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math.AT2024★ 3 cited
Persistent homology of featured time series data and its applications
Eunwoo Heo, Jae-Hun Jung
Recent studies have actively employed persistent homology (PH), a topological data analysis technique, to analyze the topological information in time series data. Many successful s…
cs.LG2024
PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction
Junwon You, Eunwoo Heo, Jae-Hun Jung
Link prediction (LP), inferring the connectivity between nodes, is a significant research area in graph data, where a link represents essential information on relationships between…