Research output per year
Research output per year
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
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Explainable hierarchical clustering for patient subtyping and risk prediction
Werner, E., Clark, J. N., Hepburn, A., Bhamber, R. S., Ambler, M., Bourdeaux, C. P., McWilliams, C. J. & Santos-Rodriguez, R., 15 Dec 2023, In: Experimental Biology and Medicine.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access5 Citations (Scopus) -
Identification, Explanation and Clinical Evaluation of Hospital Patient Subtypes
Werner, E., Clark, J., Bhamber, R. S., Ambler, M., Hepburn, A., McWilliams, C. J. & Santos-Rodriguez, R., 1 Sept 2023, Artificial Intelligence for Personalized Medicine: Promoting Healthy Living and Longevity. Springer, Vol. 1106. p. 137-149Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book
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On the relation between statistical learning and perceptual distances
Hepburn, A., Laparra, V., Santos-Rodriguez, R., Ballé, J. & Malo, J., 25 Apr 2022.Research output: Contribution to conference › Conference Paper › peer-review
Activities
- 1 Participation in workshop, seminar, course
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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
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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)
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