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Monitoring and backtesting churn models
16 references·2 citing·39 second hop
Monitoring and backtesting churn models (2010)Monitoring and backtesting churn modelsDomain knowledge integration in data mining using decision tables: case studies in churn prediction (2009)Domain knowledge integration …Credit Risk Management: Basic Concepts, Financial Risk Components, Rating Analysis, Models, Economic and Regulatory Capital (2009)Credit Risk Management: Basic…An overview and framework for PD backtesting and benchmarking (2009)An overview and framework for…Credit Risk Management: Basic Concepts: Financial Risk Components, Rating Analysis, Models, Economic and Regulatory Capital (2008)Credit Risk Management: Basic…Churn Prediction in Subscription Services: an Application of Support Vector Machines While Comparing Two Parameter-Selection Techniques (2008)Churn Prediction in Subscript…Forecasting and analyzing insurance companies' ratings (2007)Forecasting and analyzing ins…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…Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques (2006)Churn prediction in subscript…Customer segmentation and strategy development based on customer lifetime value: A case study (2005)Customer segmentation and str…Customer Churn Prediction Using Improved One-Class Support Vector Machine (2005)Customer Churn Prediction Usi…An Application of Support Vector Machines for Customer Churn Analysis: Credit Card Case (2005)An Application of Support Vec…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…Customer base analysis: partial defection of behaviourally loyal clients in a non-contractual FMCG retail setting (2004)Customer base analysis: parti…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…Credit Scoring and Its Applications (2002)Credit Scoring and Its Applic…Research Trends in Customer Churn Prediction: A Data Mining Approach (2021)Research Trends in Customer C…Customer Churn Prediction with Feature Embedded Convolutional Neural Network: An Empirical Study in the Internet Funds Industry (2019)Customer Churn Prediction wit…Support vector machine for regression and applications to financial forecasting (2000)An extended support vector machine forecasting framework for customer churn in e-commerce (2010)Propension to customer churn in a financial institution: a machine learning approach (2022)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)Marketing Research: Methodological Foundations (1977)Self-generated validity and other effects of measurement on belief, attitude, intention, and behavior. (1988)The Customer Relationship Management Process: Its Measurement and Impact on Performance (2004)A Novel Profit Maximizing Metric for Measuring Classification Performance of Customer Churn Prediction Models (2012)A comparative analysis of data preparation algorithms for customer churn prediction: A case study in the telecommunication industry (2016)Customer churn prediction in the telecommunication sector using a rough set approach (2016)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)Computer assisted customer churn management: State-of-the-art and future trends (2005)Marketing management: analysis. planning. implementation and control (2000)Future research directions in tourism marketing (2010)Using big data from Customer Relationship Management information systems to determine the client profile in the hotel sector (2018)Examination of the Criticality of Customer Segmentation Using Unsupervised Learning Methods (2024)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)The Commitment-Trust Theory of Relationship Marketing (1994)The Behavioral Consequences of Service Quality (1996)Recent developments in consumer credit risk assessment (2007)A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees (2018)Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects (2021)Handling class imbalance in customer churn prediction (2008)Managing Customer Relationships in the Social Media Era: Introducing the Social CRM House (2013)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)
this work references cited by second hop

References

  • 2002Credit Scoring and Its Applications669 cited
  • 2006Defection Detection: Measuring and Understanding the Predictive Accuracy of Customer Churn Models574 cited
  • 2006Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques432 cited
  • 2004Customer base analysis: partial defection of behaviourally loyal clients in a non-contractual FMCG retail setting425 cited
  • 2003An LTV model and customer segmentation based on customer value: a case study on the wireless telecommunication industry411 cited
  • 2005Customer segmentation and strategy development based on customer lifetime value: A case study338 cited
  • 2006CRM at a pay-TV company: Using analytical models to reduce customer attrition by targeted marketing for subscription services241 cited
  • 2004Investigating the role of product features in preventing customer churn, by using survival analysis and choice modeling: The case of financial services159 cited
  • 2008Churn Prediction in Subscription Services: an Application of Support Vector Machines While Comparing Two Parameter-Selection Techniques123 cited
  • 2005Customer Churn Prediction Using Improved One-Class Support Vector Machine102 cited
  • 2008Credit Risk Management: Basic Concepts: Financial Risk Components, Rating Analysis, Models, Economic and Regulatory Capital93 cited
  • 2009Credit Risk Management: Basic Concepts, Financial Risk Components, Rating Analysis, Models, Economic and Regulatory Capital91 cited

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2009
Domain knowledge integration in data mining using decision tables: case studies in churn prediction
84 cited
  • 2007Forecasting and analyzing insurance companies' ratings57 cited
  • 2005An Application of Support Vector Machines for Customer Churn Analysis: Credit Card Case41 cited
  • 2009An overview and framework for PD backtesting and benchmarking33 cited
  • Cited by

    • 2021Research Trends in Customer Churn Prediction: A Data Mining Approach15 cited
    • 2019Customer Churn Prediction with Feature Embedded Convolutional Neural Network: An Empirical Study in the Internet Funds Industry10 cited