Machine learning to develop credit card customer churn prediction

D Al-Najjar, N Al-Rousan, H Al-Najjar - Journal of Theoretical and …, 2022 - mdpi.com
The credit card customer churn rate is the percentage of a bank's customers that stop using
that bank's services. Hence, develo** a prediction model to predict the expected status for …

CUSTOMER CHURN PREDICTION IN THE BANKING SECTOR USING MACHINE LEARNING-BASED CLASSIFICATION MODELS.

H Tran, N Le, VH Nguyen - Interdisciplinary Journal of …, 2023 - search.ebscohost.com
Abstract Aim/Purpose Previous research has generally concentrated on identifying the
variables that most significantly influence customer churn or has used customer …

Using data mining for prediction of retail banking customer's churn behaviour

MR Chayjan, T Bagheri, A Kianian… - … Journal of Electronic …, 2020 - inderscienceonline.com
For every retail bank, the control over risks that originate from customer fluctuations is of
great importance. These fluctuations can occur in the number of active customers or their …

Customer churn prediction in the iranian banking sector

SJ Haddadi, MO Mohammadi… - … on Applied Artificial …, 2022 - ieeexplore.ieee.org
in the financial system such as the banking sector, customers are valuable, and losing them
is very expensive as customer churn is a major challenge facing banks. In this paper, we …

Future trends in mechatronics

TC Nnodim, MO Arowolo, BD Agboola… - … Journal of Robotics …, 2021 - eprints.lmu.edu.ng
Presently, the move towards a more complex and multidisciplinary system development is
increasingly important in order to understand and strengthen engineering approaches for …

Design of Prediction Model using Data Mining for Segmentation and Classification Customer Churn in E-Commerce Mall in Mall

I Huda, AA Suhendra, MA Bijaksana - JOIV: International Journal on …, 2023 - joiv.org
The classification of churn is driven by the potential risks e-commerce companies face, such
as losing customers who discontinue their service usage or churn. Marketing specialists …

Customer Churn Prediction in Banking Industry Using Power Bi

AM Oluwatoyin, S Misra, J We**, A Gautam… - Proceedings of Third …, 2022 - Springer
The development of technology in our modern day has led to the generation of huge data.
This is evident by the 2.5 quintillions of data generated by persons connected to the Internet …

[PDF][PDF] Explainable artificial intelligence for customer churning prediction in banking

N Cao - Proceedings of the 2nd International Conference on …, 2021 - ceur-ws.org
In banking industry, customer churn prediction plays important role in business success due
to the fact that the cost of attracting new customers is much more than that of retaining ones …

Enhancing Customer Churn Prediction in Digital Banking using Ensemble Modeling

M Galal, S Rady, M Aref - 2022 4th Novel Intelligent and …, 2022 - ieeexplore.ieee.org
There are many purchases in the digital banking platform occurred daily. The electronic
banking contains various transactions with different purchase behavior. Customer attrition …

Introduction to Mechatronics

A Farhan, P Barua, RU Saleheen, R Tasnim… - Mechatronics …, 2024 - Springer
The term 'mechatronics' refers to a pivotal interface between mechanics and electronics. It is
fundamentally a synergistic approach to engineering, where the traditional differences …