4 papers
Homo-RAG: Homology-Guided Retrieval-Augmented Generation for Cross-Species Gene Function Prediction
Azrin Sultana
The functional annotation of genes in non-model organisms remains a significant challenge in computational biology, with 20-70% of sequenced genes lacking characterized functions.…
Explicit Grammar Semantic Feature Fusion for Robust Text Classification
Azrin Sultana, Firoz Ahmed
Natural Language Processing enables computers to understand human language by analysing and classifying text efficiently with deep-level grammatical and semantic features. Existing…
A Lightweight Vision-Language Fusion Framework for Predicting App Ratings from User Interfaces and Metadata
Azrin Sultana, Firoz Ahmed
App ratings are among the most significant indicators of the quality, usability, and overall user satisfaction of mobile applications. However, existing app rating prediction model…
Entity-Aware and Secure Query Optimization in Database Using Named Entity Recognition
Azrin Sultana, Hasibur Rashid Chayon
Cloud storage has become the backbone of modern data infrastructure, yet privacy and efficient data retrieval remain significant challenges. Traditional privacy-preserving approach…