47 citations · 48 across the 4 of their papers we have counts for
3 papers · 1 filter
A Differentially Private Federated Proximal Optimization Framework for Customer Churn Prediction in Heterogeneous Federated Telecom Networks
Joydeb Kumar Sana, Subrata Chakraborty, M M Manjurul Islam
Customer churn is one of the major issues in the telecommunication industry. To predict customer churn, conventional centralized machine learning approaches have been widely used.…
Privacy-Preserving Customer Churn Prediction Model in the Context of Telecommunication Industry
Joydeb Kumar Sana, M Sohel Rahman, M Saifur Rahman
Data is the main fuel of a successful machine learning model. A dataset may contain sensitive individual records e.g. personal health records, financial data, industrial informatio…
Data transformation based optimized customer churn prediction model for the telecommunication industry
Joydeb Kumar Sana, Mohammad Zoynul Abedin, M. Sohel Rahman +1
Data transformation (DT) is a process that transfers the original data into a form which supports a particular classification algorithm and helps to analyze the data for a special…