1 citations · 1 across the 3 of their papers we have counts for
4 papers
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.…
Dual-Temporal LSTM with Hybrid Attention for Airline Passenger Load Factor Forecasting: Integrating Intra-Flight and Inter-Flight Booking Dynamics
ASM Nazrul Islam, Md. Hasanul Kabir, Md. Liakot Ali +1
Accurate short-term demand forecasting is crucial to airline revenue management, yet most existing systems fail to meet this need because current models treat booking data as a sin…
Class-Aware Adaptive Differential Privacy in Deep Learning for Sensor-Based Fall Detection
Joydeb Kumar Sana
Fall detection is a critical task in healthcare, particularly for elderly people. Timely fall detection and treatment can prevent severe injuries. Sensor-based activity data can be…
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…