Results 71 to 80 of about 9,076 (200)

Factors, Predictability, and Explainability of Mobile Telephony Customer Departure in Telecommunications Companies: A Systematic Review of the Literature

IEEE Access
The telecommunications sector has experienced exponential growth since the year 2000, reaching 5.31 trillion users by 2022, generating 1.07 trillion in revenue for telecommunications companies.
David Freire, David Santos Mauricio Sanchez, Jose Luis Castillo Sequera, Daniel Fiallo Moncayo   +3 more
doaj   +1 more source

Blockchain in Communication Networks: A Comprehensive Review

IET Blockchain, Volume 6, Issue 1, January/December 2026.
This article provides a comprehensive review of blockchain applications in communication networks, focusing on domains such as IoT, 5G, vehicular systems, and decentralised trust infrastructures. It examines key challenges—including scalability, interoperability, and latency—and outlines future directions such as lightweight consensus protocols and AI ...
Quazi Mamun, Zhenni Pan, Jun Wu
wiley   +1 more source

CTGAN-ENN: a tabular GAN-based hybrid sampling method for imbalanced and overlapped data in customer churn prediction

Journal of Big Data
Class imbalance is one of many problems of customer churn datasets. One of the common problems is class overlap, where the data have a similar instance between classes.
I Nyoman Mahayasa Adiputra, Paweena Wanchai   +1 more
doaj   +1 more source

Applied business analytics approach to IT projects – Methodological framework [PDF]

, 2017
The design and implementation of a big data project differs from a typical business intelligence project that might be presented concurrently within the same organization. A big data initiative typically triggers a large scale IT project that is expected
Ivanov, Penko, Zlatev, Vladimir
core  

A Parasite Not a Cannibal? How the State and Capital Protect Accumulation Amid Devastation

Antipode, Volume 58, Issue 1, January 2026.
Abstract Nancy Fraser's recent book, Cannibal Capitalism, breathes new life into the eco‐Marxist concept of the ecological contradiction, arguing capitalism destroys its own ecological conditions of possibility like a serpent eating its own tail. Fraser's thesis appears to be playing out in British Columbia forests, where industry is closing mills and ...
Rosemary Collard, Jessica Dempsey
wiley   +1 more source

Long‐term consumer selection strategies for a heterogeneous consumer base when demand depends on purchase and advertising histories

International Transactions in Operational Research, Volume 33, Issue 1, Page 457-488, January 2026.
Abstract For many retailers with an existing consumer base, direct marketing, particularly, one‐to‐one marketing actions, is crucial. However, to decide which consumer should receive which kind of advertising at which point in time is challenging, particularly if the individual consumer's demand is history dependent, that is, influenced by his/her ...
Oliver Nordemann, Rainer Schlosser
wiley   +1 more source

On‐Demand Schedules, Worker Absenteeism and Patient Dissatisfaction in Home Care Services

Journal of Operations Management, Volume 71, Issue 8, Page 1090-1114, December 2025.
ABSTRACT Service companies often adopt on‐demand scheduling to balance labor costs and fluctuating market demand. However, research shows that such practices can reduce worker productivity and retention. In this study, we examine how on‐demand scheduling affects two critical outcomes: worker absenteeism and patient dissatisfaction.
Antoaneta Momcheva, Fabrizio Salvador, Rocio Bonet, Marco Caserta   +3 more
wiley   +1 more source

Modeling churn using customer lifetime value. [PDF]

The definition and modeling of customer loyalty have been central issues in customer relationship management since many years. Recent papers propose solutions to detect customers that are becoming less loyal, also called churners.
Baesens, Bart, Croux, Christophe, Glady, Nicolas   +2 more
core  

Organisational drift into failure: a case study of the 2010 Pike River Coal mine disaster

Journal of the Royal Society of New Zealand, Volume 55, Issue 6, Page 2121-2149, December 2025.
ABSTRACT Time is an important and often overlooked element in understanding decision‐making under uncertainty. Whether looking forward or backwards in time, decision‐makers need to be aware of trends and patterns consisting of multiple factors and cognitive biases.
Richard J. Logan, Robert Y. Cavana, Bronwyn E. Howell, Ian Yeoman   +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