Publications

Chaleshtari NBayati, Marquer Y, Pastore F, Briand LC.  5555.  AIM: Automated Input Set Minimization for Metamorphic Security Testing. IEEE Transactions on Software Engineering. :1-31.

Zolfagharian A, Abdellatif M, Briand LC, S R.  5555.  SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents. IEEE Transactions on Software Engineering. :1-25.

Jaiswal P, Kaushik A, Lawless F, Malaquias T, McCaffery F.  2025.  Preliminary Investigation on Machine Learning and Deep Learning Models for Change of Direction Classification in Running. Intelligent Data Engineering and Automated Learning – IDEAL 2024.

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.

Jakab D, Grua EMartino, Mohandas R, Deegan BMichael, Scanlan A, Molloy D, Ward E, Eising C.  2024.  ARDÁN: Automated Reference-Free Defocus Characterization for Automotive Near-Field Cameras. IEEE Access. 12:145637-145670.

Dane K, West S, Simms C, Sharief H, van Dyk N, Connors W, Ventresque A, Wilson F.  2024.  Are recommended tackle techniques associated with superior performance outcomes? A retrospective video analysis study of elite women’s rugby union /Journal of sports Sciences.

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 (.

Vasiliou V, Meany L, Belluci C, Dockray S, Linehan C, Dick S, Davoren M, Byrne M.  2024.  Capturing the context of drug use for college students: A Contextual Behavioural Science informed qualitative Analysis of Harm reduction practices using network feedback loops simulation modelling. Journal of Contextual Behavioral Science. 34:100844.

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

Robillard MP, Arya DM, Ernst NA, Guo JLC, Lamothe M, Nassif M, Novielli N, Serebrenik A, Steinmacher I, Stol K-J.  2024.  Communicating Study Design Trade-offs in Software Engineering. ACM Trans. Softw. Eng. Methodol.. 33

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.

Alamri B, Richardson I, Crowley K.  2024.  Cybersecuriy Risk Management and Evaluation Framework of Blockchain Identity Management Systems in HIoT: Experts Evaluation. IEEE Access. 12:144652-144683.

Manzoor A, Singh A, Sistu G, Mohandas R, Grua E, Scanlan A, Eising C.  2024.  Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving.

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

Jardine J, Nadal C, Barry M, Snow D, McDermott F, Robinson S.  2024.  Design for the Long Now: Temporal Tools for Navigating Ethics in HCI. Companion Publication of the 2024 ACM Designing Interactive Systems Conference.