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Author

Sharmin Sharmin

Observed institution: University of Malaya
ORCID: 0000-0002-2540-455X
Observed ORCIDs: 0000-0002-2540-455X, 0000-0002-6134-6887
OpenAlex ID: A5000950337
An Energy-Efficient Data Aggregation Clustering Algorithm for Wireless Sensor Networks Using Hybrid PSO
2023 · Sharmin Sharmin, Ismail Ahmedy, et al. · Energies · 93
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PollenNet: A novel architecture for high precision pollen grain classification through deep learning and explainable AI
2024 · F M Javed Mehedi Shamrat, Mohd Yamani Idna Idris, et al. · Heliyon · 16
Development of a multi-fusion convolutional neural network (MF-CNN) for enhanced gastrointestinal disease diagnosis in endoscopy image analysis
2024 · Tanzim Hossain, F M Javed Mehedi Shamrat, et al. · PeerJ Computer Science · 9
A comprehensive review of machine learning-driven self-organizing networks for 5G coverage and capacity
2026 · Sharmin Sharmin, Ismail Ahmedy, et al. · Telecommunication Systems · 3
DRDnet22: Advanced convolutional techniques for early diabetic retinopathy detection in retinal images
2024 · Md. Sakib Ali Mazumder, F M Javed Mehedi Shamrat, et al. · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · 3
Using Hybrid Genetic Algorithm for Data Aggregation in Wireless Sensor Networks
2024 · Sharmin Sharmin, Ismail Ahmedy, et al. · International Conference on Ubiquitous Information Management and Communication (IMCOM) · 3
Enhancing 5G/6G Network Efficiency and Security via Artificial Intelligent-Driven Real-Time Analytics and Resource Optimization
2025 · Sharmin Sharmin, Ismail Ahmedy, et al. · IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET) · 2
Toward Precision Diagnosis of Otitis Media: Introducing A Novel EARnet-AR Model
2023 · Rashiduzzaman Shakil, F M Javed Mehedi Shamrat, et al. · International Conference on Ambient Intelligence in Health Care (ICAIHC) · 1
Clustering Mechanism in Particle Swarm Optimization Algorithm for Data Aggregation
2023 · Sharmin Sharmin, Ismail Ahmedy, et al. · IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) · 1
A Unified ML Framework for Cross-Pillar Energy Optimization in 5G Self-organizing Networks
2026 · Sharmin Sharmin, Ismail Ahmedy, et al. · Communications in computer and information science
KPI-Adaptive DQN Framework for Handover Optimization in 5G Ultra-Dense Networks
2026 · Muhammad Umair Munir, Ismail Ahmedy, et al. · Communications in computer and information science
Works count: 11
Citation count: 131
H-index: 3
I10-index: 2
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