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Publications

	Year	Authors	Title
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	2021	Jiantao Wu, Fabrizio Orlandi, Declan O'Sullivan, Soumyabrata Dev	An Ontology Model for Climatic Data Analysis 41st IEEE Geoscience and Remote Sensing Symposium (IGARSS), pp 5739-5742. DOI: http://doi.org/10.1109/IGARSS47720.2021.9553547
	2021	Jiantao Wu, Huan Chen, Fabrizio Orlandi, Yee Hui Lee, Declan O'Sullivan, Soumyabrata Dev	An Interoperable Open Data Portal for Climate Analysis IEEE AP-S Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, pp110-111
	2021	Jiantao Wu, Huan Chen, Fabrizio Orlandi, Yee Hui Lee, Declan O'Sullivan, Soumyabrata Dev	Automated Climate Analyses Using Knowledge Graph IEEE AP-S Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, pp106-107. DOI: http://doi.org/10.23919/USNC-URSI51813.2021.9703620
	2023	Jiantao Wu, Jarret Pierse, Fabrazio Orlandi, Declan O'Sullivan. Soumyabrata Dev	Improving Tourism Analytics From Climate Data Using Knowledge Graphs IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 16, pp2402 - 2412. DOI: http://dx.doi.org/10.1109/JSTARS.2023.3239831
	2021	Jiantao Wu, Fabrizio Orlandi, Tarek Alskaif, Declan O'Sullivan, Soumyabrata Dev	Ontology Modeling for Decentralized Household Energy Systems 2021 International Conference on Smart Energy Systems and Technologies (SEST). DOI: http://dx.doi.org/10.1109/SEST50973.2021.9543327
	2020	Bacher, Ivan and Javidnia, Hossein and Dev, Soumyabrata and Agrahari, Rahul and Hossari, Murhaf and Nicholson, Matthew and Conran, Clare and Corrigan, David and Pitie, Francois	DeepReal - A Deep Learning Based 3D Advert Integration System Proc. NEM Summit
	2019	Hossari, M. and Dev, S. and Kelleher, J.D.	TEST: A terminology extraction system for technology related terms ACM International Conference Proceeding Series, pp78-81. DOI: http://dx.doi.org/10.1145/3313991.3314006
	2021	X. Pan and X. Xu and S. Dev and A. Campbell	3D Displays: Their Evolution, Inherent Challenges & Future Perspectives
	2019	T. A. Fathima and V. Nedumpozhimana and Y. H. Lee and S. Winkler and S. Dev	A Chaotic Approach on Solar Irradiance Forecasting
	2020	M. Jain and T. Alskaif and S. Dev	A Clustering Framework for Residential Electric Demand Profiles
	2019	S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng and S. Winkler	A Data-Driven Approach for Accurate Rainfall Prediction IEEE Transactions on Geoscience and Remote Sensing
	2018	S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng and S. Winkler	A Data-driven Approach to Detect Precipitation from Meteorological Sensor Data
	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	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
	2018	S. Manandhar and Y. H. Lee and Y. S. Meng and F. Yuan and S. Dev	A Potential Low Cost Remote Sensing Using GPS Derived PWV
	2022	S. Dev and H. Wang and C. S. Nwosu and N. Jain and B. Veeravalli and D. John	A predictive analytics approach for stroke prediction using machine learning and neural networks Healthcare Analytics
	2022	Jiantao Wu, Fabrizio Orlandi, Tarek AlSkaif, Declan O'Sullivan, Soumyabrata Dev	A semantic web approach to uplift decentralized household energy data Sustainable Energy, Grids and Networks, 32(100891), pp1-25. DOI: https://doi.org/10.1016/j.segan.2022.100891
	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
	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
	2020	T. AlSkaif and S. Dev and L. Visser and M. Hossari and W. van Sark	A systematic analysis of meteorological variables for PV output power estimation Renewable Energy
	2025	R. Das and S. Dhang and M. Zhang and S. Dev	AdMoteNet: Adaptive Network for Emotion Understanding in Visual Content
	2018	Soumyabrata Dev, Matthew Nicholson, Murhaf Hossari, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié	ADNet: A Deep Network for Detecting Adverts 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science
	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
	2023	Q. Paletta and G. Terrén-Serrano and Y. Nie and B. Li and J. Bieker and W. Zhang and L. Dubus and S. Dev and C. Feng	Advances in Solar Forecasting: Computer Vision with Deep Learning Advances in Applied Energy
	2024	S. Habib and M. Ahmad and Y. U. Haq and R. Sana and A. Muneer and M. Waseem and M. S. Pathan and S. Dev	Advancing Taxonomic Classification through Deep Learning: A Robust Artificial Intelligence Framework for Species Identification Using Natural Images IEEE Access
	2022	D. Kaloni and Y. H. Lee and S. Dev	Air quality in the New Delhi metropolis under COVID-19 lockdown Systems and Soft Computing
	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
	2026	P. Dey and D. Ayala-Cabrera and S. Dev and B. Schoen-Phelan	AirGRU: A Physics-Informed Model for PM2.5 Prediction
	2022	H. Wang and Y. Li and S. Xi and S. Wang and M. S. Pathan and S. Dev	AMDCNet: An Attentional Multi-Directional Convolutional Network for Stereo Matching Displays
	2020	I. Bacher and H. Javidnia and S. Dev and R. Agrahari and M. Hossari and M. Nicholson and C. Conran and J. Tang and P. Song and D. Corrigan and F. Pitié	An Advert Creation System for 3D Product Placements
	2018	Atul Nautiyal, Killian McCabe, Murhaf Hossari, Soumyabrata Dev, Matthew Nicholson, Clare Conran, Declan McKibben, Jian Tang, Xu Wei, François Pitié	An Advert Creation System for Next-Gen Publicity European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)
	2021	M. Jain and I. Gollini and M. Bertolotto and G. McArdle and S. Dev	An Extremely-Low Cost Ground-Based Whole Sky Imager
	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
	2021	P. Berjon and A. Nag and S. Dev	Analysis of French phonetic idiosyncrasies for accent recognition Soft Computing Letters
	2017	S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng	Analyzing Cloud Optical Properties Using Sky Cameras
	2018	S. Manandhar and S. Dev and Y. H. Lee and Y. S. Meng	Analyzing Solar Irradiance Variation From GPS and Cameras
	2022	M. S. Pathan and A. Nag and M. M. Pathan and S. Dev	Analyzing the impact of feature selection on the accuracy of heart disease prediction Healthcare Analytics
	2021	M. S. Pathan and J. Wu and Y. H. Lee and J. Yan and S. Dev	Analyzing the Impact of Meteorological Parameters on Rainfall Prediction
	2022	G. Sivapalan and K. Nundy and S. Dev and B. Cardiff and D. John	ANNet: A Lightweight Neural Network for ECG Anomaly Detection in IoT Edge Sensors IEEE Transactions on Biomedical Circuits and Systems
	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
	2023	Y. Zhang and A. Pakrashi and S. Dev	Assessing Interconnected Factors in CO2 Emissions: A Case Study of India Using Principal Component Analysis
	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	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
	2022	Jiantao Wu, Fabrizio Orlandi, Declan O'Sullivan, Enrico Pisoni, Soumyabrata Dev	Boosting Climate Analysis with Semantically Uplifted Knowledge Graphs IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 15, pp4708-4718. DOI: http://doi.org/10.1109/JSTARS.2022.3177463
	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
	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?
	2015	S. Dev and Y. H. Lee and S. Winkler	Categorization of cloud image patches using an improved texton-based approach
	2015	F. M. Savoy and J. C. Lemaitre and S. Dev and Y. H. Lee and S. Winkler	Cloud base height estimation using high-resolution whole sky imagers
	2017	S. Dev and S. Manandhar and F. Yuan and Y. H. Lee and S. Winkler	Cloud Radiative Effect Study Using Sky Camera
	2019	S. Dev and A. Nautiyal and Y. H. Lee and S. Winkler	CloudSegNet: A Deep Network for Nychthemeron Cloud Segmentation IEEE Geoscience and Remote Sensing Letters

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