SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Telecommunication Services Churn Prediction - Deep Learning Approach
5 references·6 citing·37 second hop
Telecommunication Services Churn Prediction - Deep Learning Approach (2018)Telecommunication Services Churn Predicti…Designing of customer and employee churn prediction model based on data mining method and neural predictor (2017)Designing of customer and emp…Churn prediction in telecommunication using machine learning (2017)Churn prediction in telecommu…Analysis of imbalanced data set problem: The case of churn prediction for telecommunication (2017)Analysis of imbalanced data s…Churn analysis using deep convolutional neural networks and autoencoders (2016)Churn analysis using deep con…A Multi-Layer Perceptron Approach for Customer Churn Prediction (2015)A Multi-Layer Perceptron Appr…Sampling-based novel heterogeneous multi-layer stacking ensemble method for telecom customer churn prediction (2024)Sampling-based novel heteroge…Machine Learning and Deep Learning technique used in Customer Churn Prediction: - A Review (2023)Machine Learning and Deep Lea…Development of fading channel patch based convolutional neural network models for customer churn prediction (2022)Development of fading channel…Deep Convolutional Neural Network Based Churn Prediction for Telecommunication Industry (2022)Deep Convolutional Neural Net…Analysis of customer churn prediction using machine learning and deep learning algorithms (2022)Analysis of customer churn pr…Design and Implementation of a System for Comparative Analysis of Learning Architectures for Churn Prediction (2021)Design and Implementation of …Applying data mining to telecom churn management (2005)Churn prediction in telecom using Random Forest and PSO based data balancing in combination with various feature selection strategies (2012)Improved churn prediction in telecommunication industry using data mining techniques (2014)Customer Churn Analysis for Telecom Operators Based on SVM (2017)Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management (2004)Handling class imbalance in customer churn prediction (2008)Employee churn prediction (2010)Early Prediction of Employee Attrition using Data Mining Techniques (2018)A novel scheme for employee churn problem using multi-attribute decision making approach and machine learning (2020)A decade of research on machine learning techniques for predicting employee turnover: A systematic literature review (2023)A k-nearest neighbor classification rule based on Dempster-Shafer theory (1995)Intelligent churn prediction in telecom: employing mRMR feature selection and RotBoost based ensemble classification (2013)Churning of Bank Customers Using Supervised Learning (2020)Customer Satisfaction Cues To Support Market Segmentation and Explain Switching Behavior (2000)Predicting subscriber dissatisfaction and improving retention in the wireless telecommunications industry (2000)A Neural Network based Approach for Predicting Customer Churn in Cellular Network Services (2013)Exploring nested ensemble learners using overproduction and choose approach for churn prediction in telecom industry (2018)A Statistical Analysis of Factors Affecting Higher Education Dropouts (2019)Applying over 100 classifiers for churn prediction in telecom companies (2020)Customer churn prediction in telecom using machine learning in big data platform (2019)Churn Prediction in Telecommunication using Logistic Regression and Logit Boost (2020)Customer churn prediction system: a machine learning approach (2021)Predicting Consumption Intention of Consumer Relationship Management Users Using Deep Learning Techniques: A Review (2022)Services marketing : an Asia-Pacific and Australian perspective (2004)Telecommunication subscribers' churn prediction model using machine learning (2013)Customer Churn Prediction Modelling Based on Behavioural Patterns Analysis using Deep Learning (2018)The Role of Marketing in Social Media: How Online Consumer Reviews Evolve (2011)The Use of Cronbach’s Alpha When Developing and Reporting Research Instruments in Science Education (2017)Intensified Customer Churn Prediction: Connectivity with Weighted Multi-Layer Perceptron and Enhanced Multipath Back Propagation (2024)Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques (2006)On the Fintech Revolution: Interpreting the Forces of Innovation, Disruption, and Transformation in Financial Services (2018)A Comparison of Machine Learning Algorithms for Customer Churn Prediction (2023)Random forests for global sensitivity analysis: A selective review (2020)Q-ensemble learning for customer churn prediction with blockchain-enabled data transparency (2024)Churn Prediction with Sequential Data and Deep Neural Networks. A Comparative Analysis (2019)A Survey on Customer Churn Prediction using Machine Learning and data mining Techniques in E-commerce (2021)Churn prediction methods based on mutual customer interdependence (2023)
this work references cited by second hop

References

  • 2015A Multi-Layer Perceptron Approach for Customer Churn Prediction62 cited
  • 2017Designing of customer and employee churn prediction model based on data mining method and neural predictor61 cited
  • 2016Churn analysis using deep convolutional neural networks and autoencoders29 cited
  • 2017Analysis of imbalanced data set problem: The case of churn prediction for telecommunication26 cited
  • 2017Churn prediction in telecommunication using machine learning25 cited

Cited by

  • 2023Machine Learning and Deep Learning technique used in Customer Churn Prediction: - A Review17 cited
  • 2022Deep Convolutional Neural Network Based Churn Prediction for Telecommunication Industry16 cited
  • 2022Analysis of customer churn prediction using machine learning and deep learning algorithms15 cited
  • 2022Development of fading channel patch based convolutional neural network models for customer churn prediction14 cited
  • 2024Sampling-based novel heterogeneous multi-layer stacking ensemble method for telecom customer churn prediction12 cited
  • 2021Design and Implementation of a System for Comparative Analysis of Learning Architectures for Churn Prediction11 cited

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