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Customer Churn Prediction Based on the Decision Tree in Personal Handyphone System Service
6 references·16 citing·48 second hop
Customer Churn Prediction Based on the Decision Tree in Personal Handyphone System Service (2007)Customer Churn Prediction Based on the De…Applying data mining to telecom churn management (2005)Applying data mining to telec…Investigating the role of product features in preventing customer churn, by using survival analysis and choice modeling: The case of financial services (2004)Investigating the role of pro…Determinants of subscriber churn and customer loyalty in the Korean mobile telephony market (2004)Determinants of subscriber ch…Turning telecommunications call details to churn prediction: a data mining approach (2002)Turning telecommunications ca…Predicting subscriber dissatisfaction and improving retention in the wireless telecommunications industry (2000)Predicting subscriber dissati…Subscriber churn in the Australian ISP market (1999)Subscriber churn in the Austr…Explaining customer churn prediction in telecom industry using tabular machine learning models (2024)Explaining customer churn pre…An Empirical Study on Customer Churn Behaviours Prediction Using Arabic Twitter Mining Approach (2021)An Empirical Study on Custome…Deep Convolutional Neural Networks for Customer Churn Prediction Analysis (2019)Deep Convolutional Neural Net…Churn Prediction: A Comparative Study Using KNN and Decision Trees (2019)Churn Prediction: A Comparati…Churn classification model for local telecommunication company based on rough set theory (2018)Churn classification model fo…Application of interpretable machine learning models for the intelligent decision (2018)Application of interpretable …Particle classification optimization-based BP network for telecommunication customer churn prediction (2016)Particle classification optim…Customer Churn in Mobile Markets: A Comparison of Techniques (2016)Customer Churn in Mobile Mark…Customer churn prediction in telecommunication (2015)Customer churn prediction in …Customer Churn in Mobile Markets: A Comparison of Techniques (2015)Customer Churn in Mobile Mark…Customer Churn Prediction in Telecommunication A Decade Review and Classification (2013)Customer Churn Prediction in …Applying Data Mining to Insurance Customer Churn Management (2012)Applying Data Mining to Insur…User Modeling for Telecommunication Applications: Experiences and Practical Implications (2010)User Modeling for Telecommuni…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 with Linear Discriminant Boosting algorithm (2008)Churn prediction with Linear …Knowledge management and data mining for marketing (2001)The impact of switching costs on the customer satisfaction‐loyalty link: mobile phone service in France (2001)The analysis of antecedents of customer loyalty in the Turkish mobile telecommunication market (2005)The Effect of Knowledge Management Uses on Total Quality Management Practices: A Theoretical Perspective (2016)Data-driven agent-based exploration of customer behavior (2017)Development of a Customer Churn Model for Banking Industry Based on Hard and Soft Data Fusion (2023)Econometric Models of Probabilistic Choice (1981)Customer satisfaction, customer retention, and market share (1993)The Behavioral Consequences of Service Quality (1996)Pull-and-suck effects in Taiwan mobile phone subscribers switching intentions (2011)Research Note —Online Users' Switching Costs: Their Nature and Formation (2011)Intelligent data analysis approaches to churn as a business problem: a survey (2016)Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques (2006)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)Building Data Mining Applications for CRM (1999)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)Zero defections: quality comes to services. (1990)Handbook of consumer behavior (1991)Customer attrition analysis for financial services using proportional hazard models (2003)Improving customer attrition prediction by integrating emotions from client/company interaction emails and evaluating multiple classifiers (2008)Predicting credit card customer churn in banks using data mining (2008)B2C E-Commerce Customer Churn Prediction Based on K-Means and SVM (2022)SERVQUAL: A multiple-Item Scale for measuring consumer perceptions of service quality (1988)Customer Loyalty: Toward an Integrated Conceptual Framework (1994)The relationships of customer satisfaction, customer loyalty, and profitability: an empirical study (1996)M‐loyalty: winning strategies for mobile carriers (2006)Determinants of customer loyalty in the wireless telecommunications industry (2007)Improved churn prediction in telecommunication industry using data mining techniques (2014)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)Customer churn prediction using improved balanced random forests (2008)Customer churn prediction by hybrid neural networks (2009)Predictive analytics for customer repurchase: Interdisciplinary integration of buy till you die modeling and machine learning (2021)A PCA-AdaBoost model for E-commerce customer churn prediction (2022)The Measurement of Productive Efficiency (1957)Measuring the efficiency of decision making units (1978)Maps of Bounded Rationality: Psychology for Behavioral Economics (2003)An improved extreme gradient boosting approach to vehicle speed prediction for construction simulation of earthwork (2020)An XGBoost-Based Three-Stage Prediction Approach for True User Demand of Bike-Sharing Systems Based on Spatio-Temporal Analysis (2025)A novel evolutionary data mining algorithm with applications to churn prediction (2003)Computer assisted customer churn management: State-of-the-art and future trends (2005)Social ties and their relevance to churn in mobile telecom networks (2008)
this work references cited by second hop

References

  • 2005Applying data mining to telecom churn management514 cited
  • 2002Turning telecommunications call details to churn prediction: a data mining approach460 cited
  • 2004Determinants of subscriber churn and customer loyalty in the Korean mobile telephony market417 cited
  • 2000Predicting subscriber dissatisfaction and improving retention in the wireless telecommunications industry347 cited
  • 2004Investigating the role of product features in preventing customer churn, by using survival analysis and choice modeling: The case of financial services159 cited
  • 1999Subscriber churn in the Australian ISP market85 cited

Cited by

  • 2018Application of interpretable machine learning models for the intelligent decision76 cited
  • 2016Particle classification optimization-based BP network for telecommunication customer churn prediction65 cited
  • 2009A new feature set with new window techniques for customer churn prediction in land-line telecommunications64 cited
  • 2015Customer Churn in Mobile Markets: A Comparison of Techniques63 cited
  • 2016Customer Churn in Mobile Markets: A Comparison of Techniques63 cited
  • 2024Explaining customer churn prediction in telecom industry using tabular machine learning models51 cited
  • 2012Applying Data Mining to Insurance Customer Churn Management43 cited
  • 2013

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Customer Churn Prediction in Telecommunication A Decade Review and Classification
40 cited
  • 2009Customer Churn Prediction for Broadband Internet Services34 cited
  • 2019Churn Prediction: A Comparative Study Using KNN and Decision Trees30 cited
  • 2019Deep Convolutional Neural Networks for Customer Churn Prediction Analysis25 cited
  • 2018Churn classification model for local telecommunication company based on rough set theory25 cited
  • 2021An Empirical Study on Customer Churn Behaviours Prediction Using Arabic Twitter Mining Approach22 cited
  • 2010User Modeling for Telecommunication Applications: Experiences and Practical Implications21 cited
  • 2008Churn prediction with Linear Discriminant Boosting algorithm19 cited
  • 2015Customer churn prediction in telecommunication16 cited