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N. K

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Open access Aug 2026

An Explainable AI-Based Recommendation System for E-Commerce Platforms

This study introduces an Explainable Artificial Intelligence (XAI)-based recommendation method that brings together feature engineering, the Synthetic Minority Oversampling Technique (SMOTE), Extreme Gradient Boosting (XGBoost), and SHapley Additive exPlanations (SHAP).

Shalini M. R., N. K · 0 citations
Review Aug 2026

Explainable Artificial Intelligence (AI) In Sentiment Analysis

Experimental results demonstrate that XAI techniques significantly enhance the interpretability of sentiment prediction without substantially compromising classification performance, and explainable sentiment analysis supports fairness assessment, bias detection, regulatory compliance, and informed decision-making in c...

Aishwarya P. A., N. K · 0 citations

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