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cs.LG2024
Integrating Statistical Significance and Discriminative Power in Pattern Discovery
Leonardo Alexandre, Rafael S. Costa, Rui Henriques
Pattern discovery plays a central role in both descriptive and predictive tasks across multiple domains. Actionable patterns must meet rigorous statistical significance criteria an…
cs.LG2023
TriSig: Assessing the statistical significance of triclusters
Leonardo Alexandre, Rafael S. Costa, Rui Henriques
Tensor data analysis allows researchers to uncover novel patterns and relationships that cannot be obtained from matrix data alone. The information inferred from the patterns provi…