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Churn models for prepaid customers in the cellular telecommunication industry using large data marts
4 references·16 citing·44 second hop
Churn models for prepaid customers in the cellular telecommunication industry using large data marts (2009)Churn models for prepaid customers in the…Genetic algorithm based neural network approaches for predicting churn in cellular wireless network services (2008)Genetic algorithm based neura…Application of data mining techniques in customer relationship management: A literature review and classification (2008)Application of data mining te…Applying data mining to telecom churn management (2005)Applying data mining to telec…Turning telecommunications call details to churn prediction: a data mining approach (2002)Turning telecommunications ca…Impact of Hyperparameters on Deep Learning Model for Customer Churn Prediction in Telecommunication Sector (2022)Impact of Hyperparameters on …A Customer Churn Prediction Model using XGBoost for the Telecommunication Industry in Nepal (2022)A Customer Churn Prediction M…Deep Learning for Customer Churn Prediction in E-Commerce Decision Support (2021)Deep Learning for Customer Ch…Evaluation of customer behavior with temporal centrality metrics for churn prediction of prepaid contracts (2020)Evaluation of customer behavi…Intelligent churn prediction for telecom using GP-AdaBoost learning and PSO undersampling (2017)Intelligent churn prediction …A churn prediction model for prepaid customers in telecom using fuzzy classifiers (2017)A churn prediction model for …Predicting time-to-churn of prepaid mobile telephone customers using social network analysis (2016)Predicting time-to-churn of p…Churn Prediction System for Telecom using Filter–Wrapper and Ensemble Classification (2016)Churn Prediction System for T…Review of Data Mining Techniques for Churn Prediction in Telecom (2015)Review of Data Mining Techniq…Dynamic churn prediction framework with more effective use of rare event data: The case of private banking (2014)Dynamic churn prediction fram…Mobile phone customer retention strategies and Chinese e-commerce (2013)Mobile phone customer retenti…Intelligent churn prediction in telecom: employing mRMR feature selection and RotBoost based ensemble classification (2013)Intelligent churn prediction …Customer Churn Prediction in Telecommunication A Decade Review and Classification (2013)Customer Churn Prediction in …A Survey on Churn Prediction Techniques in Communication Sector (2013)A Survey on Churn Prediction …Modeling partial customer churn: On the value of first product-category purchase sequences (2012)Modeling partial customer chu…Genetic Programming and Adaboosting based churn prediction for Telecom (2012)Genetic Programming and Adabo…Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques (2006)Introduction to Data Mining (2007)Evolutionary Neural Network model for West Texas Intermediate crude oil price prediction (2015)Cross-company customer churn prediction in telecommunication: A comparison of data transformation methods (2018)A Survey on Churn Analysis in Various Business Domains (2020)The Impact of Customer Relationship Characteristics on Profitable Lifetime Duration (2003)Handling class imbalance in customer churn prediction (2008)New insights into churn prediction in the telecommunication sector: A profit driven data mining approach (2011)An efficient system for customer churn prediction through particle swarm optimization based feature selection model with simulated annealing (2017)Profit-driven weighted classifier with interpretable ability for customer churn prediction (2024)The effects of customer satisfaction and switching barrier on customer loyalty in Korean mobile telecommunication services (2004)Customer churn prediction using improved balanced random forests (2008)Applying over 100 classifiers for churn prediction in telecom companies (2020)Multi-objective rain optimization algorithm with WELM model for customer churn prediction in telecommunication sector (2021)A novel customer churn prediction model for the telecommunication industry using data transformation methods and feature selection (2022)Building Data Mining Applications for CRM (1999)Knowledge management and data mining for marketing (2001)A comparison of machine learning techniques for customer churn prediction (2015)Customer churn prediction in telecom using machine learning in big data platform (2019)New Indexes of Coincident and Leading Economic Indicators (1989)LEARNING FROM CUSTOMER DEFECTIONS (1996)A Customer Lifetime Value Framework for Customer Selection and Resource Allocation Strategy (2004)Intelligent data analysis approaches to churn as a business problem: a survey (2016)Early churn prediction with personalized targeting in mobile social games (2017)Experimental Analysis of Hyperparameters for Deep Learning-Based Churn Prediction in the Banking Sector (2021)Zero defections: quality comes to services. (1990)From Marketing Mix to Relationship Marketing: Towards a Paradigm Shift in Marketing (1994)The Behavioral Consequences of Service Quality (1996)Predicting customer churn from valuable B2B customers in the logistics industry: a case study (2014)User segmentation for retention management in online social games (2017)Machine Learning to Develop Credit Card Customer Churn Prediction (2022)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management (2004)Decision Support and Business Intelligence Systems (2006)Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation (2014)Big data and disaster management: a systematic review and agenda for future research (2017)A survey towards an integration of big data analytics to big insights for value-creation (2018)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)Telecom churn prediction and used techniques, datasets and performance measures: a review (2020)A PCA-AdaBoost model for E-commerce customer churn prediction (2022)Effective ML Techniques to Predict Customer Churn (2021)Model Optimization Analysis of Customer Churn Prediction Using Machine Learning Algorithms with Focus on Feature Reductions (2022)
this work references cited by second hop

References

  • 2008Application of data mining techniques in customer relationship management: A literature review and classification1,267 cited
  • 2005Applying data mining to telecom churn management514 cited
  • 2002Turning telecommunications call details to churn prediction: a data mining approach460 cited
  • 2008Genetic algorithm based neural network approaches for predicting churn in cellular wireless network services117 cited

Cited by

  • 2014Dynamic churn prediction framework with more effective use of rare event data: The case of private banking98 cited
  • 2012Modeling partial customer churn: On the value of first product-category purchase sequences95 cited
  • 2013Intelligent churn prediction in telecom: employing mRMR feature selection and RotBoost based ensemble classification77 cited
  • 2017A churn prediction model for prepaid customers in telecom using fuzzy classifiers66 cited
  • 2017Intelligent churn prediction for telecom using GP-AdaBoost learning and PSO undersampling63 cited
  • 2012Genetic Programming and Adaboosting based churn prediction for Telecom59 cited
  • 2022Impact of Hyperparameters on Deep Learning Model for Customer Churn Prediction in Telecommunication Sector48 cited
  • 2016Predicting time-to-churn of prepaid mobile telephone customers using social network analysis46 cited
  • 2021Deep Learning for Customer Churn Prediction in E-Commerce Decision Support42 cited

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

  • 2013Customer Churn Prediction in Telecommunication A Decade Review and Classification40 cited
  • 2020Evaluation of customer behavior with temporal centrality metrics for churn prediction of prepaid contracts36 cited
  • 2015Review of Data Mining Techniques for Churn Prediction in Telecom34 cited
  • 2013Mobile phone customer retention strategies and Chinese e-commerce34 cited
  • 2013A Survey on Churn Prediction Techniques in Communication Sector33 cited
  • 2016Churn Prediction System for Telecom using Filter–Wrapper and Ensemble Classification33 cited
  • 2022A Customer Churn Prediction Model using XGBoost for the Telecommunication Industry in Nepal32 cited