature selection approach f…Multi-objective feature selection by using NSGA-II for customer churn prediction in telecommunications (2009)Multi-objective feature selec…Customer Churn Prediction for Broadband Internet Services (2009)Customer Churn Prediction for…A new feature set with new window techniques for customer churn prediction in land-line telecommunications (2009)A new feature set with new wi…Churn Prediction in Subscription Services: an Application of Support Vector Machines While Comparing Two Parameter-Selection Techniques (2008)Churn Prediction in Subscript…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…A Mixed Process Neural Network and its Application to Churn Prediction in Mobile Communications (2006)A Mixed Process Neural Networ…Computer assisted customer churn management: State-of-the-art and future trends (2005)Computer assisted customer ch…Applying data mining to telecom churn management (2005)Applying data mining to telec…A novel evolutionary data mining algorithm with applications to churn prediction (2003)A novel evolutionary data min…Turning telecommunications call details to churn prediction: a data mining approach (2002)Turning telecommunications ca…Design and Implementation of a System for Comparative Analysis of Learning Architectures for Churn Prediction (2021)Design and Implementation of …Research of indicator system in customer churn prediction for telecom industry (2016)Research of indicator system …Improving churn prediction in telecommunications using complementary fusion of multilayer features based on factorization and construction (2014)Improving churn prediction in…Churn prediction methodologies in the telecommunications sector: A survey (2013)Churn prediction methodologie…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)Customer churn prediction using improved balanced random forests (2008)Building comprehensible customer churn prediction models with advanced rule induction techniques (2010)Customer churn prediction in telecommunications (2011)Customer satisfaction, customer retention, and market share (1993)Understanding customer relationship management (CRM) (2003)The effects of customer satisfaction and switching barrier on customer loyalty in Korean mobile telecommunication services (2004)Retention Futility: Targeting High-Risk Customers Might be Ineffective (2017)Customer churn prediction system: a machine learning approach (2021)Building Data Mining Applications for CRM (1999)Knowledge management and data mining for marketing (2001)New insights into churn prediction in the telecommunication sector: A profit driven data mining approach (2011)A comparison of machine learning techniques for customer churn prediction (2015)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)Particle classification optimization-based BP network for telecommunication customer churn prediction (2016)Application of interpretable machine learning models for the intelligent decision (2018)Predicting subscriber dissatisfaction and improving retention in the wireless telecommunications industry (2000)Social ties and their relevance to churn in mobile telecom networks (2008)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis (1999)A survey of results on mobile phone datasets analysis (2015)A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees (2018)Churn in Social Networks: A Discussion Boards Case Study (2010)A Rule-Based Method for Customer Churn Prediction in Telecommunication Services (2011)Customer Churn Prediction for Telecommunication Companies using Machine Learning and Ensemble Methods (2024)Preference disaggregation and statistical learning for multicriteria decision support: A review (2010)An effective hybrid learning system for telecommunication churn prediction (2013)Predicting Customer Churn in Mobile Telephony Industry Using Probabilistic Classifiers in Data Mining (2013)A Hybrid Churn Prediction Model in Mobile Telecommunication Industry (2013)Intelligent churn prediction for telecom using GP-AdaBoost learning and PSO undersampling (2017)Effective ML Techniques to Predict Customer Churn (2021)Genetic algorithm based neural network approaches for predicting churn in cellular wireless network services (2008)Improved marketing decision making in a customer churn prediction context using generalized additive models (2009)Employee churn prediction (2010)
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References

  • 2005Applying data mining to telecom churn management514 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
  • 2003A novel evolutionary data mining algorithm with applications to churn prediction348 cited
  • 2005Computer assisted customer churn management: State-of-the-art and future trends340 cited
  • 2009Multi-objective feature selection by using NSGA-II for customer churn prediction in telecommunications160 cited
  • 2008Churn Prediction in Subscription Services: an Application of Support Vector Machines While Comparing Two Parameter-Selection Techniques123 cited
  • 2007Customer Churn Prediction Based on the Decision Tree in Personal Handyphone System Service72 cited
  • 2009A new feature set with new window techniques for customer churn prediction in land-line telecommunications64 cited
  • 2009Customer Churn Prediction for Broadband Internet Services34 cited
  • 2006A Mixed Process Neural Network and its Application to Churn Prediction in Mobile Communications29 cited

Cited by

  • 2013Churn prediction methodologies in the telecommunications sector: A survey13 cited
  • 2021Design and Implementation of a System for Comparative Analysis of Learning Architectures for Churn Prediction

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11 cited
  • 2014Improving churn prediction in telecommunications using complementary fusion of multilayer features based on factorization and construction10 cited
  • 2016Research of indicator system in customer churn prediction for telecom industry9 cited