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	Year	Authors	Title
	2026	Sukriti Dhang, Jason Lok, Mimi Zhang and Soumyabrata Dev	Multi-modal Fusion for Billboard Categorization in Video Frames: A Text and Image-Based Approach Multimedia Tools and Applications
	2026	P. Dey and D. Ayala-Cabrera and S. Dev and B. Schoen-Phelan	AirGRU: A Physics-Informed Model for PM2.5 Prediction
	2026	M. Y. Hossain and D. Ayala-Cabrera and S. Dev	Evaluating Cross-Modality Generalization in Deep RGB-to-NIR Image Translation
	2025	Sukriti Dhang, Mimi Zhang and Soumyabrata Dev	LaBINet - An Approach for Seamlessly Integrating New Advertisement into an Existing Scene IEEE Transactions on Artificial Intelligence, 6, pp2281-2290
	2025	R. Das and S. Dev	Optimizing Student Engagement Detection using Facial and Behavioral Features Neural Computing and Applications
	2025	Y. Li and H. Wang and S. Wang and J. Xu and Y. H. Lee and S. Dev	BSANet: A Bilateral Segregation and Aggregation Network for Real-time Cloud Segmentation Remote Sensing Applications: Society and Environment
	2025	Y. Li and H. Wang and J. Zhang and J. You and J. Xu and P. Wu and Y. Xiao and S and Dev	Segregation and Context Aggregation Network for Real-time Cloud Segmentation
	2025	P. Adong and E. Bainomugisha and S. Dev	Evaluating machine learning methods for PM2.5 estimation using satellite AOD, low-cost and reference-grade monitors in Kampala International Journal of Environmental Science and Technology
	2025	I. R. Nijhum and M. S. Reza and S. Dev	Tiny-UCloudNet: Memory Efficient Ground-based Cloud Segmentation Network
	2025	C. O’Sullivan and S. Dev	The Impact of Data Augmentations on Coastal Image Segmentation Models
	2025	S. Azadnejad and A. Kandiri and A. Hrysiewicz and F. O’Loughlin and EP. Holohan and S. Dev and S. Donohue	Application of deep learning for coherent pixel selection in time series InSAR for urban area and transport infrastructure monitoring International Journal of Applied Earth Observation and Geoinformation
	2025	Y. Li and H. Wang and J. Xu and P. Wu and Y. Xiao and S. Wang and S. Dev	DDUNet: Dual Dynamic U-net For Highly-efficient Cloud Segmentation
	2025	P. Dey and S. Dev and B. Schoen-Phelan	FewShot-AIRNET: Temporal 2D-Variation Modeling for Air Pollution Forecasting
	2025	R. Das and S. Dhang and M. Zhang and S. Dev	AdMoteNet: Adaptive Network for Emotion Understanding in Visual Content
	2025	I. R. Nijhum and T. Akinola and M. E. Ali and S. Dev	Optimizing Lightweight Photovoltaic Forecasting Models: A Distillation Approach
	2025	M. S. Pathan and P. Nadella and Y. U. Haq and S. Chaudhury and J. Wu and A. Nag and Soumyabrata Dev	A Systematic Analysis of Meteorological Parameters in Predicting Rainfall Events IEEE Access
	2025	Y. Li and H. Wang and J. Xu and Z. Ma and P. Wu and S. Wang and S. Dev	CP2M: Clustered-Patch-Mixed Mosaic Augmentation for Aerial Image Segmentation
	2025	Y. Zhang and A. Pakrashi and S. Dev	Multi-Regional CO₂ Emission Forecasting Using Advanced Machine Learning and Temporal Feature Engineering Environmental Modelling and Software
	2025	P. Dey and S. Dev and B. Schoen-Phelan	Efficient Vision Transformer Framework: Near-Surface O3 Prediction with Missing Satellite Data
	2025	C. O’Sullivan and S. Dev	Weighted Context: A Global Interpretation Method for Image Segmentation Models
	2024	Jiantao Wu, Fabrazio Orlandi, Declan O'Sullivan. Soumyabrata Dev	On the Use of Virtual Knowledge Graphs to Improve Environmental Sensor Data Accessibility IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17, pp6671-6682. DOI: https://doi.org/10.1109/JSTARS.2024.3370389
	2024	Jiantao Wu, Fabrizio Orlandi, Declan O'Sullivan, Soumyabrata Dev	Leveraging Knowledge Graphs for Enhancing Climate-Resilient Agricultural Analysis IEEE 9th International Conference on Computational Intelligence and Applications (ICCIA), pp241-245. DOI: https://doi.org/10.1109/ICCIA62557.2024.10719340
	2024	Jiantao Wu, Fabrizio Orlandi, Declan O'Sullivan, Soumyabrata Dev	LinkedGeoClimate: An Interoperable Platform for Climate Data Access Within Geographical Context IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17, pp10352-10366. DOI: https://doi.org/10.1109/JSTARS.2024.3391922
	2024	Sukriti Dhang, Mimi Zhang and Soumyabrata Dev	AdSegNet: A deep network to localize billboard in outdoor scenes Signal, Image and Video Processing, 18, pp7221-7235
	2024	R. Das and S. Dhang and S. Dev	Integrated Approach for Simultaneous Estimation of Emotional States and Valence-Arousal Levels in Facial Images
	2024	S. Kumari and J. Wu and D. Ayala-Cabrera and S. Dev	Effective Water Body Extraction from Hyperspectral Data: A Focus on Unsupervised Band Indices
	2024	Y. Li and H. Wang and S. Wang and Y. H. Lee and M. S. Pathan and S. Dev	UCLOUDNET: A Residual U-net with Deep Supervision for Cloud Image Segmentation
	2024	P. Dey and S. Dev and B. S. Phelan	Predicting Multivariate Air Pollution: A Gaussian-Mixture Nested Factorial Variational Autoencoder Approach IEEE Geoscience and Remote Sensing Letters
	2024	S. Kumari and P. Dey and D. Ayala-Cabrera and S. Dev	Attention-Based ResNet for Accurate Water Body Classification Using Spectral Indices
	2024	S. Dhang and M. Zhang and S. Dev	Frame-level Advert Localisation
	2024	I. R. Nijhum and M. Y. Hossain and M. M. H. Rakib and S. Dev	On Improving Solar Forecasts with Enhanced IR Imaging and CNNs
	2024	P. Dey and S. Dhang and S. Dev and B. Schoen-Phelan	NES-VIT-NET: A Nested Vision Transformer-based Network for Near-surface NO2 Estimation from Satellite and Ground Observations
	2024	M. Y. Saeed and J. He and N. Zhu and M. Farhan and S. Dev and T. R. Gadekallu and A. Almadhor	An Intelligent Reinforcement Learning-Based Method for Threat Detection in Mobile Edge Networks International Journal of Network Management
	2024	I. R. Nijhum and M. Y. Hossain and T. Akinola and M. M. H. Rakib and S. Dev	A Hybrid CNN-LSTM Framework and Infrared Image Processing for Solar Irradiance Forecasting
	2024	Y. Zhang and A. Pakrashi and S. Dev	Deep Learning-Based Prediction of Short-Term CO2 Emissions in Ireland
	2024	D. J. Yericherla and G. S. Krishna and A. Pakrashi and S. Dev	Estimating Global Horizontal Irradiance of Solar Photovoltaic System from Satellite Data
	2024	S. Dhang and A. Idogho and M. Zhang and S. Dev	Towards Accurate Billboard Detection: An Ablation and Benchmarking Study of Deep Learning Models
	2024	M. A. Azeem and S. Dev	A Performance and Interpretability Assessment of Machine Learning Models for Rainfall Prediction in the Republic of Ireland Decision Analytics
	2024	M. Jain and P. Yadav and S. Dev	Holistic and Lightweight Approach for Solar Irradiance Forecasting IEEE Transactions on Geoscience and Remote Sensing
	2024	D. Saharia and Y. H. Lee and S. Dev	The Reliability of Satellite Precipitation Measurements in Singapore
	2024	M. Y. Hossain and I. R. Nijhum and M. M. H. Rakib and S. Dev	Can Deep Learning Outperform Traditional Methods in Upscaling IR Images for Solar Irradiance Estimation?
	2024	F. Ullah and J. He and N. Zhu and A. Wajahat and A. Nazir and S. Qureshi and M. S. Pathan and S. Dev	Blockchain-Enabled EHR Access Auditing: Enhancing Healthcare Data Security Heliyon
	2024	C. O’Sullivan and A. Kashyap and S. Coveney and X. Monteys and S. Dev	Enhancing Coastal Water Body Segmentation with Landsat Irish Coastal Segmentation (LICS) Dataset Remote Sensing Applications: Society and Environment
	2024	M. Imam and S. Adam and S. Dev and N Nesa	Air Quality Monitoring Using Statistical Learning Models for Sustainable Environment Intelligent Systems with Applications
	2024	P. Adong and A. Pakrashi and S. Dev	Using Random Forest to Estimate Low-Cost Sensor PM2.5 from MODIS MAIAC AOD in Kampala
	2024	W. Yao and S. Azadnejad and S. Donohue and S. Dev	A Study on Spatial Prediction Models and Influential Parameters of Deformation in Western Ireland
	2024	J. Yang and S. Dev and A. G. Campbell	RenderKernel: High-level programming for real-time rendering systems Visual Informatics
	2024	A. Wajahat and J. He and N. Zhu and T. Mahmood and A. Nazir and F. Ullah and S. Qureshi and S. Dev	Securing Android IoT devices with GuardDroid Transparent and Lightweight Malware Detection Ain Shams Engineering Journal
	2024	S. Smyth and A. Pakrashi and S. Dev	Exploring the Impact of SAR Images on Wave Height Prediction Models: A Study Using XAI
	2024	Y. Li and S. Dev	Short-Term Precipitation Forecasting Based on BU-LSTM Model in Dublin City, Ireland

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