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Sarowar Morshed Shawon

Observed names: S. M. Shawon, Sarowar Morshed Shawon, Shawon, Sarowar Morshed
ORCID: 0000-0002-3508-7228
Observed ORCID: 0000-0002-3508-7228
OpenAlex ID: A5077785926
Crop yield prediction using machine learning: An extensive and systematic literature review
2024 · Sarowar Morshed Shawon, Falguny Barua Ema, et al. · Smart Agricultural Technology · 180
Federated Learning on Internet of Things: Extensive and Systematic Review
2024 · Meenakshi Aggarwal, Vikas Khullar, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 40
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Crop Yield Prediction: Robust Machine Learning Approaches for Precision Agriculture
2023 · Sarowar Morshed Shawon, Falguny Barua Ema, et al. · International Conference on Computer and Information Technology (ICCIT) · 31
Hybrid CNN-LSTM model for urban energy load forecasting with IGA-XAI for smart grids: Peak and off-peak variability insights
2025 · Sarowar Morshed Shawon, Shah Nawaz Haider, et al. · Results in Engineering · 25
Integrating Federated Learning and Explainable AI for Plant Disease Detection: A Systematic Review of Recent Advances in Precision Agriculture
2026 · Sarowar Morshed Shawon, Fahima Lokman Niha, et al. · International Journal of Computational Intelligence Systems · 22
Advances in soil moisture measurement techniques and prediction using artificial intelligence: An extensive and systematic review
2025 · Sarowar Morshed Shawon, Nusratul Islam Neha, et al. · Smart Agricultural Technology · 21
AgriAI: Machine Learning Frameworks for Tailored Crop Recommendations using Soil Nutrient Parameters
2024 · Sarowar Morshed Shawon, Nusratul Islam Neha, et al. · International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS) · 18
Federated Learning Approaches in Precision Agriculture: A Systematic Review of Current Trends, Challenges, and Opportunities
2026 · Sarowar Morshed Shawon, Ifaz Ahmed Adan, et al. · IEEE Access · 16
AI-enabled smart farming framework for sustainable date palm cultivation in arid regions using machine learning and IoT integration
2026 · Marran Al Qwaid, Md Tanjil Sarker, et al. · Scientific Reports · 14
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Botanika: An IoT-Enabled Solar Powered Soil Profiling Sensor Probe for Rooftop Gardening
2024 · Anjuman Naher Jui, Nabonita Dey, et al. · International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) · 13
Climate-aware hybrid 1D-CNN-LSTM model for multi-layer soil moisture prediction in tropical Cocoa plantations
2025 · Sarowar Morshed Shawon, Mukter Zaman, et al. · Climate smart agriculture. · 7
HybridNet: ResNet50-GRU Integration for Enhanced Rice Leaf Disease Classification in Precision Agriculture
2025 · Sarowar Morshed Shawon, Shah Nawaz Haider, et al. · Lecture notes in networks and systems · 6
Design and Development of Solar Powered IoT Enabled Multi-layer Soil Moisture Probe
2024 · Sarowar Morshed Shawon, Asadur Noor Adnan, et al. · International Conference on Computer and Information Technology (ICCIT) · 6
Safe-Women: an IoT-Enabled Smart Safeguarding Device for Enhancing Women's Security
2024 · Pritika Roy, Kazi Rifah Noor, et al. · IEEE International Conference on Power, Electrical, Electronics and Industrial Applications (PEEIACON) · 6
Precision Classification of Potato Diseases Using Transformer-Enhanced CNNs
2025 · Steve Austin, Arnab Barua, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN) · 4
Predictive Modelling for Multi-Location Deep Learning based Load Forecasting: An Integrated Approach
2024 · Sarowar Morshed Shawon, Shah Nawaz Haider, et al. · International Conference on Electrical and Computer Engineering (ICECE) · 4
Fed-XGBoost-LGBM: Privacy-Preserving Multi-Crop Recommendation Using Federated XGBoost-LGBM Ensemble on Imbalanced Soil Data
2025 · Sarowar Morshed Shawon, Md Shoaibur Rahman, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN) · 3
Super Hybrid Deep Learning Framework: Transformer-LSTM-CNN-DNN for Accurate Load Forecasting
2024 · Arnab Barua, Shah Nawaz Haider, et al. · International Conference on Computer and Information Technology (ICCIT) · 3
A hybrid ANN–RF and IoT-enabled framework for water energy optimization in arid smart farming: Evidence from Saudi Arabia
2026 · Marran Al Qwaid, Md Tanjil Sarker, et al. · Smart Agricultural Technology · 2
Explainable Quantile CNN-LSTM model for uncertainty-aware multi-layer soil moisture prediction in tropical cocoa plantations
2026 · Sarowar Morshed Shawon, Mukter Zaman, et al. · Scientific Reports · 2
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Lightweight Federated and Explainable AI Enhanced Crop Yield Forecasting in Heterogeneous Agricultural Systems
2025 · Shah Nawaz Haider, Arnab Barua, et al. · International Conference on Computer and Information Technology (ICCIT) · 1
Agri-Light-Fed: Lightweight Federated Learning with Explainable AI for Efficient and Privacy-Preserving Crop Yield Prediction
2025 · Sarowar Morshed Shawon, Purujit Dutta, et al. · International Conference on Computer and Information Technology (ICCIT) · 1
An Improved Hybrid 3D U-Net and ResNet101 Framework for Brain Tumor Segmentation and Classification from MRI Scans
2025 · Utpal Barua, Nuzhat Tabassum, et al. · International Conference on Computer and Information Technology (ICCIT) · 1
AI-Powered Thyroid Disorder Prediction: A Machine Learning Based Comparative Analysis
2025 · Sarowar Morshed Shawon, Mohd. Wahidul Alam, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN) · 1
Navigating Solar Peaks: Simulation Study of Fuzzy Logic and Improved Perturb & Observe MPPT Techniques for Standalone PV Systems
2024 · Sarowar Morshed Shawon, Armab Barua, et al. · International Conference on Electrical Engineering and Information Communication Technology · 1
Works count: 37
Citation count: 432
H-index: 10
I10-index: 10
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