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Customer Churn Prediction in Telecom Sector with Machine Learning and Information Gain Filter Feature Selection Algorithms
16 references·1 citing·46 second hop
Customer Churn Prediction in Telecom Sector with Machine Learning and Information Gain Filter Feature Selection Algorithms (2021)Customer Churn Prediction in Telecom Sect…Machine-Learning Techniques for Customer Retention: A Comparative Study (2018)Machine-Learning Techniques f…Customer churn prediction in the telecommunication sector using a rough set approach (2016)Customer churn prediction in …A comparison of machine learning techniques for customer churn prediction (2015)A comparison of machine learn…Predicting Customer Churn in Mobile Telephony Industry Using Probabilistic Classifiers in Data Mining (2013)Predicting Customer Churn in …Intelligent churn prediction in telecom: employing mRMR feature selection and RotBoost based ensemble classification (2013)Intelligent churn prediction …A Neural Network based Approach for Predicting Customer Churn in Cellular Network Services (2013)A Neural Network based Approa…A Neural Network based Approach for Predicting Customer Churn in Cellular Network Services (2011)A Neural Network based Approa…Combined rough set theory and flow network graph to predict customer churn in credit card accounts (2010)Combined rough set theory and…Building comprehensible customer churn prediction models with advanced rule induction techniques (2010)Building comprehensible custo…Social ties and their relevance to churn in mobile telecom networks (2008)Social ties and their relevan…Handling class imbalance in customer churn prediction (2008)Handling class imbalance in c…Defection Detection: Measuring and Understanding the Predictive Accuracy of Customer Churn Models (2006)Defection Detection: Measurin…Predicting customer behavior in telecommunications (2004)Predicting customer behavior …Competitive One-to-One Promotions (2002)Competitive One-to-One Promot…Investigating drivers of bank loyalty: the complex relationship between image, service quality and satisfaction (1998)Investigating drivers of bank…Customer Switching Behavior in Service Industries: An Exploratory Study (1995)Customer Switching Behavior i…Leveraging metaheuristics with artificial intelligence for customer churn prediction in telecom industries (2023)Leveraging metaheuristics wit…Zero defections: quality comes to services. (1990)Measuring Service Quality: A Reexamination and Extension (1992)Relational Benefits in Services Industries: The Customer's Perspective (1998)A Model of Customer Satisfaction with Service Encounters Involving Failure and Recovery (1999)Self-Service Technologies: Understanding Customer Satisfaction with Technology-Based Service Encounters (2000)The Discovery of Grounded Theory (2017)Customer satisfaction, customer retention, and market share (1993)The Behavioral Consequences of Service Quality (1996)Understanding the Customer Base of Service Providers: An Examination of the Differences between Switchers and Stayers (2000)Customer churn prediction in telecommunication industry using data certainty (2018)History, Evolution and Future of Big Data and Analytics: A Bibliometric Analysis of Its Relationship to Performance in Organizations (2019)SERVQUAL: A multiple-Item Scale for measuring consumer perceptions of service quality (1988)The measurement and antecedents of affective, continuance and normative commitment to the organization (1990)The Commitment-Trust Theory of Relationship Marketing (1994)Influence of Corporate Social Responsibility on Loyalty and Valuation of Services (2005)How quality, value, image, and satisfaction create loyalty at a Chinese telecom (2008)Tourist satisfaction a cognitive-affective model (2008)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Modeling Customer Lifetime Value (2006)Evaluating multiple classifiers for stock price direction prediction (2015)Customer churn prediction in telecom using machine learning in big data platform (2019)Turning telecommunications call details to churn prediction: a data mining approach (2002)Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management (2004)In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions (2017)Customer churn prediction system: a machine learning approach (2021)Competitive Promotional Strategies (1988)Competitive Coupon Targeting (1995)The one to one future (1995)Research on Competitive Dynamics: Recent Accomplishments and Future Challenges (2004)Personalized Pricing and Quality Differentiation (2005)The Economics of Privacy (2016)Customer lifetime value: Marketing models and applications (1998)Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques (2006)AI-enabled Enterprise Information Systems for Manufacturing (2021)Experimental Analysis of Hyperparameters for Deep Learning-Based Churn Prediction in the Banking Sector (2021)Machine Learning Approaches for Auto Insurance Big Data (2021)Building Data Mining Applications for CRM (1999)Applying data mining to telecom churn management (2005)Churn prediction for high-value players in casual social games (2014)Developing a prediction model for customer churn from electronic banking services using data mining (2016)A big data analytics model for customer churn prediction in the retiree segment (2018)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)Churn Prediction in Telecommunication using Logistic Regression and Logit Boost (2020)A Systematic Review of the Causes and Consequences of Price Hikes in Bangladesh (2023)
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References

  • 1995Customer Switching Behavior in Service Industries: An Exploratory Study2,903 cited
  • 1998Investigating drivers of bank loyalty: the complex relationship between image, service quality and satisfaction804 cited
  • 2006Defection Detection: Measuring and Understanding the Predictive Accuracy of Customer Churn Models574 cited
  • 2008Handling class imbalance in customer churn prediction552 cited
  • 2015A comparison of machine learning techniques for customer churn prediction470 cited
  • 2010Building comprehensible customer churn prediction models with advanced rule induction techniques366 cited
  • 2002Competitive One-to-One Promotions296 cited
  • 2016Customer churn prediction in the telecommunication sector using a rough set approach222 cited
  • 2018Machine-Learning Techniques for Customer Retention: A Comparative Study173 cited
  • 2013A Neural Network based Approach for Predicting Customer Churn in Cellular Network Services149 cited
  • 2008Social ties and their relevance to churn in mobile telecom networks105 cited
  • 2004Predicting customer behavior in telecommunications81 cited
  • 2011A Neural Network based Approach for Predicting Customer Churn in Cellular Network Services79 cited
  • 2013Predicting Customer Churn in Mobile Telephony Industry Using Probabilistic Classifiers in Data Mining

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79 cited
  • 2013Intelligent churn prediction in telecom: employing mRMR feature selection and RotBoost based ensemble classification77 cited
  • 2010Combined rough set theory and flow network graph to predict customer churn in credit card accounts67 cited
  • Cited by

    • 2023Leveraging metaheuristics with artificial intelligence for customer churn prediction in telecom industries27 cited