Cameron Shand

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Cluster Analysis

Deterministic Annealing

Disease Progression

Top Venues

IEEE Trans. Evol. Comput.

Publications

Magda Bucholc, Charlotte James, Ahmad Al Khleifat, AmanPreet Badhwar, Natasha Clarke, Amir Dehsarvi, Christopher R. Madan, Sarah J. Marzi, Cameron Shand, Brian M. Schilder, Stefano Tamburin, Hanz M. Tantiangco, Ilianna Lourida, David J. Llewellyn, Janice M. Ranson
Artificial Intelligence for Dementia Research Methods Optimization. CoRR (2023)
Beatrice Taylor, Cameron Shand, Chris J. D. Hardy, Neil Oxtoby
Bayesian inference of a new Mallows model for characterising symptom sequences applied in primary progressive aphasia. CoRR (2023)
Cameron Shand, Richard Allmendinger, Julia Handl, Andrew M. Webb, John Keane
HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis. IEEE Trans. Evol. Comput. 26 (6) (2022)
Neil P. Oxtoby, Cameron Shand, David M. Cash, Daniel C. Alexander, Frederik Barkhof
Targeted Screening for Alzheimer's Disease Clinical Trials Using Data-Driven Disease Progression Models. Frontiers Artif. Intell. 5 (2022)
Leon M. Aksman, Peter A. Wijeratne, Neil P. Oxtoby, Arman Eshaghi, Cameron Shand, André Altmann, Daniel C. Alexander, Alexandra L. Young
pySuStaIn: A Python implementation of the Subtype and Stage Inference algorithm. SoftwareX 16 (2021)
Cameron Shand, Richard Allmendinger, Julia Handl, Andrew M. Webb, John Keane
HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis. CoRR (2021)
Cameron Shand, Richard Allmendinger, Julia Handl, Andrew M. Webb, John Keane
Evolving controllably difficult datasets for clustering. GECCO (2019)
Cameron Shand, Richard Allmendinger, Julia Handl, John Keane
Towards an adaptive encoding for evolutionary data clustering. GECCO (2018)