Muhammad Sulaiman

Muhammad Sulaiman; Mina Farmanbar; Ahmed Nabil Belbachir; Chunming Rong (2025) Leveraging YOLOv8 Fine-Tuning and SEEM Inference for Accurate Building Segmentation Using RGB and LiDAR Datasets. I: Mina Farmanbar; Nikolaos Kouvakas; Maria Tzamtzi; Ajit Kumar Verma; Klaus Schoeffmann, Horizons of AI: Ethical Considerations and Interdisciplinary Engagements. Springer Nature Singapore. ISBN 9789819679447.

Muhammad Sulaiman; Mina Farmanbar; Shingo Kagami; Nabil Belbachir; Chunming Rong (2025) Online deep learning’s role in conquering the challenges of streaming data: a survey. I: Knowledge and Information Systems. ISSN 0219-1377. Volum 67. s.3159-3203. DOI: 10.1007/s10115-025-02351-3

Muhammad Sulaiman; Mina Farmanbar; Nabil Belbachir; Chunming Rong (2024) Precision in Building Extraction : Comparing Shallow and Deep Models Using LiDAR Data. I: Antorweep Chakravorty; Mina Farmanbar; Maria P. Tzamtzi; Ajit Kumar Verma, Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications : 1st International Conference on Frontiers of AI, Ethics, and Multidisciplinary Applications (FAIEMA), Greece, 2023. Springer Publishing Company. ISBN 9789819998364. s.431-444. DOI: 10.1007/978-981-99-9836-4_32

Muhammad Sulaiman; Mina Farmanbar; Nabil Belbachir; Rong Chunming (2024) Genetic Algorithm Empowering Unsupervised Learning for Optimizing Building Segmentation from Light Detection and Ranging Point Clouds. I: Remote Sensing. Online ISSN 2072-4292. Volum 16. DOI: 10.3390/rs16193603

Muhammad Sulaiman; Erik Finnesand; Mina Farmanbar; Nabil Belbachir; Chunming Rong (2024) Building Precision: Efficient Encoder-Decoder Networks for Remote Sensing Based on Aerial RGB and LiDAR Data. I: IEEE Access. Online ISSN 2169-3536. Volum 12. s.60329-60346. DOI: 10.1109/ACCESS.2024.3391416

Doğan Aydın; Yunus Özcan; Muhammad Sulaiman; Gürcan Yavuz; Zahid Halim (2023) Elitist artificial bee colony with dynamic population size for multimodal optimization problems. I: Swarm Intelligence. ISSN 1935-3812. s.305-334. DOI: 10.1007/s11721-023-00228-1

Ghulam Mustafa; Abid Rauf; Ahmad Sami Al-Shamayleh; Muhammad Sulaiman; Muhammad Tanvir Afzal; Adnan Akhunzada (2023) Optimizing Document Classification: Unleashing the Power of Genetic Algorithms. I: IEEE Access. Online ISSN 2169-3536. DOI: 10.1109/ACCESS.2023.3292248

Finnesand Erik; Muhammad Sulaiman; Mina Farmanbar (2023) An Efficient Machine Learning Approach for Building Segmentation Using Aerial Images and LiDAR Data. NORA Annual Conference 2023; 2023-06-05 - 2023-06-06.