SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
A Hybrid Data Mining Method for Customer Churn Prediction
16 references·3 citing·40 second hop
A Hybrid Data Mining Method for Customer Churn Prediction (2018)A Hybrid Data Mining Method for Customer …Credit card churn forecasting by logistic regression and decision tree (2011)Credit card churn forecasting…Solving the integrated product mix-outsourcing problem using the Imperialist Competitive Algorithm (2010)Solving the integrated produc…Modeling churn using customer lifetime value (2008)Modeling churn using customer…Customer churn prediction using improved balanced random forests (2008)Customer churn prediction usi…Organizational characteristics and the CRM adoption process (2007)Organizational characteristic…Modeling Customer Lifetime Value (2006)Modeling Customer Lifetime Va…Defection Detection: Measuring and Understanding the Predictive Accuracy of Customer Churn Models (2006)Defection Detection: Measurin…CRM at a pay-TV company: Using analytical models to reduce customer attrition by targeted marketing for subscription services (2006)CRM at a pay-TV company: Usin…Bagging and Boosting Classification Trees to Predict Churn (2006)Bagging and Boosting Classifi…Predicting customer retention and profitability by using random forests and regression forests techniques (2005)Predicting customer retention…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…Customer attrition analysis for financial services using proportional hazard models (2003)Customer attrition analysis f…An LTV model and customer segmentation based on customer value: a case study on the wireless telecommunication industry (2003)An LTV model and customer seg…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…Customer Churn Prediction for Telecommunication Companies using Machine Learning and Ensemble Methods (2024)Customer Churn Prediction for…Marketing Decision Support System Based on Data Mining Technology (2023)Marketing Decision Support Sy…Applying hybrid machine learning algorithms to assess customer risk-adjusted revenue in the financial industry (2022)Applying hybrid machine learn…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)Customer churn prediction in telecommunications (2011)Retention Futility: Targeting High-Risk Customers Might be Ineffective (2017)Customer churn prediction system: a machine learning approach (2021)Determinants of Long-Term Orientation in Buyer-Seller Relationships (1994)Customer Switching Behavior in Service Industries: An Exploratory Study (1995)The Behavioral Consequences of Service Quality (1996)Building comprehensible customer churn prediction models with advanced rule induction techniques (2010)A Logit Model of Brand Choice Calibrated on Scanner Data (1983)Market Segmentation: Conceptual and Methodological Foundations (1997)Understanding the Customer Base of Service Providers: An Examination of the Differences between Switchers and Stayers (2000)Gradient boosting trees for auto insurance loss cost modeling and prediction (2011)Customer base analysis: partial defection of behaviourally loyal clients in a non-contractual FMCG retail setting (2004)Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques (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)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)Customer lifetime valuation to support marketing decision making (1997)Customer lifetime value: Marketing models and applications (1998)Customer lifetime value research in marketing: A review and future directions (2002)Customer segmentation and strategy development based on customer lifetime value: A case study (2005)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)On the Profitability of Long-Life Customers in a Noncontractual Setting: An Empirical Investigation and Implications for Marketing (2000)Return on Marketing: Using Customer Equity to Focus Marketing Strategy (2003)The Impact of Customer Relationship Characteristics on Profitable Lifetime Duration (2003)Firm-Created Word-of-Mouth Communication: Evidence from a Field Test (2009)Creating Enduring Customer Value (2016)Handling class imbalance in customer churn prediction (2008)Managing Customer Relationships in the Social Media Era: Introducing the Social CRM House (2013)A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees (2018)
this work references cited by second hop

References

  • 2006Modeling Customer Lifetime Value732 cited
  • 2006Defection Detection: Measuring and Understanding the Predictive Accuracy of Customer Churn Models574 cited
  • 2005Applying data mining to telecom churn management514 cited
  • 2002Turning telecommunications call details to churn prediction: a data mining approach460 cited
  • 2003Customer attrition analysis for financial services using proportional hazard models430 cited
  • 2008Customer churn prediction using improved balanced random forests412 cited
  • 2003An LTV model and customer segmentation based on customer value: a case study on the wireless telecommunication industry411 cited
  • 2006Bagging and Boosting Classification Trees to Predict Churn410 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
  • 2005Predicting customer retention and profitability by using random forests and regression forests techniques308 cited
  • 2006CRM at a pay-TV company: Using analytical models to reduce customer attrition by targeted marketing for subscription services241 cited
  • 2011Credit card churn forecasting by logistic regression and decision tree225 cited
  • 2007Organizational characteristics and the CRM adoption process

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

217 cited
  • 2010Solving the integrated product mix-outsourcing problem using the Imperialist Competitive Algorithm192 cited
  • 2008Modeling churn using customer lifetime value187 cited
  • Cited by

    • 2022Applying hybrid machine learning algorithms to assess customer risk-adjusted revenue in the financial industry33 cited
    • 2024Customer Churn Prediction for Telecommunication Companies using Machine Learning and Ensemble Methods29 cited
    • 2023Marketing Decision Support System Based on Data Mining Technology29 cited