Investing in degree apprenticeships: Analysing experiences through Conservation of Resources Theory
Conference Proceeding
Taylor-Smith, E., Smith, S., & Bratton, A. (2023)
Investing in degree apprenticeships: Analysing experiences through Conservation of Resources Theory.
Degree apprentices have reported finding work-life-study balance challenging. This study uses the Theory of Conservation of Resources (COR) to investigate the resources invest...
Investigating Markers and Drivers of Gender Bias in Machine Translations
Conference Proceeding
Implicit gender bias in Large Language Models (LLMs) is a well-documented problem, and implications of gender introduced into automatic translations can perpetuate real-world ...
Too Constrained for Genetic Algorithms. Too Hard for Evolutionary Computing. The Traveling Tournament Problem.
Conference Proceeding
Verduin, K., Thomson, S. L., & van den Berg, D. (2023)
Too Constrained for Genetic Algorithms. Too Hard for Evolutionary Computing. The Traveling Tournament Problem. In Proceedings of the 15th International Joint Conference on Computational Intelligence (246-257). https://doi.org/10.5220/0012192100003595
Unlike other NP-hard problems, the constraints on the traveling tournament problem are so pressing that it’s hardly possible to randomly generate a valid solution, for example...
Can HP-protein folding be solved with genetic algorithms? Maybe not
Conference Proceeding
Jansen, R., Horn, R., van Eck, O., Version, K., Thomson, S. L., & van den Berg, D. (2023)
Can HP-protein folding be solved with genetic algorithms? Maybe not. In Proceedings of the 15th International Joint Conference on Computational Intelligence (131-140). https://doi.org/10.5220/0012248500003595
Genetic algorithms might not be able to solve the HP-protein folding problem because creating random individuals for an initial population is very hard, if not impossible. The...
The Opaque Nature of Intelligence and the Pursuit of Explainable AI
Conference Proceeding
Thomson, S. L., van Stein, N., van den Berg, D., & van Leeuwen, C. (2023)
The Opaque Nature of Intelligence and the Pursuit of Explainable AI. In Proceedings of the 15th International Joint Conference on Computational Intelligence (555-564). https://doi.org/10.5220/0012249500003595
When artificial intelligence is used for making decisions, people are more likely to accept those decisions if they can be made intelligible to the public. This understanding ...
Minkowski Based Microwave Resonator for Material Detection over Sub-6 GHz 5G Spectrum
Conference Proceeding
Anwer, A. I., Alibakhshikenari, . M., Elwi, T., Virdee, B., Kouhalvandi, L., Abdul Hassain, Z. A., …Livreri, P. (2023)
Minkowski Based Microwave Resonator for Material Detection over Sub-6 GHz 5G Spectrum. . https://doi.org/10.1109/6GNet58894.2023.10317726
This paper describes the performance of a low-cost, high-sensitive microwave resonator for 5G modern wireless communication systems operating through sub-6GHz spectrum. Here, ...
Augmented Reality AI Co-Driver: Impact on Drivers Perceived Experience and Safety
Conference Proceeding
Charissis, V. (in press)
Augmented Reality AI Co-Driver: Impact on Drivers Perceived Experience and Safety. In Proceedings of the International Display Workshops (IDW '23)
This project investigates the use of an AI codriver that could support the driver's decision-making process. The information is presented through AR HUD and audio. The evaluat...
Real-time Facial Animation for 3D Stylized Character with Emotion Dynamics
Conference Proceeding
Pan, Y., Zhang, R., Wang, J., Ding, Y., & Mitchell, K. (2023)
Real-time Facial Animation for 3D Stylized Character with Emotion Dynamics. In MM '23: Proceedings of the 31st ACM International Conference on Multimedia (6851-6859). https://doi.org/10.1145/3581783.3613803
Our aim is to improve animation production techniques' efficiency and effectiveness. We present two real-time solutions which drive character expressions in a geometrically co...
Proceedings of the 18th International Audio Mostly Conference
Conference Proceeding
(2023)
Proceedings of the 18th International Audio Mostly Conference. . https://doi.org/10.1145/3616195
Audio Mostly is an interdisciplinary conference on design and experience of interaction with sound that prides itself on embracing applied theory and reflective practice. Its ...
A Comparative Study of Assessment Metrics for Imbalanced Learning
Conference Proceeding
Farou, Z., Aharrat, M., & Horváth, T. (2023)
A Comparative Study of Assessment Metrics for Imbalanced Learning. In New Trends in Database and Information Systems: ADBIS 2023 Short Papers, Doctoral Consortium and Workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Barcelona, Spain, September 4–7, 2023, Proceedings (119-129). https://doi.org/10.1007/978-3-031-42941-5_11
There are several machine learning algorithms addressing class imbalance problem, requiring standardized metrics for adequete performance evaluation. This paper reviews severa...