Abstract: The recent development of advanced data analytics and machine learning promoted the introduction of diverse learning techniques designed to alleviate challenges related to two major ...

Abstract: This research paper addresses the pressing issue of air quality monitoring and prediction using machine learning algorithms. With a dataset comprising pollutant levels from various states, ...

Each task is aligned with a corresponding Kaggle competition and follows strict constraints: only traditional machine learning (ML) models are allowed — no deep learning or pre-trained models.