Results 91 to 100 of about 9,240 (196)

Customer Churn in Subscription Business Model—Predictive Analytics on Customer Churn

BCP Business & Management, 2023
There is a growing tendency for more companies to develop towards a subscription business model. Under such a trend, it is important to learn about the customer churn rate within the business, learn from it and adjust business strategies accordingly.
openaire   +1 more source

The Impact of COVID‐19 on Open Source Development Activities: A Multi‐Method Study

Journal of Software: Evolution and Process, Volume 38, Issue 1, January 2026.
ABSTRACT The social isolation measures resulting from the COVID‐19 outbreak changed work practices in various sectors, especially with the shift to working from home. However, the implications of the pandemic on the maintenance and evolution of open‐source software (OSS) still deserve further studies.
Márcio Vinicius Okimoto, Edna Dias Canedo, Rodrigo Bonifácio, Uirá Kulesza   +3 more
wiley   +1 more source

Explaining customer churn prediction in telecom industry using tabular machine learning models

Machine Learning with Applications
The study addresses customer churn, a major issue in service-oriented sectors like telecommunications, where it refers to the discontinuation of subscriptions.
Sumana Sharma Poudel, Suresh Pokharel, Mohan Timilsina   +2 more
doaj   +1 more source

DEPAS: A Decentralized Probabilistic Algorithm for Auto-Scaling

, 2012
The dynamic provisioning of virtualized resources offered by cloud computing infrastructures allows applications deployed in a cloud environment to automatically increase and decrease the amount of used resources.
Calcavecchia, Nicolo M., Caprarescu, Bogdan Alexandru, Di Nitto, Elisabetta, Dubois, Daniel J., Petcu, Dana   +4 more
core   +1 more source

Research on Customer Churn Prediction Using Machine Learning Models [PDF]

SHS Web of Conferences
The percentage of consumers or subscribers that discontinue using a product or service within a given time frame is known as the “churn rate.” Hence, using machine learning models to estimate the number of possible churn consumers is crucial for ...
Jia Xiaolei
doaj   +1 more source

E-commerce big data processing based on an improved RBF model

Journal of Intelligent Systems
In the dynamic landscape of China’s booming economy, the surge in e-commerce customer volume presents both opportunities and challenges, notably in managing customer churn (CC). Addressing this critical issue, this study introduces an innovative approach
Lu Qiuping
doaj   +1 more source

FairRAG: A Privacy-Preserving Framework for Fair Financial Decision-Making

Applied Sciences
Customer churn prediction has become crucial for businesses, yet it poses significant challenges regarding privacy preservation and prediction accuracy.
Rashmi Nagpal, Unyimeabasi Usua, Rafael Palacios, Amar Gupta   +3 more
doaj   +1 more source

CUSTOMER CHURN PREDICTION

IARJSET, 2021
Senthilnayaki B, Swetha M, Nivedha D
openaire   +1 more source

A comprehensive survey on customer churn analysis studies

Journal of Information and Telecommunication
This paper presents a comprehensive survey of customer churn analysis studies. It begins by examining the customer journey and touchpoints, emphasizing their influence on churn behaviour.
Maryam Shahabikargar, Amin Beheshti, Xuyun Zhang, Jin Foo, Alireza Jolfaei   +4 more
doaj   +1 more source

Performance Analysis of Oversampling and Undersampling on Telco Churn Data Using Naive Bayes, SVM And Random Forest Methods [PDF]

E3S Web of Conferences
The telecommunications industry is a rapidly growing economic sector in today’s digital era. However, intense competition causes challenges in retaining customers.
Alif Muhammad Daffa Nur, Fahrudin Nur Fitrianti   +1 more
doaj   +1 more source