Propension to customer churn in a financial institution: A machine learning approach

RA de Lima Lemos, TC Silva, BM Tabak - Neural Computing and …, 2022 - Springer
This paper examines churn prediction of customers in the banking sector using a unique
customer-level dataset from a large Brazilian bank. Our main contribution is in exploring this …

Customer churn prediction in influencer commerce: An application of decision trees

S Kim, H Lee - Procedia Computer Science, 2022 - Elsevier
This study aims to predict customer churn in influencer commerce. As influencer commerce
is a form of e-commerce, influencers directly sell products by uploading website links on …

[PDF][PDF] CUSTOMER CHURN PREDICTION WITH HYBRID RESAMPLING AND ENSEMBLE LEARNING.

T Kimura - Journal of Management Information & Decision …, 2022 - researchgate.net
Since acquiring new customers is often more costly than retaining existing ones, customer
retention management is critical for many business organizations. Identifying potential …

Predicting banking customer churn based on artificial neural network

A Zaky, S Ouf, M Roushdy - 2022 5th International Conference …, 2022 - ieeexplore.ieee.org
Customer churn has become one of the major issues in the banking industry. Because it is
difficult to gain new clients, the major focus of customer relationship management is on …

Predicting churn in online games by quantifying diversity of engagement

I Weiss, D Vilenchik - Big Data, 2023 - liebertpub.com
Understanding engagement patterns of users in online platforms, may it be games, online
social networks, or academic websites, is a widely studied topic with many real-world …

Predictive analysis and modeling of customer churn in telecom using machine learning technique

BNK Sai, T Sasikala - … Conference on Trends in Electronics and …, 2019 - ieeexplore.ieee.org
In this contemporary world of business, Customer Churn is emerging as one of the major
concerns for various business organizations. Loss of customer will not only result in profit or …

Prediction of customer churn using resampling and ensemble classification algorithms on telecom dataset

A Raj, D Vetrithangam - … on Emerging Trends in Engineering & …, 2023 - ieeexplore.ieee.org
This study's goal is to offer a descriptive estimation of how a machine learning algorithms
perform to a successful consumer churn predictions (CCP) approach. Customer retention as …

Role of IT capacity in customer churn for electronic retailers in oligopoly market using game theory approach

M Esmaeili, S Vatankhah - International Journal of Business …, 2024 - inderscienceonline.com
This paper examines the customer churn for e-retailers in oligopoly markets and
simultaneously considers IT capacity and marketing. When customer churn occurs, the …

Churn Customer Management in Retail Industry: A Case Study

G Börühan - İzmir İktisat Dergisi, 2022 - dergipark.org.tr
Retail industry is amongst the emerging industries globally, and has attracted increasing
attention from practitioners and academicians. The retail environment is changing rapidly …

Ensemble based Machine Learning Approach for Predicting Customer Churn in E-Commerce

MI Masroor, KMS Sakib, M Hasan… - … on Computer and …, 2023 - ieeexplore.ieee.org
Due to the intense competition among E-Commerce industries, customers have a large
selection of products to choose from and as a result, these industries experience customer …