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Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks
We propose encodings of the classical sequential pattern mining tasks within two representations of embeddings (fill-gaps vs skip-gaps) and for various kinds of patterns: frequent, constrained and condensed.
Using Answer Set Programming for pattern mining
Serial pattern mining consists in extracting the frequent sequential patterns from a unique sequence of itemsets.
Arguments using ontological and causal knowledge
At the root of argumentation here, are causal links ({A_1, ... , A_n} causes B) and ontological links (o_1 is_a o_2).
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