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Analysis of customer churn prediction using machine learning and deep learning algorithms
13 references·1 citing·39 second hop
Analysis of customer churn prediction using machine learning and deep learning algorithms (2022)Analysis of customer churn prediction usi…Customer Churn Prediction in Telecommunication Industry Using Deep Learning (2022)Customer Churn Prediction in …Customer churn prediction system: a machine learning approach (2021)Customer churn prediction sys…Predicting Customer Retention using XGBoost and Balancing Methods (2020)Predicting Customer Retention…Dynamic behavior based churn prediction in mobile telecom (2020)Dynamic behavior based churn …Churn Prediction of Customer in Telecom Industry using Machine Learning Algorithms (2020)Churn Prediction of Customer …Churn Prediction in Telecommunication using Logistic Regression and Logit Boost (2020)Churn Prediction in Telecommu…Transfer Learning and Meta Classification Based Deep Churn Prediction System for Telecom Industry (2019)Transfer Learning and Meta Cl…Determining the Intervening Effects of Exploratory Data Analysis and Feature Engineering in Telecoms Customer Churn Modelling (2019)Determining the Intervening E…Deep Learning Based Customer Churn Analysis (2019)Deep Learning Based Customer …Customer Churn Prediction In Telecommunication Industry Using Machine Learning Classifiers (2019)Customer Churn Prediction In …Customer churn prediction in telecom using machine learning in big data platform (2019)Customer churn prediction in …An Effective Classifier for Predicting Churn in Telecommunication (2019)An Effective Classifier for P…Telecommunication Services Churn Prediction - Deep Learning Approach (2018)Telecommunication Services Ch…Predicting Consumption Intention of Consumer Relationship Management Users Using Deep Learning Techniques: A Review (2022)Predicting Consumption Intent…The effects of customer satisfaction and switching barrier on customer loyalty in Korean mobile telecommunication services (2004)Handling class imbalance in customer churn prediction (2008)New insights into churn prediction in the telecommunication sector: A profit driven data mining approach (2011)Optimum profit-driven churn decision making: innovative artificial neural networks in telecom industry (2020)Customer Churn Prediction Using Ordinary Artificial Neural Network and Convolutional Neural Network Algorithms: A Comparative Performance Assessment (2022)Customer churn prediction model in cloud environment using DFE-WUNB: ANN deep feature extraction with Weight Updated Tuned Naïve Bayes classification with Block-Jacobi SVD dimensionality reduction (2023)Data mining for direct marketing: problems and solutions (1998)Applying data mining to telecom churn management (2005)The Effects of Customer Satisfaction, Relationship Commitment Dimensions, and Triggers on Customer Retention (2005)Customer Churn Modeling via the Grey Wolf Optimizer and Ensemble Neural Networks (2022)Employee attrition prediction in a pharmaceutical company using both machine learning approach and qualitative data (2022)Machine Learning and Deep Learning technique used in Customer Churn Prediction: - A Review (2023)Turning telecommunications call details to churn prediction: a data mining approach (2002)Customer Churn Prediction in Telecom Sector Using Machine Learning Techniques (2022)A Review on Machine Learning Methods for Customer Churn Prediction and Recommendations for Business Practitioners (2024)A novel evolutionary data mining algorithm with applications to churn prediction (2003)Customer churn prediction in the telecommunication sector using a rough set approach (2016)A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees (2018)B2C E-Commerce Customer Churn Prediction Based on K-Means and SVM (2022)Deep Churn Prediction Method for Telecommunication Industry (2023)Telecommunication subscribers' churn prediction model using machine learning (2013)A Survey on Customer Churn Prediction using Machine Learning Techniques (2016)CUSTOMER CHURN PREDICTION (2021)Detecting the Risk of Customer Churn in Telecom Sector: A Comparative Study (2022)Hybrid Machine Learning Models for Predictive Maintenance in Cloud-Based Infrastructure for SaaS Applications (2024)A comparison of machine learning techniques for customer churn prediction (2015)Customer churn prediction in telecommunication industry using data certainty (2018)Intelligent Decision Forest Models for Customer Churn Prediction (2022)Empirical analysis of tree-based classification models for customer churn prediction (2023)Leveraging metaheuristics with artificial intelligence for customer churn prediction in telecom industries (2023)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Customer churning analysis using machine learning algorithms (2023)A Customer Churn Prediction Model using XGBoost for the Telecommunication Industry in Nepal (2022)An ensemble based approach using a combination of clustering and classification algorithms to enhance customer churn prediction in telecom industry (2022)Research on telecom customer churn prediction based on ensemble learning (2022)A Swish RNN based customer churn prediction for the telecom industry with a novel feature selection strategy (2022)Customer Churn Prediction: A Systematic Review of Recent Advances, Trends, and Challenges in Machine Learning and Deep Learning (2025)Customer churn prediction using composite deep learning technique (2023)Prediction of Customer Churn Behavior in the Telecommunication Industry Using Machine Learning Models (2024)
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References

  • 2019Customer churn prediction in telecom using machine learning in big data platform486 cited
  • 2021Customer churn prediction system: a machine learning approach328 cited
  • 2020Churn Prediction in Telecommunication using Logistic Regression and Logit Boost160 cited
  • 2022Customer Churn Prediction in Telecommunication Industry Using Deep Learning123 cited
  • 2020Dynamic behavior based churn prediction in mobile telecom114 cited
  • 2019An Effective Classifier for Predicting Churn in Telecommunication53 cited
  • 2020Churn Prediction of Customer in Telecom Industry using Machine Learning Algorithms50 cited
  • 2019Customer Churn Prediction In Telecommunication Industry Using Machine Learning Classifiers40 cited
  • 2019Transfer Learning and Meta Classification Based Deep Churn Prediction System for Telecom Industry39 cited
  • 2019Determining the Intervening Effects of Exploratory Data Analysis and Feature Engineering in Telecoms Customer Churn Modelling34 cited
  • 2020Predicting Customer Retention using XGBoost and Balancing Methods24 cited
  • 2018Telecommunication Services Churn Prediction - Deep Learning Approach22 cited
  • 2019Deep Learning Based Customer Churn Analysis17 cited

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  • 2022Predicting Consumption Intention of Consumer Relationship Management Users Using Deep Learning Techniques: A Review

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10 cited