Is Frequent Pattern Mining useful in building predictive models?
2011 (English)In: ECML/PKDD 2011: Workshop of Collective Learning and Inference on Structured Data, 2011Conference paper (Refereed)
The recent studies of pattern mining have given more attention to discovering patterns that are interesting, significant, discriminative and so forth, than simply frequent. Does this imply that the frequent patterns are not useful anymore? In this paper we carry out a survey of frequent pattern mining and, using an empirical study, show how far the frequent pattern mining is useful in building predictive models.
Place, publisher, year, edition, pages
Frequent pattern mining, predictive models, chemoinformatics
Research subject Computer and Systems Sciences
IdentifiersURN: urn:nbn:se:su:diva-67149OAI: oai:DiVA.org:su-67149DiVA: diva2:469572
ECML/PKDD: Workshop of Collective Learning and Inference on Structured Data, Athens, Greece, 5-9 September 2011