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cs.LG2025
DemandLens: Enhancing Forecast Accuracy Through Product-Specific Hyperparameter Optimization
Srijesh Pillai, M. I. Jawid Nazir
DemandLens demonstrates an innovative Prophet based forecasting model for the mattress-in-a-box industry, incorporating COVID-19 metrics and SKU-specific hyperparameter optimizatio…
cs.LG2025
Machine Learning Framework for Audio-Based Equipment Condition Monitoring: A Comparative Study of Classification Algorithms
Srijesh Pillai, Yodhin Agarwal, Zaheeruddin Ahmed
Audio-based equipment condition monitoring suffers from a lack of standardized methodologies for algorithm selection, hindering reproducible research. This paper addresses this gap…