3 papers
cs.LG2025
Physics-Guided Deep Learning for Heat Pump Stress Detection: A Comprehensive Analysis on When2Heat Dataset
Md Shahabub Alam, Md Asifuzzaman Jishan, Ayan Kumar Ghosh
Heat pump systems are critical components in modern energy-efficient buildings, yet their operational stress detection remains challenging due to complex thermodynamic interactions…
cs.LG2024
Bayesian Regression for Predicting Subscription to Bank Term Deposits in Direct Marketing Campaigns
Muhammad Farhan Tanvir, Md Maruf Hossain, Md Asifuzzaman Jishan
In the highly competitive environment of the banking industry, it is essential to precisely forecast the behavior of customers in order to maximize the effectiveness of marketing i…
cs.LG2024
Hotel Booking Cancellation Prediction Using Applied Bayesian Models
Md Asifuzzaman Jishan, Vikas Singh, Ayan Kumar Ghosh +3
This study applies Bayesian models to predict hotel booking cancellations, a key challenge affecting resource allocation, revenue, and customer satisfaction in the hospitality indu…