Nature

A stacking ensemble classifier-based machine learning model for classifying pollution sources on photovoltaic panels

Solar energy is a very efficient alternative for generating clean electric energy. However, pollution on the surface of solar panels reduces solar radiation, increases surface transmittance, and ...
Nature

Classifying metro drivers’ cognitive distractions during manual operations using machine learning and random forest-recursive feature elimination

Metro drivers are more likely to trigger accidents if they suffer from cognitive distractions during manual driving. However, identifying metro drivers’ cognitive distractions faces challenges as ...
The Navhind Times

Study uncovers 3.75% reduction in Goa’s dense forest cover

Abdul Wahab Khan Panaji Findings from five decades of satellite data and Random Forest classification have revealed a 3.75 per cent reduction in Goa’s dense forest cover and a loss of nearly 200 ...