Personal profile
Research Groups and Themes
- Intelligent Systems Laboratory
Fingerprint
Dive into the research topics where Alex Hepburn is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
Research output
-
IQM-Vis: A user-centric python toolbox for visualising and evaluating image quality metrics
Clifford, M., Hepburn, A., Kleinlein, R., Vila-Tomás, J., Hernández-Cámara, P., Dauden, P., Lepora, N., Laparra, V. & Santos-Rodríguez, R., 1 Sept 2025, In: SoftwareX. 31, 8 p., 102225.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations
Erskine, J., Clifford, M., Hepburn, A. & Rodriguez, R. S., 3 Aug 2024, IJCAI '24: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence (IJCAI), p. 8644-8647 4 p. 999. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
-
Learning Confidence Bounds for Classification with Imbalanced Data
Clifford, M., Erskine, J., Hepburn, A., Santos-Rodríguez, R. & Garcia-Garcia, D., 16 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). IOS Press, p. 1776-1783 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open Access
Activities
- 1 Participation in workshop, seminar, course
-
What and How of Machine Learning Transparency
Sokol, K. (Organiser), Hepburn , A. (Organiser), Santos-Rodriguez, R. (Organiser) & Flach, P. A. (Organiser)
18 Sept 2020Activity: Participating in or organising an event types › Participation in workshop, seminar, course
Thesis
-
On the Connection Between the Human Visual System and Machine Learning: Exploiting Perceptual Distances in Neural Networks
Hepburn, A. (Author), Santos-Rodriguez, R. (Supervisor), McConville, R. (Supervisor) & Laparra Perez-Muelas, V. (Supervisor), 22 Mar 2022Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)
File