Machine learning based customer churn prediction in home appliance rental business

Y Suh - Journal of big Data, 2023 - Springer
Customer churn is a major issue for large enterprises. In particular, in the rental business
sector, companies are looking for ways to retain their customers because they are their main …

Predicting customer churn: A systematic literature review

S De, P Prabu - Journal of Discrete Mathematical Sciences and …, 2022 - Taylor & Francis
Churn prediction is an active topic for research and machine learning approaches have
made significant contributions in this domain. Models built to address customer churn, aim to …

Customer retention and churn prediction in the telecommunication industry: a case study on a Danish university

S Saleh, S Saha - SN Applied Sciences, 2023 - Springer
In this study, we explore the possible factors affecting churn in the Danish
telecommunication industry and how those factors connect with retention strategies. The …

[PDF][PDF] Analysis of customer churn prediction using machine learning and deep learning algorithms

A Mahalekshmi, GH Chellam - International Journal of Health …, 2022 - academia.edu
The telecommunication industry need a customer churn prediction due to many competitors.
The companies also lack of churn prediction to retain the customer. This problem not only …

Machine Learning and Neural Network Models for Customer Churn Prediction in Banking and Telecom Sectors

K Patil, S Patil, R Danve, R Patil - Proceedings of Second International …, 2022 - Springer
Customer satisfaction is one of the most crucial elements which dictate the growth rate and
success of companies. In the operational environment, customer churn is one of the most …

A big data query optimization framework for telecom customer churn analysis

A Chugh, VK Sharma, MK Bhatia, C Jain - International Conference on …, 2022 - Springer
One of the most popular social platforms is Twitter and telecom companies are using
different algorithms and techniques for doing customer sentiment analysis over big pools of …

An intelligent Prediction of Customer Churn in Telecom Industry Using Business Analytics Classification Models

S Gohil, M Ameria, MVR Sarobin - 2023 12th International …, 2023 - ieeexplore.ieee.org
There are two common challenges faced by any internet service provider: the first being
attracting new customers to grow their clientele, the second being retaining the existing …

A Study On “Role Of Customer Analytics In Reducing Customer Churn: Special Reference To Retail Industry In Delhi City

V Kiruthiga, SH Krishna - Journal of Positive School …, 2022 - mail.journalppw.com
Churn, in its simplest form, is when a customer stops buying from a business. The rate or
percentage of customers who abandon a brand over time is commonly used to quantify …

Customer Churn Prediction Model Using Deep Learning

S Sur, R Sil, B Bhushan, P Bhattacharya… - … on Intelligence Science, 2023 - Springer
Retaining existing customers is a huge challenge for businesses. As customer retention can
improve profit margins. Predicting the churn can help with that. Customer churn prediction is …

Comparative Study on Customer Churn Prediction by Using Machine Learning Techniques

S Kumar, D Logofatu - Asian Conference on Intelligent Information and …, 2023 - Springer
Customer churn prediction is crucial for businesses in different industries, such as
telecommunications, banking, insurance and e-commerce, because acquiring new …