250 citations · 937 across the 31 of their papers we have counts for
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stat.ML2015
Searching for significant patterns in stratified data
Felipe Llinares-Lopez, Laetitia Papaxanthos, Dean Bodenham +1
Significant pattern mining, the problem of finding itemsets that are significantly enriched in one class of objects, is statistically challenging, as the large space of candidate p…
stat.ML2015★ 10 cited
Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing
Felipe Llinares López, Mahito Sugiyama, Laetitia Papaxanthos +1
We present a novel algorithm, Westfall-Young light, for detecting patterns, such as itemsets and subgraphs, which are statistically significantly enriched in one of two classes. Ou…