Research output per year
Research output per year
Organisation profile
Organisation profile
In the machine learning theme, AberdeenML, we tackle problems related to the School’s and University’s strategic focus of Data and Artificial Intelligence (AI).
Fingerprint
Dive into the research topics where Machine Learning is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
-
-
Jari Korhonen
- School of Natural & Computing Sciences, Computing Science - Senior Lecturer
- Machine Learning
Person: Academic
-
Tryphon Lambrou
- School of Natural & Computing Sciences, Computing Science - Senior Lecturer
- Machine Learning
Person: Academic
Research output
-
One Feedback System Does Not Fit All: Localising Data-to-Text Driver Coaching for the UK and Nigeria
Yi, D. & Reiter, E., 16 Aug 2026, (Accepted/In press).Research output: Contribution to conference › Conference presentation (Unpublished paper) › peer-review
-
Computational Decoding of Social Identity Effects on Memory Encoding: Continuous Brain-Behavior Prediction from EEG Connectivity
Lu, Z., Yi, D. & Sui, J., 17 Jun 2026, (Accepted/In press) The 31st International Conference on Automation and Computing. IEEE ExploreResearch output: Chapter in Book/Report/Conference proceeding › Published conference contribution
-
Frequency Aided Attention Mechanism for Better Segmentation Generalisation and Explainability
Lawal, M., Yuan, Z., Hua, Y. & Yi, D. (Corresponding Author), Dec 2026, In: Pattern Recognition. 180, Part A, 12 p., 113988.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure)
Datasets
-
Data From Wavelet-based network for high dynamic range imaging
Dai, T. (Creator), Li, W. (Creator), Cao, X. (Creator), Liu, J. (Creator), Jia, X. (Creator), Leonardis, A. (Creator), Yan, Y. (Creator), Yuan, S. (Creator) & McGloin, D. (Other), University of Aberdeen, Nov 2023
DOI: 10.1016/j.cviu.2023.103881, https://github.com/TianhongDai/wavelet-hdr and one more link, https://cseweb.ucsd.edu/~viscomp/projects/SIG17HDR/PaperData/SIGGRAPH17_HDR.pdf (show fewer)
Dataset
-
Application of a Brain-Inspired Deep Imitation Learning Algorithm in Autonomous Driving
Ahmedov, H. (Creator) & Yi, D. (Contributor), Code Ocean, 2021
DOI: 10.24433/co.6945833.v1, https://codeocean.com/capsule/8582665/tree/v1
Dataset
-
Data from: Optimizing Deep Learning Inference via Global Analysis and Tensor Expressions
Xia, C. (Creator), Zhao, J. (Creator), Sun, Q. (Creator), Wang, Z. (Creator), Wen, Y. (Creator), Yu, T. (Creator), Feng, X. (Creator) & Cui, H. (Creator), Zenodo, 3 Oct 2023
DOI: 10.5281/zenodo.8404599, https://zenodo.org/records/8404599
Dataset
Prizes
-
Best Postgraduate Taught Lecturer Award, Shortlisted
Yi, D. (Nominee), 2022
Prize: Awards, Distinctions, Medals, and Prizes
-
Personal Tutor of the Year Award, Shortlisted
Yi, D. (Nominee), 2022
Prize: Awards, Distinctions, Medals, and Prizes
Activities
-
EPSRC (External organisation)
Lambrou, T. (Member)
25 Sept 2025 → 26 Sept 2025Activity: Appointments and Membership (e.g. panels, networks, committees, etc.) › Member of peer review panel for a funder
-
Engineering & Physical Sciences Research Council (EPSRC) (External organisation)
Leontidis, G. (Member)
29 Jan 2025 → 30 Jan 2025Activity: Appointments and Membership (e.g. panels, networks, committees, etc.) › Member of external funding panel
-
European Commission (External organisation)
Leontidis, G. (External Examiner)
11 Mar 2025Activity: Appointments and Membership (e.g. panels, networks, committees, etc.) › Member of peer review panel for a funder