Explainable AI

Explainable Bangla Linguistic Style Classification into Saint and Common Forms

This study presents a transformer-based framework for classifying Bengali texts into saint (Sadhu) and common (Cholito) forms, with SahajBERT achieving the best performance (0.95 ± …

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Comprehensive Lung Disease Detection Using Deep Learning Models and Hybrid Chest X-ray Data with Explainable AI

LIME was used to enhance the interpretability of model predictions, especially in cases of misclassification, contributing to the development of reliable and interpretable …

shuvashis-sarker

Bengali Handwritten Digit Recognition using CNN with Explainable AI

Handwritten character recognition is a significant research area, especially for languages like Bengali where quality OCR applications are scarce. Merging machine learning and deep …

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