Prof Soumyabrata Dev

Publications

• On the Impact of Temperature for Precipitation Analysis

  PUBLICATION:	FICTA 2023 - International Conference on Frontiers of Intelligent Computing: Theory and Applications
  AUTHOR(S):	Madara Premawardhana, Menatallah Abdel Azeem, Sandeep Singh Sengar & Soumyabrata Dev
  DATE:	21 November 2023
  TYPE:	Conf papers

• MFCSNet: A Musician-Follower Complex Social Network for measuring musical influence

  PUBLICATION:	Entertainment Computing
  AUTHOR(S):	Hewie Wang, Yijie Li, Kaiwen Gong, Muhammad Salman Pathan, Shijia Xi, Bolun Zhu, Ziyuan Wen, Soumyabrata Dev
  DATE:	27 September 2023
  TYPE:	Journal Articles

• Confronting challenges of non-formal education: A shift from book-based EFL to tailor-made, experimental syllabi

  PUBLICATION:	ICBDE '22 - 5th International Conference on Big Data and Education
  AUTHOR(S):	Alexia Larchen Costuchen, Soumyabrata Dev
  DATE:	26 February 2022
  TYPE:	Conf papers

• Which internal validation indices to use while clustering electric load demand profiles?

  PUBLICATION:	Sustainable Energy, Grids and Networks
  AUTHOR(S):	Mayank Jain, Mukta Jain, Tarek AlSkaif, Soumyabrata Dev
  DATE:	16 July 2022
  TYPE:	Journal Articles

• Image Deblurring Techniques for Ground-Based Sky Cameras

  PUBLICATION:	Remote Sensing Applications: Society and Environment
  AUTHOR(S):	Navya Jain, Mukta Jain, Soumyabrata Dev
  DATE:	31 July 2022
  TYPE:	Journal Articles

• A predictive analytics approach for stroke prediction using machine learning and neural networks

  PUBLICATION:	Healthcare Analytics
  AUTHOR(S):	Soumyabrata Dev, Hewei Wang, Chidozie Shamrock Nwosu, Nishtha Jain, Bharadwaj Veeravalli, John Deepu
  DATE:	15 February 2022
  TYPE:	Journal Articles

• Measurement of Industrial Smoke Plumes from Satellite Images

  PUBLICATION:	IGARSS 2023 - IEEE International Geoscience and Remote Sensing Symposium
  AUTHOR(S):	Jiantao Wu, Conor O'Sullivan, Fabrizio Orlandi, Declan O'Sullivan, Soumyabrata Dev
  DATE:	16 July 2023
  TYPE:	Conf papers

• Ontological Modeling of Climate Data to Improve Climate Analytics

  PUBLICATION:	IGARSS 2023 - IEEE International Geoscience and Remote Sensing Symposium
  AUTHOR(S):	Jiantao Wu, Fabrizio Orlandi, Declan O'Sullivan, Soumyabrata Dev
  DATE:	01 July 2023
  TYPE:	Conf papers

• Hilbert-Huang-Transform Based Features for Accent Classification of Non-Native English Speakers

  PUBLICATION:	ISSC 2023 - 34th Irish Signals and Systems Conference
  AUTHOR(S):	Dylan Walsh, Soumyabrata Dev, Avishek Nag
  DATE:	13 June 2023
  TYPE:	Conf papers

• A Data-Driven Analysis of Formula 1 Car Races Outcome

  PUBLICATION:	AICS 2022 - 30th Irish Conference on Artificial Intelligence and Cognitive Science
  AUTHOR(S):	Ankur Patil, Nishtha Jain, Rahul Agrahari, Murhaf Hossari, Fabrizio Orlandi & Soumyabrata Dev
  DATE:	23 February 2023
  TYPE:	Conf papers

• Significant CC400 functional brain parcellations based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder detection

  PUBLICATION:	RTIP2R 2022 - International Conference on Recent Trends in Image Processing and Pattern Recognition
  AUTHOR(S):	Alice Othmani, Thibaut Bizet, Tanguy Pellerin, Badr Hamdi, Marc-Antoine Bock, Soumyabrata Dev
  DATE:	11 January 2023
  TYPE:	Conf papers

• A semantic web approach to uplift decentralized household energy data

  PUBLICATION:	Sustainable Energy, Grids and Networks
  AUTHOR(S):	Jiantao Wu, Fabrizio Orlandi, Tarek AlSkaif, Declan O'Sullivan, Soumyabrata Dev
  DATE:	08 July 2022
  TYPE:	Journal Articles

• DMCNet: Diversified model combination network for understanding engagement from video screengrabs

  PUBLICATION:	Systems and Soft Computing
  AUTHOR(S):	Sarthak Batra, Hewei Wang, Avishek Nag, Philippe Brodeur, Marianne Checkley, Annette Klinkert, Soumyabrata Dev
  DATE:	08 March 2022
  TYPE:	Journal Articles

• Air quality in the New Delhi metropolis under COVID-19 lockdown

  PUBLICATION:	Systems and Soft Computing
  AUTHOR(S):	Dewansh Kaloni, Yee Hui Lee, Soumyabrata Dev
  DATE:	07 February 2022
  TYPE:	Journal Articles

• AMDCNet: An attentional multi-directional convolutional network for stereo matching

  PUBLICATION:	Displays
  AUTHOR(S):	Hewei Wang, Yiji Li, Shijia Xi, Shaofan Wang, Muhammad Salman Pathan, Soumyabrata Dev
  DATE:	06 June 2022
  TYPE:	Journal Articles

• Analyzing the impact of feature selection on the accuracy of heart disease prediction

  PUBLICATION:	Healthcare Analytics
  AUTHOR(S):	Muhammad Salman Pathan, Avishek Nag, Muhammad Mohisn Pathan, Soumyabrata Dev
  DATE:	06 May 2022
  TYPE:	Journal Articles

• ANNet: A Lightweight Neural Network for ECG Anomaly Detection in IoT Edge Sensors

  PUBLICATION:	IEEE Transactions on Biomedical Circuits and Systems
  AUTHOR(S):	Gawsalyan Sivapalan, Koushik Kumar Nundy, Soumyabrata Dev, Barry Cardiff, Deepu John
  DATE:	04 January 2022
  TYPE:	Journal Articles

• LinkClimate: An interoperable knowledge graph platform for climate data

  PUBLICATION:	Computers & Geosciences
  AUTHOR(S):	Jiantao Wu, Fabrizio Orlandi, Declan O'Sullivan, Soumyabrata Dev
  DATE:	01 December 2022
  TYPE:	Journal Articles

• Spatio-temporal analysis of air quality and its relationship with COVID-19 lockdown over Dublin

  PUBLICATION:	Remote Sensing Applications: Society and Environment
  AUTHOR(S):	Sushma Kumari, Avinash Chand Yadav, Manabendra Saharia, Soumyabrata Dev
  DATE:	01 November 2022
  TYPE:	Journal Articles

• Using U-Net Network for Efficient Brain Tumor Segmentation in MRI Images

  PUBLICATION:	Healthcare Analytics
  AUTHOR(S):	Jason Walsh, Alice Othmani, Mayank Jain, Soumyabrata Dev
  DATE:	01 November 2022
  TYPE:	Journal Articles

• LAMSkyCam: A Low-cost and Miniature Ground-based Sky Camera

  PUBLICATION:	HardwareX
  AUTHOR(S):	Mayank Jain, Vishal Singh Sengar, Isabella Gollini, Michela Bertolotto, Gavin McArdle, Soumyabrata Dev
  DATE:	01 October 2022
  TYPE:	Journal Articles

• Boosting Climate Analysis with Semantically Uplifted Knowledge Graphs

  PUBLICATION:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  AUTHOR(S):	Jiantao Wu, Fabrizio Orlandi, Declan O'Sullivan, Enrico Pisoni, Soumyabrata Dev
  DATE:	01 June 2022
  TYPE:	Journal Articles

• Automated Climate Analyses Using Knowledge Graph

  PUBLICATION:	2021 IEEE AP-S Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting
  AUTHOR(S):	Jiantao Wu, Huan Chen, Fabrizio Orlandi, Yee Hui Lee, Declan O'Sullivan, Soumyabrata Dev
  DATE:	04 December 2021
  TYPE:	Conf papers

• An Interoperable Open Data Portal for Climate Analysis

  PUBLICATION:	2021 IEEE AP-S Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting
  AUTHOR(S):	Jiantao Wu, Huan Chen, Fabrizio Orlandi, Yee Hui Lee, Declan O'Sullivan, Soumyabrata Dev
  DATE:	01 October 2021
  TYPE:	Conf papers

• Ontology Modeling for Decentralized Household Energy Systems

  PUBLICATION:	SEST 2021 - International Conference on Smart Energy Systems and Technologies
  AUTHOR(S):	Jiantao Wu, Fabrizio Orlandi, Tarek Alskaif, Declan O'Sullivan, Soumyabrata Dev
  DATE:	01 September 2021
  TYPE:	Conf papers

• An Ontology Model for Climatic Data Analysis

  PUBLICATION:	IGARSS 2021 - 41st International Geoscience and Remote Sensing Symposium
  AUTHOR(S):	Jiantao Wu, Fabrizio Orlandi, Declan O'Sullivan, Soumyabrata Dev
  DATE:	11 July 2021
  TYPE:	Conf papers

• Validating Clustering Frameworks for Electric Load Demand Profiles

  PUBLICATION:	IEEE Transactions on Industrial Informatics
  AUTHOR(S):	Mayank Jain, Tarek Alskaif, Soumyabrata Dev
  DATE:	23 February 2021
  TYPE:	Journal Articles

• Identifying Stroke Indicators Using Rough Sets

  PUBLICATION:	IEEE Access
  AUTHOR(S):	M. S. Pathan, J. Zhang, John Dingliana, A. Nag, Soumyabrata Dev
  DATE:	19 November 2020
  TYPE:	Journal Articles

• Network Anomaly Detection Using LSTM Based Autoencoder

  PUBLICATION:	Q2SWinet '20 - 16th ACM Symposium on QoS and Security for Wireless and Mobile Networks
  AUTHOR(S):	Mahmoud Said Elsayed, Nhien-An Le-Khac, Soumyabrata Dev, Anca Delia Jurcut
  DATE:	16 November 2020
  TYPE:	Conf papers

• A Clustering Framework for Residential Electric Demand Profiles

  PUBLICATION:	SEST 2020 - International Conference on Smart Energy Systems and Technologies
  AUTHOR(S):	Mayank Jain, Tarek AlSkaif, Soumyabrata Dev
  DATE:	22 September 2020
  TYPE:	Conf papers

• An Advert Creation System for 3D Product Placements

  PUBLICATION:	ECML-PKDD 2020 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
  AUTHOR(S):	Ivan Bacher, Hossein Javidnia, Soumyabrata Dev, Rahul Agrahari, Murhaf Hossari, Matthew Nicholson, Clare Conran, Jian Tang, Peng Song, David Corrigan, François Pitié
  DATE:	14 September 2020
  TYPE:	Conf papers

• Forecasting Precipitable Water Vapor Using LSTMs

  PUBLICATION:	USNC-URSI 2020 Radio Science Meeting (Joint with AP-S Symposium)
  AUTHOR(S):	Mayank Jain, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler, Soumyabrata Dev
  DATE:	10 July 2020
  TYPE:	Conf papers

• A systematic analysis of meteorological variables for PV output power estimation

  PUBLICATION:	Renewable Energy
  AUTHOR(S):	Tarek Al Skaifa, Soumyabrata Dev, Lennard Vissera, Murhaf Hossari, Wilfried van Sark
  DATE:	01 June 2020
  TYPE:	Journal Articles

• DeepReal - A Deep Learning Based 3D Advert Integration System

  PUBLICATION:	NEM Summit 2020 - B’Smart - European Media Science and Technology Meets Arts, 2020.
  AUTHOR(S):	Ivan Bacher, Hossein Javidnia, Soumyabrata Dev, Rahul Agrahari, Murhaf Hossari, Matthew Nicholson, Clare Conran, David Corrigan, Francois Pitié
  DATE:	18 May 2020
  TYPE:	Conf papers

• Predicting Solar Irradiance in Tropical Region of Singapore

  PUBLICATION:	PIERS 2019 - Progress In Electromagnetics Research Symposium
  AUTHOR(S):	T. A. Fathima, Vasudevan Nedumpozhimana, Yee Hui Lee, Stefan Winkler, Soumyabrata Dev
  DATE:	20 December 2019
  TYPE:	Conf papers

• A Chaotic Approach on Solar Irradiance Forecasting

  PUBLICATION:	PIERS 2019 - Progress In Electromagnetics Research Symposium
  AUTHOR(S):	T. A. Fathima, Vasudevan Nedumpozhimana, Yee Hui Lee, Stefan Winkler, Soumyabrata Dev
  DATE:	20 December 2019
  TYPE:	Conf papers

• Multi-label Cloud Segmentation Using a Deep Network

  PUBLICATION:	USNC-URSI 2019 Radio Science Meeting (Joint with AP-S Symposium)
  AUTHOR(S):	Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler
  DATE:	10 October 2019
  TYPE:	Conf papers

• Identifying Candidate Spaces for Advert Implantation

  PUBLICATION:	ICCSNT 2019 - IEEE 7th International Conference on Computer Science and Network Technology
  AUTHOR(S):	Soumyabrata Dev, Hossein Javidnia, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié
  DATE:	08 October 2019
  TYPE:	Conf papers

• Interlinking Heterogeneous Data for Smart Energy Systems

  PUBLICATION:	SEST 2019 - International Conference on Smart Energy Systems and Technologies
  AUTHOR(S):	Fabrizio Orlandi, Alan Meehan, Murhaf Hossari, Soumyabrata Dev, Declan O’Sullivan, Tarek Alskaif
  DATE:	10 September 2019
  TYPE:	Conf papers

• Localizing Adverts in Outdoor Scenes

  PUBLICATION:	ICMEW 2019 - IEEE International Conference on Multimedia & Expo Workshops
  AUTHOR(S):	Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié
  DATE:	15 August 2019
  TYPE:	Conf papers

• A Data-Driven Approach for Accurate Rainfall Prediction

  PUBLICATION:	IEEE Transactions on Geoscience and Remote Sensing
  AUTHOR(S):	Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng, Stefan Winkler
  DATE:	06 August 2019
  TYPE:	Journal Articles

• The ALOS Dataset for Advert Localization in Outdoor Scenes

  PUBLICATION:	QoMEX 2019 - 11th International Conference on Quality of Multimedia Experience
  AUTHOR(S):	Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal Clare Conran, Jian Tang, Wei Xu, François Pitié
  DATE:	05 June 2019
  TYPE:	Conf papers

• CloudSegNet: A Deep Network for Nychthemeron Cloud Segmentation

  PUBLICATION:	IEEE Geoscience and Remote Sensing Letters
  AUTHOR(S):	Soumyabrata Dev, Atul Nautiyal, Yee Hui Lee, Stefan Winkler
  DATE:	31 May 2019
  TYPE:	Journal Articles

• The CASE dataset of candidate spaces for advert implantation

  PUBLICATION:	MVA 2019 - International Conference on Machine Vision Applications
  AUTHOR(S):	Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié
  DATE:	21 March 2019
  TYPE:	Conf papers

• TEST: A Terminology Extraction System for Technology Related Terms

  PUBLICATION:	ICCAE 2019 - 11th International Conference on Computer and Automation Engineering
  AUTHOR(S):	Murhaf Hossari, Soumyabrata Dev, John Kelleher
  DATE:	23 February 2019
  TYPE:	Conf papers

• ADNet: A Deep Network for Detecting Adverts

  PUBLICATION:	AICS 2018 - 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science
  AUTHOR(S):	Murhaf Hossari, Soumyabrata Dev, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié
  DATE:	06 December 2018
  TYPE:	Conf papers

• An Advert Creation System for Next-Gen Publicity

  PUBLICATION:	ECML-PKDD 2018 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
  AUTHOR(S):	Atul Nautiyal, Killian McCabe, Murhaf Hossari, Soumyabrata Dev, Matthew Nicholson, Clare Conran, Declan McKibben, Jian Tang, Wei Xu, François Pitié
  DATE:	10 September 2018
  TYPE:	Conf papers

• Systematic Study of Weather Variables for Rainfall Detection

  PUBLICATION:	IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium
  AUTHOR(S):	Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Stefan Winkler, Yu Song Meng
  DATE:	24 July 2018
  TYPE:	Conf papers