Research

Here is a list of research papers I’ve published. I haven't found anything groundbreaking 😅, but I’ve learned a lot through them. They’re also on my Google Scholar profile.

• YOLOv8 Image Processing: Evaluation of Stability Algorithms Based on Neural Networks: A Sports Use Case.
  Abdullah Ibnah Hasan, M. H. Rahman, A. S. M. M. Islam, M. Uddin, A. Ahmed, A. A. Miazee, Y. Hossain.
  Lecture Notes in Networks and Systems (Springer), 2024.
  Focused on multi-model benchmarking of ResNet-50, EfficientNet-B7, DenseNet-121, and YOLOv8n-cls across 110-class sports datasets. YOLOv8 achieved the highest validation accuracy (97.87%).
  Springer | GitHub | Blogpost

• Machine Learning for Computer Vision: A Comprehensive Overview.
  Abdullah Ibnah Hasan, N. U. Prince, M. K. Siam, M. M. Miah, M. M. H. Siddique, Y. Hossain, M. H. Rahman.
  Lecture Notes in Networks and Systems (Springer), 2026.
  In-depth review of supervised/unsupervised ML techniques for computer vision. Covers image processing tools, neural network models, datasets, and challenges in domains like medical imaging and surveillance.
  Springer | Dataset

• A Review of Big Data Analytics and Cognitive Computing
  Abdullah Ibnah Hasan, M. R. Haque, N. U. Sarkar, K. A. Tanvir, M. S. H. Sajib, N. Siddique, M. H. Rahman.
  Lecture Notes in Networks and Systems (Springer), 2026.
  Explores the integration of cognitive computing with Big Data across healthcare and smart systems. Includes a meta-analysis of 91 articles and proposes a new conceptual framework for decision-making.
  Springer