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Publications

Please find below a list of all publications from the School of Computer Science

Year Author Publication Type Title Citation
2024 Dr.Enda Barrett Peer Reviewed Journal A stochastic method for behind-the-meter PV-battery energy storage systems sizing with degradation minimization by limiting battery cycling Rezaeimozafar, Mostafa and Barrett, Enda and Monaghan, Rory FD and Duffy, Maeve (2024) 'A stochastic method for behind-the-meter PV-battery energy storage systems sizing with degradation minimization by limiting battery cycling'. Journal of Energy Storage, 86 .
2024 Dr.Enda Barrett Peer Reviewed Journal Optimal sizing of behind-the-meter battery energy storage systems under optimal battery operation: A case study in Ireland Rezaeimozafar, Mostafa and Barrett, Enda and Monaghan, Rory FD and Duffy, Maeve (2024) 'Optimal sizing of behind-the-meter battery energy storage systems under optimal battery operation: A case study in Ireland'. Journal of Energy Storage, 87 .
2024 Dr.Enda Barrett Peer Reviewed Journal DoWNet—classification of Denial-of-Wallet attacks on serverless application traffic Kelly, Daniel and Glavin, Frank G and Barrett, Enda (2024) 'DoWNet—classification of Denial-of-Wallet attacks on serverless application traffic'. Journal of Cybersecurity, 10 (1).
2024 Dr.Enda Barrett Peer Reviewed Journal Reinforcement Learning Enabled Peer-to-Peer Energy Trading for Dairy Farms Shah, Mian Ibad Ali and Barrett, Enda and Mason, Karl (2024) 'Reinforcement Learning Enabled Peer-to-Peer Energy Trading for Dairy Farms'. arXiv preprint arXiv:2405.12716, .
2024 Dr.Enda Barrett Peer Reviewed Journal Multi-agent systems in Peer-to-Peer energy trading: A comprehensive survey Shah, Mian Ibad Ali and Wahid, Abdul and Barrett, Enda and Mason, Karl (2024) 'Multi-agent systems in Peer-to-Peer energy trading: A comprehensive survey'. Engineering Applications of Artificial Intelligence, 132 .
2024 Dr.Enda Barrett Peer Reviewed Journal A hybrid heuristic-reinforcement learning-based real-time control model for residential behind-the-meter PV-battery systems Rezaeimozafar, Mostafa and Duffy, Maeve and Monaghan, Rory FD and Barrett, Enda (2024) 'A hybrid heuristic-reinforcement learning-based real-time control model for residential behind-the-meter PV-battery systems'. Applied Energy, 355 .
2024 Dr.Enda Barrett Peer Reviewed Journal Enhancing HVAC control systems through transfer learning with deep reinforcement learning agents Kadamala, Kevlyn and Chambers, Des and Barrett, Enda (2024) 'Enhancing HVAC control systems through transfer learning with deep reinforcement learning agents'. Smart Energy, 13 .
2024 Dr.Enda Barrett Peer Reviewed Journal Peer-to-peer energy trading in dairy farms using multi-agent systems Shah, Mian Ibad Ali and Wahid, Abdul and Barrett, Enda and Mason, Karl (2024) 'Peer-to-peer energy trading in dairy farms using multi-agent systems'. Computers and Electrical Engineering, 118 .
2024 Dr.Enda Barrett Peer Reviewed Journal Residential PV-battery scheduling with stochastic optimization and neural network-driven scenario generation Rezaeimozafar, Mostafa and Duffy, Maeve and Monaghan, Rory FD and Barrett, Enda (2024) 'Residential PV-battery scheduling with stochastic optimization and neural network-driven scenario generation'. Energy Reports, 12 :418-429.
2024 Dr.Enda Barrett Conference Publication Joint European Conference on Machine Learning and Knowledge Discovery in Databases Kadamala, Kevlyn and Chambers, Des and Barrett, Enda (2024) Enhancing HVAC Control Efficiency: A Hybrid Approach Using Imitation and Reinforcement Learning Joint European Conference on Machine Learning and Knowledge Discovery in Databases
2023 Prof.Michael Madden Conference Publication 38th International Conference on Image and Vision Computing Muhammad Adeel Hafeez, Sajid Javed, Michael G. Madden, Ihsan Ullah (2023) Unsupervised End-to-End Transformer based approach for Video Anomaly Detection 38th International Conference on Image and Vision Computing
2023 Prof.Peter Paul Buitelaar Conference Publication In Proceedings of the 19th Machine Translation Summit Conference (MTSummit 2023) Hatami, A; Buitelaar, P; Arcan, M (2023) A Filtering Approach to Object Region Recognition in Multimodal Machine Translation In Proceedings of the 19th Machine Translation Summit Conference (MTSummit 2023) Macau, China, 04/09/2023- 08/09/2023
2023 Prof.Michael Madden Peer Reviewed Journal Assessing the Usefulness of a Large Language Model to Query and Summarize Unstructured Medical Notes in Intensive Care Michael G. Madden, Bairbre A. McNicholas, John G. Laffey (2023) 'Assessing the Usefulness of a Large Language Model to Query and Summarize Unstructured Medical Notes in Intensive Care'. Intensive Care Medicine, .
2023 Prof.Peter Paul Buitelaar Peer Reviewed Journal Intent Classification by the Use of Automatically Generated Knowledge Graphs Arcan, M; Manjunath, S; Robin, C; Verma, G; Pillai, D; Sarkar, S; Dutta, S; Assem, H; McCrae, JP; Buitelaar, P (2023) 'Intent Classification by the Use of Automatically Generated Knowledge Graphs'. MDPI Information, Special Issue Knowledge Graph Technology and its Applications II (14(5)).
2023 Dr.Enda Barrett Peer Reviewed Journal DoWTS--Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence Kelly, Daniel and Glavin, Frank G and Barrett, Enda (2023) 'DoWTS--Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence'. Journal of Intelligent Information Systems, 60 (2):325-348.
2023 Dr.Enda Barrett Conference Publication European Conference on Artificial Intelligence Shah, Mian Ibad Ali and Wahid, Abdul and Barrett, Enda and Mason, Karl (2023) A Multi-agent Systems Approach for Peer-to-Peer Energy Trading in Dairy Farming European Conference on Artificial Intelligence
2023 Dr.Enda Barrett Conference Publication 2023 34th Irish Signals and Systems Conference (ISSC) Duignan, Michael and Schukat, Michael and Barrett, Enda (2023) Detecting Ransomware Encryption with File Signatures and Machine Learning Models 2023 34th Irish Signals and Systems Conference (ISSC)
2023 Dr..Michael Schukat Conference Publication In Proceedings of the Deep Learning for Sustainable Precision Agriculture Workshop (DLSPA) at ECML PKDD 2023 Faiud, I., Schukat, M. and Mason, K. (2023) Modelling Solar PV Adoption in Irish Dairy Farms using Agent-Based Modelling In Proceedings of the Deep Learning for Sustainable Precision Agriculture Workshop (DLSPA) at ECML PKDD 2023
2023 Prof.Michael Madden Peer Reviewed Journal Compression scenarios for Federated Learning in Smart Manufacturing S. Nasri, I. Ullah, M.G. Madden (2023) 'Compression scenarios for Federated Learning in Smart Manufacturing'. Procedia Computer Science, .
2023 Prof.Peter Paul Buitelaar Peer Reviewed Journal TrollsWithOpinion: A taxonomy and dataset for predicting domain-specific opinion manipulation in troll memes Shardul Suryawanshi, Bharathi Raja Chakravarthi, Mihael Arcan, Paul Buitelaar (2023) 'TrollsWithOpinion: A taxonomy and dataset for predicting domain-specific opinion manipulation in troll memes'. Multimedia Tools And Applications (Mtap), 82 (6):9137-9171.
2023 Prof.Michael Madden Peer Reviewed Journal Development and Assessment of the Performance of a Shared Ventilatory System that Uses Clinically Available Components to Individualize Tidal Volumes David M. Hannon, Tim Jones, Jack Connolly, Conor Judge, Talha Iqbal, Atif Shahzad, Michael G. Madden, Frank Kirrane, Peter Conneely, Brian H. Harte, Martin O¿Halloran, John G. Laffey (2023) 'Development and Assessment of the Performance of a Shared Ventilatory System that Uses Clinically Available Components to Individualize Tidal Volumes'. BMC Anesthesiology, .
2023 Prof.Michael Madden Conference Publication Irish Machine Vision and Image Processing Conference Haozhe Ma & Michael G. Madden (2023) Automatic Archery Scoring System Using Deep learning and Image Processing Irish Machine Vision and Image Processing Conference
2023 Prof.David O'Sullivan Book Chapter Governance Evolution in University-Industry Collaborative R&D Programs Fernandes, G., O'Sullivan, D. (2023) 'Governance Evolution in University-Industry Collaborative R&D Programs' In: Research Handbook for the Governance of Projects. Cheltenham, United Kingdom : Edward Elgar Publishing.
2023 Prof.David O'Sullivan Peer Reviewed Journal Project Management Practices in Major University-Industry R&D Collaborations – A Case Study Fernandes, G., O'Sullivan, D. (2023) 'Project Management Practices in Major University-Industry R&D Collaborations – A Case Study'. Journal Of Technology Transfer, 48 (1):361-391.
2023 Prof.Michael Madden Peer Reviewed Journal Hybrid synthetic data generation pipeline that outperforms real data S.A. Natarajan & M.G. Madden (2023) 'Hybrid synthetic data generation pipeline that outperforms real data'. SPIE Journal of Electronic Imaging, 32 (2).
2022 Dr.Josephine Griffith Conference Publication Artificial Intelligence and Cognitive Science The 30th Irish Conference Hazman, M; McKeever, S; Griffith, J (2022) Meme Sentiment Analysis Enhanced with Multimodal Spatial Encoding and Facial Embedding . In: Longo, L; O'Reilly, R eds. Artificial Intelligence and Cognitive Science The 30th Irish Conference Cork, Ireland,
2022 Dr..Sam Redfern Conference Publication International Dementia Conference, Dublin, Ireland, November 15. Flynn, A., Reilly, G., Barry, M., Brennan, A., Redfern, S., Casey, D. (2022) Keeping older adults living with dementia socially connected: How can VR help? International Dementia Conference, Dublin, Ireland, November 15
2022 Dr..Attracta Brennan Peer Reviewed Journal Introducing and Familiarising Older Adults Living with Dementia and Their Caregivers to Virtual Reality Flynn A, Barry M, Qi Koh W, Reilly G, Brennan A, Redfern S, Casey D. (2022) 'Introducing and Familiarising Older Adults Living with Dementia and Their Caregivers to Virtual Reality'. International Journal of Environmental Research and Public Health, 19 (23).
2022 Prof.Peter Paul Buitelaar Conference Publication Workshop on Natural Language Processing for Digital Humanities Arcan, M; O'Halloran, R; Robin, R; Buitelaar, P (2022) Towards Bootstrapping a Chatbot on Industrial Heritage through Term and Relation Extraction Workshop on Natural Language Processing for Digital Humanities
2022 Dr..Sam Redfern Peer Reviewed Journal Introducing and Familiarising Older Adults Living with Dementia and Their Caregivers to Virtual Reality Flynn A, Barry M, Qi Koh W, Reilly G, Brennan A, Redfern S, Casey D. (2022) 'Introducing and Familiarising Older Adults Living with Dementia and Their Caregivers to Virtual Reality'. International Journal of Environmental Research and Public Health, 19 (23).
2022 Dr..Attracta Brennan Conference Publication International Dementia Conference, Dublin, Ireland, November 15. Flynn, A., Reilly, G., Barry, M., Brennan, A., Redfern, S., Casey, D. (2022) Keeping older adults living with dementia socially connected: How can VR help? International Dementia Conference, Dublin, Ireland, November 15
2022 Dr..Attracta Brennan Peer Reviewed Journal Portfolio Management: The Holistic Data Lifecycle McAvoy, J., Murphy, C., Mushtaq, L., O'Donnell, J., Brennan, A., Dempsey, M., Kiely, G. (2022) 'Portfolio Management: The Holistic Data Lifecycle'. Drake Management Review, 12 (1/2):49-69.
2022 Prof.Peter Paul Buitelaar Conference Publication NAACL Student Research Workshop (SRW) Hatami, A; Buitelaar, P; Arcan, M (2022) Analysing the Correlation between Lexical Ambiguity and Translation Quality in a Multimodal Setting using WordNet NAACL Student Research Workshop (SRW)
2022 Dr..Attracta Brennan Peer Reviewed Journal A review of the most significant challenges impacting conventional Project Management success Dempsey, M., Brennan, A., Holzberger, A., McAvoy, J. (2022) 'A review of the most significant challenges impacting conventional Project Management success'. IEEE Engineering Management Review, 50 (3):193-199.
2022 Dr..Attracta Brennan Peer Reviewed Journal Cosmic Sounds: A game to support Phonological Awareness skills for children with Dyslexia Attracta Brennan; Tara McDonagh; Mary Dempsey; John Mcavoy (2022) 'Cosmic Sounds: A game to support Phonological Awareness skills for children with Dyslexia'. IEEE Transactions on Learning Technologies, .
2022 Prof.Michael Madden Peer Reviewed Journal A Heuristic Charging Cost Optimization Algorithm for Residential Charging of Electric Vehicles Hussain, Shahid and Thakur, Subhasis and Shukla, Saurabh and Breslin, John G and Jan, Qasim and Khan, Faisal and Ahmad, Ibrar and Marzband, Mousa and Madden, Michael G (2022) 'A Heuristic Charging Cost Optimization Algorithm for Residential Charging of Electric Vehicles'. Energies, .
2022 Prof.Peter Paul Buitelaar Conference Publication Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion, LT-EDI 2022, Dublin, Ireland, May 27, 2022 Bharathi Raja Chakravarthi and Ruba Priyadharshini and Thenmozhi Durairaj and John P. McCrae and Paul Buitelaar and Prasanna Kumar Kumaresan and Rahul Ponnusamy (2022) Overview of The Shared Task on Homophobia and Transphobia Detection in Social Media Comments . In: Bharathi Raja Chakravarthi and B. Bharathi and John P. McCrae and Manel Zarrouk and Kalika Bali and Paul Buitelaar eds. Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion, LT-EDI 2022, Dublin, Ireland, May 27, 2022
2022 Dr..James Duggan Peer Reviewed Journal An Empirical Study of the Impact of Systems Thinking and Simulation on Sustainability Education Green, C; Molloy, O; Duggan, J (2022) 'An Empirical Study of the Impact of Systems Thinking and Simulation on Sustainability Education'. Sustainability, 14 (394):1-30.
2022 Dr..Attracta Brennan Conference Publication European Conference on Games Based Learning Andre Almo, Mariana Rocha, Attracta Brennan, Pierpaolo Dondio (2022) Seven Spells and peer tutoring: a collaborative mathematics game experience European Conference on Games Based Learning
2022 Dr..Attracta Brennan Conference Publication International Conference on Education Nafea Alanazi, Finlay Smith, Attracta Brennan (2022) An integrated Fuzzy Logic and K-Means Clustering Adaptive Learning System International Conference on Education
2022 Dr..Attracta Brennan Conference Contribution Alzheimer Europe Conference 2022. Flynn, A., Reilly, G., Barry, M., Brennan, A., Redfern, S., Casey, D. (2022) Staying socially connected through the design of a bespoke virtual environment for older adults living with dementia [Poster Presentation] Alzheimer Europe Conference 2022 Bucharest, Romania, 17/10/2022-19/10/2022.
2022 Dr..Attracta Brennan Conference Contribution Alzheimer's Association International Conference 2022 Flynn, A., Reilly, Houghton, C., Barry, M., Brennan, A., Redfern, S., Casey, D. (2022) (2022) Co-Designing a VR Social Connecting Space for Older Adults Living with Dementia [Poster Presentation] Alzheimer's Association International Conference 2022 San Diego, United States, 21/07/2022-04/08/2022.
2022 Dr..Attracta Brennan Peer Reviewed Journal Key Stakeholders¿ Experiences and Perceptions of Virtual Reality for Older Adults Living With Dementia: Systematic Review and Thematic Synthesis Flynn A, Healy D, Barry M, Brennan A, Redfern S, Houghton C, Casey D (2022) 'Key Stakeholders¿ Experiences and Perceptions of Virtual Reality for Older Adults Living With Dementia: Systematic Review and Thematic Synthesis'. Jmir Serious Games, 10 ((4)).
2022 Dr..Attracta Brennan Peer Reviewed Journal Key Stakeholders’ Experiences and Perceptions of Virtual Reality for Older Adults Living With Dementia: Systematic Review and Thematic Synthesis Flynn, A.,Healy, D.,Barry, M.,Brennan, A.,Redfern, S.,Houghton, C.,Casey, D. (2022) 'Key Stakeholders’ Experiences and Perceptions of Virtual Reality for Older Adults Living With Dementia: Systematic Review and Thematic Synthesis'. JMIR Serious Games, 10 (4).
2022 Dr..Attracta Brennan Peer Reviewed Journal Reducing pharmacy medication errors using Lean Six Sigma: A Thai hospital case study Y Trakulsunti, J Antony, R Edgeman, B Cudney, M Dempsey, A Brennan (2022) 'Reducing pharmacy medication errors using Lean Six Sigma: A Thai hospital case study'. Total Quality Management & Business Excellence, .
2022 Dr..Attracta Brennan Peer Reviewed Journal DXA FRAX® May Differ Significantly and Substantially To Web FRAX Lan Yang, John J.Carey, Rebecca M.Egan, M.Heaney, Catherine Armstrong, Kelly Gorham, Attracta Brennan, Mary Dempsey and Ruisong J.Han (2022) 'DXA FRAX® May Differ Significantly and Substantially To Web FRAX'. Journal Of Clinical Densitometry, .
2022 Dr..Attracta Brennan Peer Reviewed Journal Conceptual design of the dual X-ray absorptiometry health informatics prediction system for osteoporosis care Erjiang E , JJ Carey, T Wang, L Yang, WP Chan, B Whelan, B Rooney, G O'Malley, A Brennan, M Yu, M Dempsey (2022) 'Conceptual design of the dual X-ray absorptiometry health informatics prediction system for osteoporosis care'. Health Informatics Journal, .
2022 Dr..Attracta Brennan Peer Reviewed Journal Investor decision making: an investigation of the modality effect McAvoy, J., Creed, A., Cotter, A., Merriman, L., O¿Reilly, P., Dempsey, M., & Brennan, A. (2022) 'Investor decision making: an investigation of the modality effect'. Journal Of Decision Systems, :1-22.
2022 Dr..Attracta Brennan Peer Reviewed Journal A review of the most significant challenges impacting conventional Project Management success Dempsey, Mary; Brennan, Attracta; Holzberger, Astrid; McAvoy, John (2022) 'A review of the most significant challenges impacting conventional Project Management success'. IEEE Engineering Management Review, .
2022 Dr..Attracta Brennan Other Journal ALS (Adaptive Learning System) using Fuzzy Logic and K-means Nafea Alanazi, Finlay Smith, Attracta Brennan (2022) 'ALS (Adaptive Learning System) using Fuzzy Logic and K-means' International Journal for Digital Society, .
2022 Dr..Sam Redfern Book Chapter Multiplayer Game-Based Language Learning. Redfern, S., & McCurry, R. (2022) 'Multiplayer Game-Based Language Learning' In: Handbook of Research on Promoting Economic and Social Development Through Serious Games. USA : IGI Global.
2022 Dr..Sam Redfern Conference Contribution Alzheimer Europe Conference 2022. Flynn, A., Reilly, G., Barry, M., Brennan, A., Redfern, S., Casey, D. (2022) Staying socially connected through the design of a bespoke virtual environment for older adults living with dementia [Poster Presentation] Alzheimer Europe Conference 2022 Bucharest, Romania, 17/10/2022-19/10/2022.
2022 Dr..Sam Redfern Conference Contribution Alzheimer's Association International Conference 2022 Flynn, A., Reilly, Houghton, C., Barry, M., Brennan, A., Redfern, S., Casey, D. (2022) (2022) Co-Designing a VR Social Connecting Space for Older Adults Living with Dementia [Poster Presentation] Alzheimer's Association International Conference 2022 San Diego, United States, 21/07/2022-04/08/2022.
2022 Dr..Sam Redfern Peer Reviewed Journal Key Stakeholders¿ Experiences and Perceptions of Virtual Reality for Older Adults Living With Dementia: Systematic Review and Thematic Synthesis Flynn A, Healy D, Barry M, Brennan A, Redfern S, Houghton C, Casey D (2022) 'Key Stakeholders¿ Experiences and Perceptions of Virtual Reality for Older Adults Living With Dementia: Systematic Review and Thematic Synthesis'. Jmir Serious Games, 10 ((4)).
2022 Prof.David O'Sullivan Peer Reviewed Journal Exploring innovation practices and capabilities: Does the ‘how’ differ across the R&D intensity spectrum? Dooley, L., O'Sullivan, D.; Barrett, G. (2022) 'Exploring innovation practices and capabilities: Does the ‘how’ differ across the R&D intensity spectrum?'. International Journal Of Innovation Management, 26 (8).
2022 Prof.David O'Sullivan Peer Reviewed Journal Addressing the Challenges to Successfully Manage University-Industry R&D Collaborations Fernandes, G., O'Sullivan, D. (2022) 'Addressing the Challenges to Successfully Manage University-Industry R&D Collaborations'. Procedia Computer Science, 196 :724-731.
2022 Dr.Owen Molloy Peer Reviewed Journal An Empirical Study of the Impact of Systems Thinking and Simulation on Sustainability Education Green, C; Molloy, O; Duggan, J (2022) 'An Empirical Study of the Impact of Systems Thinking and Simulation on Sustainability Education'. Sustainability, 14 (394):1-30.
2022 Dr.Enda Barrett Peer Reviewed Journal A review of behind-the-meter energy storage systems in smart grids Rezaeimozafar, Mostafa and Monaghan, Rory FD and Barrett, Enda and Duffy, Maeve (2022) 'A review of behind-the-meter energy storage systems in smart grids'. Renewable and Sustainable Energy Reviews, 164 .
2022 Dr.Enda Barrett Peer Reviewed Journal Applying reinforcement learning towards automating energy efficient virtual machine consolidation in cloud data centers Shaw, Rachael and Howley, Enda and Barrett, Enda (2022) 'Applying reinforcement learning towards automating energy efficient virtual machine consolidation in cloud data centers'. Information Systems, 107 .
2021 Dr..Attracta Brennan Peer Reviewed Journal How does proximal femur BMD of healthy Irish adults compare to NHANES III? Results of the DXA-HIP Project Wang, T., Yang, L., Dempsey, M., Brennan, A., Yu, M., Chan, W.P., Whelan, B., Silke, C., O¿Sullivan, M., Rooney, B. and McPartland, A. (2021) 'How does proximal femur BMD of healthy Irish adults compare to NHANES III? Results of the DXA-HIP Project'. Archives Of Osteoporosis, 16 (1):1-10.