6 papers
How Does Research Evolve? Tracing Cross-Domain Trajectories in NLP, ML, and CV Through Claim-Grounded Typed Citations
Abdul Muntakim, Md Abdullah Al Hafiz Khan, Sadid Hasan +1
How does research evolve, and can we trace it at the level of individual claims? Scientific progress is not simply a uniform accumulation of facts. Existing citation graphs usually…
BiST: A Gold Standard Bangla-English Bilingual Corpus for Sentence Structure and Tense Classification with Inter-Annotator Agreement
Abdullah Al Shafi, Swapnil Kundu Argha, M. A. Moyeen +2
High-quality bilingual resources remain a critical bottleneck for advancing multilingual NLP in low-resource settings, particularly for Bangla. To mitigate this gap, we introduce B…
Bridging the Gap in Bangla Healthcare: Machine Learning Based Disease Prediction Using a Symptoms-Disease Dataset
Rowzatul Zannat, Abdullah Al Shafi, Abdul Muntakim
Increased access to reliable health information is essential for non-English-speaking populations, yet resources in Bangla for disease prediction remain limited. This study address…
Skin Lesion Classification Using a Soft Voting Ensemble of Convolutional Neural Networks
Abdullah Al Shafi, Abdul Muntakim, Pintu Chandra Shill +2
Skin cancer can be identified by dermoscopic examination and ocular inspection, but early detection significantly increases survival chances. Artificial intelligence (AI), using an…
A Structured Dataset of Disease-Symptom Associations to Improve Diagnostic Accuracy
Abdullah Al Shafi, Rowzatul Zannat, Abdul Muntakim +1
Disease-symptom datasets are significant and in demand for medical research, disease diagnosis, clinical decision-making, and AI-driven health management applications. These datase…
On-device Federated Learning in Smartphones for Detecting Depression from Reddit Posts
Mustofa Ahmed, Abdul Muntakim, Nawrin Tabassum +2
Depression detection using deep learning models has been widely explored in previous studies, especially due to the large amounts of data available from social media posts. These p…