SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Stacking Ensemble Approach for Churn Prediction: Integrating CNN and Machine Learning Models with CatBoost Meta-Learner
16 references·0 citing·48 second hop
Stacking Ensemble Approach for Churn Prediction: Integrating CNN and Machine Learning Models with CatBoost Meta-Learner (2023)Stacking Ensemble Approach for Churn Pred…Customer Churn Prediction in Telecommunication Industry Using Deep Learning (2022)Customer Churn Prediction in …Churn prediction in telecommunication industry using kernel Support Vector Machines (2022)Churn prediction in telecommu…An ensemble based approach using a combination of clustering and classification algorithms to enhance customer churn prediction in telecom industry (2022)An ensemble based approach us…Integrated Churn Prediction and Customer Segmentation Framework for Telco Business (2021)Integrated Churn Prediction a…Customer churn prediction system: a machine learning approach (2021)Customer churn prediction sys…Comparison of Two Main Approaches for Handling Imbalanced Data in Churn Prediction Problem (2021)Comparison of Two Main Approa…CatBoost model and artificial intelligence techniques for corporate failure prediction (2021)CatBoost model and artificial…Dynamic behavior based churn prediction in mobile telecom (2020)Dynamic behavior based churn …Customer Churn Analysis and Prediction in Banking Industry using Machine Learning (2020)Customer Churn Analysis and P…Churn Prediction using Ensemble Learning (2020)Churn Prediction using Ensemb…Transfer Learning and Meta Classification Based Deep Churn Prediction System for Telecom Industry (2019)Transfer Learning and Meta Cl…Customer Churn Prediction In Telecommunication Industry Using Machine Learning Classifiers (2019)Customer Churn Prediction In …PREDICTION OF EMPLOYEE ATTRITION USING DATAMINING (2018)PREDICTION OF EMPLOYEE ATTRIT…Churn prediction in telecom using Random Forest and PSO based data balancing in combination with various feature selection strategies (2012)Churn prediction in telecom u…An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction (2011)An empirical evaluation of ro…Predicting credit card customer churn in banks using data mining (2008)Predicting credit card custom…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)The Customer Relationship Management Process: Its Measurement and Impact on Performance (2004)A Strategic Framework for Customer Relationship Management (2005)Managing B2B customer churn, retention and profitability (2014)Social network analytics for churn prediction in telco: Model building, evaluation and network architecture (2017)A Survey on Churn Analysis in Various Business Domains (2020)A novel evolutionary data mining algorithm with applications to churn prediction (2003)Computer assisted customer churn management: State-of-the-art and future trends (2005)Customer churn prediction using improved balanced random forests (2008)Early churn prediction with personalized targeting in mobile social games (2017)Carbon price forecasting based on modified ensemble empirical mode decomposition and long short-term memory optimized by improved whale optimization algorithm (2020)A Dynamic Model of the Duration of the Customer's Relationship with a Continuous Service Provider: The Role of Satisfaction (1998)Implications of Loyalty Program Membership and Service Experiences for Customer Retention and Value (2000)Switching barriers and repurchase intentions in services (2000)Developing a prediction model for customer churn from electronic banking services using data mining (2016)Turning telecommunications call details to churn prediction: a data mining approach (2002)Handling class imbalance in customer churn prediction (2008)New insights into churn prediction in the telecommunication sector: A profit driven data mining approach (2011)Recruitment Prediction using Machine Learning (2020)A novel deep learning model based on convolutional neural networks for employee churn prediction (2021)Employee Attrition System Using Tree Based Ensemble Method (2021)Applying data mining to telecom churn management (2005)A comparison of machine learning techniques for customer churn prediction (2015)Customer churn prediction in telecom using machine learning in big data platform (2019)A Swish RNN based customer churn prediction for the telecom industry with a novel feature selection strategy (2022)Deep Churn Prediction Method for Telecommunication Industry (2023)Customer Churn Prediction: A Systematic Review of Recent Advances, Trends, and Challenges in Machine Learning and Deep Learning (2025)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy Prediction using the XGBoost Algorithm and Variable Importance Feature Engineering (2022)Evolution of artificial intelligence research in Technological Forecasting and Social Change: Research topics, trends, and future directions (2023)Financial applications of machine learning: A literature review (2023)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Customer Churn Prediction in Telecom Sector Using Machine Learning Techniques (2022)Customer churning analysis using machine learning algorithms (2023)A Review on Machine Learning Methods for Customer Churn Prediction and Recommendations for Business Practitioners (2024)Customer retention, loyalty, and satisfaction in the German mobile cellular telecommunications market (2001)An adaptive learning approach for customer churn prediction in the telecommunication industry using evolutionary computation and Naïve Bayes (2023)Hyper-Personalization for Enhancing Customer Loyalty and Satisfaction in Customer Relationship Management (CRM) Systems (2023)A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees (2018)Customer churn prediction in telecommunication industry using data certainty (2018)A Churn Prediction Model Using Random Forest: Analysis of Machine Learning Techniques for Churn Prediction and Factor Identification in Telecom Sector (2019)Intelligent Decision Forest Models for Customer Churn Prediction (2022)An efficient churn prediction model using gradient boosting machine and metaheuristic optimization (2023)Empirical analysis of tree-based classification models for customer churn prediction (2023)Customer churn prediction using composite deep learning technique (2023)Prediction of Customer Churn Behavior in the Telecommunication Industry Using Machine Learning Models (2024)
this work references cited by second hop

References

  • 2021CatBoost model and artificial intelligence techniques for corporate failure prediction397 cited
  • 2021Customer churn prediction system: a machine learning approach328 cited
  • 2008Predicting credit card customer churn in banks using data mining145 cited
  • 2021Integrated Churn Prediction and Customer Segmentation Framework for Telco Business141 cited
  • 2012Churn prediction in telecom using Random Forest and PSO based data balancing in combination with various feature selection strategies138 cited
  • 2011An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction132 cited
  • 2022Customer Churn Prediction in Telecommunication Industry Using Deep Learning123 cited
  • 2020Dynamic behavior based churn prediction in mobile telecom114 cited
  • 2018PREDICTION OF EMPLOYEE ATTRITION USING DATAMINING56 cited
  • 2022An ensemble based approach using a combination of clustering and classification algorithms to enhance customer churn prediction in telecom industry45 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
  • 2020Customer Churn Analysis and Prediction in Banking Industry using Machine Learning38 cited
  • 2022Churn prediction in telecommunication industry using kernel Support Vector Machines

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

37 cited
  • 2021Comparison of Two Main Approaches for Handling Imbalanced Data in Churn Prediction Problem34 cited
  • 2020Churn Prediction using Ensemble Learning30 cited
  • Cited by

    No citing works inside the corpus for this window.