Lumbermark detects clusters by iteratively chopping large limbs off a mutual reachability MST, yielding partitions of user-specified sizes as a robust alternative to HDBSCAN.
Expert Systems with Applications238, 122229 (2024) https://doi
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
citation-role summary
background 1
citation-polarity summary
verdicts
UNVERDICTED 2roles
background 1polarities
background 1representative citing papers
Introduces and proves stability for a persistent homology-based bi-conditional periodicity score for pairwise time series similarity.
citing papers explorer
-
Lumbermark: Resistant Clustering by Chopping Up Mutual Reachability Minimum Spanning Trees
Lumbermark detects clusters by iteratively chopping large limbs off a mutual reachability MST, yielding partitions of user-specified sizes as a robust alternative to HDBSCAN.
-
A Stable Measure of Similarity for Time Series using Persistent Homology
Introduces and proves stability for a persistent homology-based bi-conditional periodicity score for pairwise time series similarity.