4 results for “Churn”

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Research ArticleOpen accessEvery word in the titleDeveloping an Effective Churn Prediction Model for Telecommunications: Enhancing Customer Retention through Advanced Machine Learning TechniquesAshu Goyal, Anuj Gupta, Sharad Kumar et al.Customer churn poses a significant challenge for the telecommunications sector, resulting in substantial revenue losses and increased customer acquisition costs. This research creates an efficient churn prediction model that combines state-of-the-art machine learning with ensemble learning to maximize customer retention. With the IBM Telco Customer Churn dataset, several baseline models, including Gradient Boosting, AdaBoost, Logistic Regression, Random Forest, and Support … …Journal of Computer Science, Vol. 22, Issue 1 · 3 Feb 2026 · 3,164 accessesView PDF Cite

Literature ReviewOpen accessIn the keywordsThe Role of Customer Relationship Management in the Airline IndustryDevasya AgarwalIn the status quo, airlines are unable to maximize profits, partly because of the lack of transformation in customer management over the decades. In this study, we inherently showcase a part of the reason that airlines are not heavily profitable and how it can be averted. This study employs a critical review method of literature and economic theory analysis to … …American Journal of Economics and Business Administration, Vol. 16, Issue 1 · 14 Oct 2024 · 10,727 accessesView PDF Cite

Research ArticleOpen accessIn the abstractAutomatic Digitization of Engineering Diagrams using Intelligent AlgorithmsPremanand Ghadekar, Shaunak Joshi, Debabrata Swain et al.At present usage of computational intelligence became the ultimate need of the heavy engineering industries. Digitization can be achieved in these sectors by scanning the hard copy images. When older documents are digitized are not of very high fidelity and therefore the accuracy, reliability of the estimates of components such as equipment and materials after digitization are remarkably low since … …Journal of Computer Science, Vol. 17, Issue 9 · 28 Sep 2021 · 7,058 accessesView PDF Cite

Research ArticleOpen accessIn the abstractMarking of Meat Productivity Features in Pairs of bGH, bGHR and bIGF-1 Polymorphic Genes in Aberdeen-Angus CattleLaura Zhanedilovna Dushayeva, Askar Myrzahmetovich Nametov, Indira Saltanovna Beishova et al.The purpose of the study is to identify paired combinations associated with meat productivity in Aberdeen-Angus cattle for the genes of the somatotropin cascade (growth hormone bGH, growth hormone receptor bGHR, insulin-like growth factor-1 bIGF-1). The determination of animal genotypes was carried out by PCR-RFLP. Results of statistical processing was carried out using the software capabilities of "Microsoft Excel 2010" … …OnLine Journal of Biological Sciences, Vol. 21, Issue 2 · 22 Jun 2021 · 6,899 accessesView PDF Cite