8 citations · 8 across the 3 of their papers we have counts for
3 papers
Establishing Validity for Distance Functions and Internal Clustering Validity Indices in Correlation Space
Isabella Degen, Zahraa S Abdallah, Kate Robson Brown +1
Internal clustering validity indices (ICVIs) assess clustering quality without ground truth labels. Comparative studies consistently find that no single ICVI outperforms others acr…
CSTS: A Benchmark for the Discovery of Correlation Structures in Time Series Clustering
Isabella Degen, Zahraa S Abdallah, Henry W J Reeve +1
Time series clustering promises to uncover hidden structural patterns in data with applications across healthcare, finance, industrial systems, and other critical domains. However,…
Temporal patterns in insulin needs for Type 1 diabetes
Isabella Degen, Zahraa S. Abdallah
Type 1 Diabetes (T1D) is a chronic condition where the body produces little or no insulin, a hormone required for the cells to use blood glucose (BG) for energy and to regulate BG…