2 papers
astro-ph.SR2025
Effectiveness of High-Dimensional Distance Metrics on Solar Flare Time Series
Elaina Rohlfing, Azim Ahmadzadeh, V Aparna
Solar-flare forecasting has been extensively researched yet remains an open problem. In this paper, we investigate the contributions of elastic distance measures for detecting patt…
cs.LG2025
Beyond Point Matching: Evaluating Multiscale Dubuc Distance for Time Series Similarity
Azim Ahmadzadeh, Mahsa Khazaei, Elaina Rohlfing
Time series are high-dimensional and complex data objects, making their efficient search and indexing a longstanding challenge in data mining. Building on a recently introduced sim…