CFips is a multi-step constrained sampler for interval patterns that decomposes syntactic constraints into predicates on bounds and proves frequency-proportional sampling within the allowed space.
Diop, High average-utility itemset sampling under length constraints, in: 26th Pacific-Asia Conference, PAKDD, 2022
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Frequency-based Constrained Sampling for Interval Patterns
CFips is a multi-step constrained sampler for interval patterns that decomposes syntactic constraints into predicates on bounds and proves frequency-proportional sampling within the allowed space.