Niful Islam

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Remote Sensing Image Classification Using Deep Ensemble Learning.
CoRR
Niful Islam, Md. Rayhan Ahmed, Nur Mohammad Fahad, Salekul Islam, A. K. M. Muzahidul Islam, Saddam Hossain Mukta, Swakkhar Shatabda
2026 J jnl
When Agents Fail: A Comprehensive Study of Bugs in LLM Agents with Automated Labeling.
CoRR
Niful Islam, Ragib Shahriar Ayon, Deepak-George Thomas, Shibbir Ahmed, Mohammad Wardat
2025 — conf
Can a Large Language Model Win a Kaggle Competition?
ICDM (Workshops)
Illya Gordyy, Estevan Rendon, Niful Islam, Mohammad Wardat, Huirong Fu
2025 J jnl
MultiBanFakeDetect: Integrating advanced fusion techniques for multimodal detection of Bangla fake news in under-resourced contexts.
Int. J. Inf. Manag. Data Insights
Fatema Tuj Johora Faria, Mukaffi Bin Moin, Zayeed Hasan, Md. Arafat Alam Khandaker, Niful Islam, Khan Md. Hasib, Muhammad Firoz Mridha
2024 J jnl
DTization: A New Method for Supervised Feature Scaling.
CoRR
Niful Islam
2024 J jnl
Deep Fusion Model for Brain Tumor Classification Using Fine-Grained Gradient Preservation.
CoRR
Niful Islam, Mohaiminul Islam Bhuiyan, Jarin Tasnim Raya, Nur Shazwani Kamarudin, Khan Md. Hasib, Muhammad Firoz Mridha, Dewan Md. Farid
2024 J jnl
Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency.
CoRR
Niful Islam, Khan Md. Hasib, Fahmida Akter Joti, Asif Karim, Sami Azam
2023 — conf
Determining the Optimal Number of GAT and GCN Layers for Node Classification in Graph Neural Networks.
ICSECS
Humaira Noor, Niful Islam, Md. Saddam Hossain Mukta, Nur Shazwani Binti Kamarudin, Mohaimenul Azam Khan Raiaan, Sami Azam
2023 J jnl
Distinguishing Human Generated Text From ChatGPT Generated Text Using Machine Learning.
CoRR
Niful Islam, Debopom Sutradhar, Humaira Noor, Jarin Tasnim Raya, Monowara Tabassum Maisha, Dewan Md. Farid
2023 — conf
EWasteNet: A Two-Stream Data Efficient Image Transformer Approach for E-Waste Classification.
ICSECS
Niful Islam, Md. Mehedi Hasan Jony, Emam Hasan, Sunny Sutradhar, Atikur Rahman, Md. Motaharul Islam
2023 J jnl
EWasteNet: A Two-Stream Data Efficient Image Transformer Approach for E-Waste Classification.
CoRR
Niful Islam, Md. Mehedi Hasan Jony, Emam Hasan, Sunny Sutradhar, Atikur Rahman, Md. Motaharul Islam