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Shanthi P B

1 paper indexed

crossref2026-06-21

A Dual-Branch Explainable AI Framework Combining Machine and Deep Learning for Air Quality Forecasting in Indian Cities

Pratik Chakraborty, Shanthi P B

Abstract A precise Air Quality Index (AQI) forecasting is essential for ecosystem monitoring and societal health management. This study proposes a dual-branch explainable AI framework that brings together machine learning models (XGBoost, LightGBM,CatBoost, Linear Regression) and…

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