2 papers
cs.AI2026
READ-Bench: Benchmarking Historical Instance Retrieval for Time-Series Diagnosis
Gerardo Pastrana, Haojun Li, Dhruv Mehta +4
Time-series diagnostic systems rarely rely on retrieving relevant historical cases, and when they do, retrieval is evaluated only indirectly through downstream prediction. We intro…
cs.DB2024
A Survey on Time-Series Distance Measures
John Paparrizos, Haojun Li, Fan Yang +3
Distance measures have been recognized as one of the fundamental building blocks in time-series analysis tasks, e.g., querying, indexing, classification, clustering, anomaly detect…