Publications

Riba M, Sala C, Culhane A, Et A.  2024.  The 1+Million Genomes Minimal Dataset for Cancer. Nature.

Hojaji F, Toth AJ, Joyce JM, Campbell MJ.  2024.  An AI Approach for Analyzing Driving Behaviour in Simulated Racing Using Telemetry Data. Games and Learning Alliance.

Hojaji F, Toth AJ, Joyce JM, Campbell MJ.  2024.  AI-enabled prediction of sim racing performance using telemetry data. Computers in Human Behavior Reports. 14:100414.

Bhutani V, Toosi FGhassemi, Buckley J.  2024.  Analysing the Analysers: An Investigation of Source Code Analysis Tools. Applied Computer Systems. 29:98–111.

Muñoz LArnau, Martínez JVicente Be, Pérez FMaciá, Fonseca ILorenzo.  2024.  Anomaly detection system for data quality assurance in IoT infrastructures based on machine learning. Internet of Things. 25:101095.

Belgacem H, Li X, Bianculli D, Briand L.  2024.  Automated anomaly detection for categorical data by repurposing a form filling recommender system. J. Data and Information Quality. 16

Zhang Y., Qiu Z., Stol K., Zhu W., Zhu J., Tian Y., Liu H..  2024.  Automatic Commit Message Generation: A Critical Review and Directions for Future Work. IEEE Transactions on Software Engineering. 50:816-835.

Sharma S, Das A, Sistu G, Halton M, Eising C.  2024.  BEVSeg2GTA: Joint Vehicle Segmentation and Graph Neural Networks for Ego Vehicle Trajectory Prediction in Bird’s-Eye-View. IEEE Access. 12:132159-132174.

Travers M, Dwivedi A, Richardson I, Crowley K, Patten JVincent.  2024.  Breaking the bias: perspectives of a WiSTEM2 D programme inspiring female undergraduates for a technical future.

Panduru K, Walsh J, DJ Y.  2024.  Building Trustworthy Autonomous Vehicles: The Role of Multi-sensor Fusion and Explainable AI (xAI) in On-road and Off-road Scenarios. 10th International Conference on Sensors Engineering and Electronics Instrumentation Advances (.

Shahzad S, Faheem M, Muqeet HAbdul, Waseem M.  2024.  Charting the UK's path to net zero emissions by 2050: Challenges, strategies, and future directions. IET Smart Grid. n/a

Mewada D, Agnew C, Grua EM, Eising C, Denny P, Heffernan M, Tierney K, Van De Ven P, Scanlan A.  2024.  Contamination Detection From Highly Cluttered Waste Scenes Using Computer Vision. IEEE Access. 12:129434-129446.

Sohail A, Rusdi MSyakirin, Waseem M, Abdullah MZulkifly, Pallonetto F, Sultan SM.  2024.  Cutting-edge developments in active and passive photovoltaic cooling for reduced temperature operation. Results in Engineering. 23:102662.

Kia ANegahdari, Murphy F, Sheehan B, Shannon D.  2024.  A cyber risk prediction model using common vulnerabilities and exposures. Expert Systems with Applications. 237:121599.

Lynch MP, Wang Y, Gatto L, Culhane AC.  2024.  demuxSNP: supervised demultiplexing scRNAseq using cell hashing and SNPs. bioRxiv.

Murray M, Pantidi N, McCarthy J.  2024.  Designing for Dissensus: Socially Engaged Art to access experience and support participation.. Proceedings of the 2024 ACM Designing Interactive Systems Conference.

Rosati P, Lynn T, Kreps D, Conboy K.  2024.  Digital Sustainability: Key Definitions and Concepts. Digital Sustainability: Leveraging Digital Technology to Combat Climate Change. :1–24.

Stol K-J, Schaarschmidt M, Morgan L.  2024.  Does adopting inner source increase job satisfaction? A social capital perspective using a mixed-methods approach The Journal of Strategic Information Systems. 33:101819.

Singh A, Van De Ven P, Eising C, Denny P.  2024.  Dynamic Filter Application in Graph Convolutional Networks for Enhanced Spectral Feature Analysis and Class Discrimination in Medical Imaging. IEEE Access. 12:113259-113274.

Farayola MMayowa, Bendechache M, Saber T, Connolly R, Tal I.  2024.  Enhancing Algorithmic Fairness: Integrative Approaches and Multi-Objective Optimization Application in Recidivism Models. Proceedings of the 19th International Conference on Availability, Reliability and Security.

Chadli K, Botterweck G, Saber T.  2024.  The Environmental Cost of Engineering Machine Learning-Enabled Systems: A Mapping Study. Proceedings of the 4th Workshop on Machine Learning and Systems.

Clancy J, Molloy D, Hassett S, Leahy J, Ward E, Denny P, Jones E, Glavin M, Deegan B.  2024.  Evaluating the Feasibility of Intelligent Blind Road Junction V2I Deployments. Smart Cities. 7:973–990.

Li Y, Huo Y, Jiang Z, Zhong R, He P, Su Y, Briand LC, Lyu MR.  2024.  Exploring the Effectiveness of LLMs in Automated Logging Statement Generation: An Empirical Study. IEEE Transactions on Software Engineering. :1-20.

Reyes D, de Lima A, Murphy A, Dias DMota, Ryan C.  2024.  Feature Encapsulation by Stages Using Grammatical Evolution. Proceedings of the Genetic and Evolutionary Computation Conference Companion.

Harkin SJ, Crotty T, Warren J, Shanahan C, Jones E, Glavin M, Byrne D.  2024.  Field-to-Field Coordinate-Based Segmentation Algorithm on Agricultural Harvest Implements. IEEE Transactions on AgriFood Electronics. 2:91-104.