Publications & Research
Academic contributions spanning Computer Vision, Machine Learning, Natural Language Processing, and Data Science applications.
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Rooftops detection with YOLOv8 from aerial imagery and a brief review on rooftop photovoltaic potential assessment
Authors: Ahmed, M. S., Arman, M. S., Tasnim, N., Imran, M. H., Sammak, M. H., & Bhuiyan, T.
Published in: IAES International Journal of Artificial Intelligence
This research presents an advanced approach to detecting rooftops from aerial imagery using YOLOv8, providing a comprehensive review of rooftop photovoltaic potential assessment methodologies.
View PublicationEnhancing Roadway Cleanliness Through Advanced Object Detection Techniques
Authors: Arman, M. S., et al.
Published in: International Journal
A comprehensive study on road garbage detection and classification using YOLOv8, focusing on improving roadway cleanliness through automated detection systems.
View PublicationPhishGuard: Leveraging NLP and Machine Learning for Email Phishing Detection
Authors: Arman, M. S., et al.
Presented at: International Conference
Advanced email security system using natural language processing techniques and machine learning algorithms to detect and prevent phishing attacks.
View PublicationParking Slot Detection and Vacancy Check Based on Deep Learning Method
Authors: Arman, M. S., et al.
Published in: International Journal
Smart parking management system using computer vision and deep learning to detect parking slots and check vacancy in real-time.
View PublicationCustomer Sentiments Towards Delivery Services in Bangladesh
Authors: Arman, M. S., et al.
Presented at: International Conference
Machine learning-based sentiment analysis of customer opinions towards delivery services in Bangladesh, providing insights for service improvement.
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