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Comparative Performance of Gradient Boosting Algorithms for Household Food Resilience Classification during The COVID-19
The need for data-driven analysis to understand socio-economic vulnerability, particularly in relation to food security, has intensified due to the pandemic. The growing volume of survey data demands analytical... -
Vehicle Inspection Forecasting Through Temporal Signal Processing and Ensemble Machine Learning
Vehicle inspection services are essential for maintaining transportation safety and regulatory compliance. However, daily inspection volumes in developing regions exhibit high stochastic fluctuations due to...