3 papers
cs.AI2026
Hybrid Machine Learning Framework for Herd-Level Cattle Growth Pattern and Weight Gain Forecasting in Grazing-Based Production Systems
Muhammad Riaz Hasib Hossain, Rafiqul Islam, Shawn R. McGrath +2
Commercial grazing systems yield irregular livestock observations, which challenge cattle growth forecasting. This study developed a hybrid machine learning framework for herd leve…
cs.AI2025
Mob-based cattle weight gain forecasting using ML models
Muhammad Riaz Hasib Hossain, Rafiqul Islam, Shawn R McGrath +2
Forecasting mob based cattle weight gain (MB CWG) may benefit large livestock farms, allowing farmers to refine their feeding strategies, make educated breeding choices, and reduce…
cs.LG2025
Learning-based estimation of cattle weight gain and its influencing factors
Muhammad Riaz Hasib Hossain, Rafiqul Islam, Shawn R. McGrath +2
Many cattle farmers still depend on manual methods to measure the live weight gain of cattle at set intervals, which is time consuming, labour intensive, and stressful for both the…