Cluster-based oversampling with area extraction from representative points for class imbalance learning
Journal Article
Farou, Z., Wang, Y., & Horváth, T. (2024)
Cluster-based oversampling with area extraction from representative points for class imbalance learning. Intelligent Systems with Applications, 22, Article 200357. https://doi.org/10.1016/j.iswa.2024.200357
Class imbalance learning is challenging in various domains where training datasets exhibit disproportionate samples in a specific class. Resampling methods have been used to a...
Enhanced Skills Training in Affective and Interpersonal Regulation (ESTAIR) vs. Treatment as Usual (TAU) for ICD-11 Complex PTSD: A pilot randomised controlled trial (The RESTORE trial)
Journal Article
Karatzias, T., Shevlin, M., Cloitre, M., Busuttil, W., Graham, K., Hendrikx, L., …Murphy, D. (in press)
Enhanced Skills Training in Affective and Interpersonal Regulation (ESTAIR) vs. Treatment as Usual (TAU) for ICD-11 Complex PTSD: A pilot randomised controlled trial (The RESTORE trial). Psychotherapy and Psychosomatics,
Introduction
Complex PTSD (CPTSD) is a relatively new condition in ICD-11. This pilot randomised controlled trial aimed to compare a four-module intervention developed to tar...
Prevalence and correlates of ICD-11 prolonged grief disorder among adults living in Ukraine during the war with Russia
Journal Article
Redican, E., Hyland, P., Shevlin, M., Martsenkovskyi, D., Karatzias, T., & Ben-Ezra, M. (2024)
Prevalence and correlates of ICD-11 prolonged grief disorder among adults living in Ukraine during the war with Russia. Acta Psychiatrica Scandinavica, 149(5), 425-435. https://doi.org/10.1111/acps.13678
Background: Although high rates of bereavement are evident in war-affected populations, no study has investigated the prevalence and correlates of probable ICD-11 Prolonged Gr...
The Marketing Agency Role in Delineating and Communicating Brand Purpose
Presentation / Conference Contribution
Feri, A., Ind, N., & Tjandra, N. C. (2023, July)
The Marketing Agency Role in Delineating and Communicating Brand Purpose. Presented at 2023 AMS World Marketing Congress, Canterbury, UK
To create the solutions that can tackle such problems as climate change, biodiversity loss and inequality, firms need to care. A commitment to caring helps managers to listen ...
PHASER: Perceptual Hashing Algorithms Evaluation and Results -an Open Source Forensic Framework
Journal Article
Mckeown, S., Aaby, P., & Steyven, A. (2024)
PHASER: Perceptual Hashing Algorithms Evaluation and Results -an Open Source Forensic Framework. Forensic Science International: Digital Investigation, 48(Supplement), Article 301680
The automated comparison of visual content is a contemporary solution to scale the detection of illegal media and extremist material, both for detection on individual devices ...
Synthesising Diverse and Discriminatory Sets of Instances using Novelty Search in Combinatorial Domains
Journal Article
Marrero, A., Segredo, E., Leon, C., & Hart, E. (in press)
Synthesising Diverse and Discriminatory Sets of Instances using Novelty Search in Combinatorial Domains. Evolutionary Computation,
Gathering sufficient instance data to either train algorithm-selection models or understand algorithm footprints within an instance space can be challenging. We propose an app...
Information flow and Laplacian dynamics on local optima networks
Conference Proceeding
Richter, H., & Thomson, S. L. (in press)
Information flow and Laplacian dynamics on local optima networks.
We propose a new way of looking at local optima networks (LONs). LONs represent fitness landscapes; the nodes are local optima, and the edges are search transitions between th...
Podcast - The art of doing collaborative research
Digital Artefact
Guma, T. Podcast - The art of doing collaborative research. [podcast])
Guma, T. Podcast - The art of doing collaborative research. [podcast]
Encyclopaedia entry: Lewis Spence
Book Chapter
Lyall, S. (in press)
Encyclopaedia entry: Lewis Spence. In Wiley Blackwell Encyclopaedia of Scottish Literature. Wiley
Encyclopaedia entry: Fionn MacColla
Book Chapter
Lyall, S. (in press)
Encyclopaedia entry: Fionn MacColla. In Wiley Blackwell Encyclopaedia of Scottish Literature. Wiley