Results 51 to 60 of about 899,252 (240)

IG-KNN UNTUK PREDIKSI CUSTOMER CHURN TELEKOMUNIKASI

Simetris: Jurnal Teknik Mesin, Elektro dan Ilmu Komputer, 2015
ABSTRAK IG-KNN merupakan gabungan dari algotitma pemilihan fitur information gain dengan algoritma klasifikasi KNN, kedua algoritma ini diharapkan dapat meningkatkan akurasi dalam memprediksi customer churn telekomunikasi.
Muhammad Arifin
doaj   +1 more source

Ensembles of probability estimation trees for customer churn prediction [PDF]

, 2010
Customer churn prediction is one of the most, important elements tents of a company's Customer Relationship Management, (CRM) strategy In tins study, two strategies are investigated to increase the lift. performance of ensemble classification models, i.e
A. Lemmens, A. Prinzie, B. Larivière, D. Cieslak, E. Bauer, F. Provost, F. Provost, J. Burez, J.J. Rodríguez, L. Breiman, L.I. Kuncheva, M.J. Shaw, N. Glady, P. Panov, R. Bryll, R. Quinlan, S. Clemençon, T.K. Ho, W. Reinartz, Y. Freund, Y.S. Kim   +20 more
core   +3 more sources

Harnessing Generative AI for Sustainable Supply Chains: Lean, Circular and Green Perspectives

Business Strategy and the Environment, EarlyView.
ABSTRACT Generative artificial intelligence is playing a significant role in the transformation of digital ecosystems by reinventing the processes of content generation, process automation, product innovation and customer experience. At the same time that these technologies are becoming more integrated into routine operations, the focus has shifted to ...
Ashutosh Singh, Rsha Alghafes, Judit Petra Koltai, Sushant Kumar Vishnoi   +3 more
wiley   +1 more source

Ensemble of Example-Dependent Cost-Sensitive Decision Trees [PDF]

, 2015
Several real-world classification problems are example-dependent cost-sensitive in nature, where the costs due to misclassification vary between examples and not only within classes.
Aouada, Djamila, Bahnsen, Alejandro Correa, Ottersten, Bjorn   +2 more
core   +2 more sources

Navigating the Double Edge of Product‐Service Systems: User Behavior, Adoption, and Rebound Effects

Business Strategy and the Environment, EarlyView.
ABSTRACT Product‐service systems (PSS) have been considered a promising approach to operationalizing the circular economy. Although many studies have outlined the potential sustainability gains of PSS solutions, it is still unclear what factors drive PSS adoption and how behavioral changes result in rebound effects, undermining their potential ...
Marina Fernandes Aguiar, Daniel Guzzo, Janaina Mascarenhas, Daniela C. A. Pigosso   +3 more
wiley   +1 more source

Technological Evolution in Fintech: A Decadal Scientometric and Systematic Review of Developments and Criticisms

International Journal of Finance &Economics, EarlyView.
ABSTRACT This study aims to classify pivotal fintech innovations and explore the prospects and pitfalls associated with emerging fintech services extensively discussed in the literature. We conducted a multistage systematic review of research published on fintech over the past decade from a technological perspective. Using the Preferred Reporting Items
Muhammad Imran Qureshi, Nohman Khan
wiley   +1 more source

Process Framework for Subscriber Management and Retention in Nigerian Telecommunication Industry [PDF]

, 2007
in the global telecommunication industry. Hence, a dominant approach for subscriber management and retention is churn control, since it is cheaper to retain an existing subscriber than acquiring a new one.
Daramola, Olawande, Oladipupo, O. O.
core  

Decision Threshold Setting in Binary Classification Problems—A Behavioral Lens

Journal of Operations Management, EarlyView.
ABSTRACT When binary classification models are wrong, managers face misclassification costs. Although false positive outcomes imply unnecessary mitigation efforts, false negative outcomes imply overlooking the class of interest. Humans calibrate these ai models supporting operational systems by adjusting the decision threshold that translates ...
Patrick Moder, Kai Hoberg, Felix Papier
wiley   +1 more source

Counterfactual Customer Churn Prediction in E-Commerce Memberships [PDF]

ITM Web of Conferences
The e-commerce membership platforms that provide membership services through subscription- based models are currently experiencing a serious situation of customer churn.
S Steffeno Selva, U Syed Imran
doaj   +1 more source

ChurnNet: Deep Learning Enhanced Customer Churn Prediction in Telecommunication Industry

IEEE Access
In the Telecommunication Industry (TCI) customer churn is a significant issue because the revenue of the service provider is highly dependent on the retention of existing customers. In this competitive market, it is essential for the service providers to
Somak Saha, Chamak Saha, Md. Mahidul Haque, Md. Golam Rabiul Alam, Ashis Talukder   +4 more
semanticscholar   +1 more source