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cs.LG2026
Learning under Localized Minority Imbalance
Amin Hosseininasab, Steven M. Shugan
Class-imbalance methods implicitly assume that the minority class is uniformly undersampled relative to the majority class. However, in many real-world settings, minority instances…
cs.LG2018
Constraint-based Sequential Pattern Mining with Decision Diagrams
Amin Hosseininasab, Willem-Jan van Hoeve, Andre A. Cire
Constrained sequential pattern mining aims at identifying frequent patterns on a sequential database of items while observing constraints defined over the item attributes. We intro…