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Quarry: A user-centered big data integration platform
(2020-04-18)
Article
Restricted access - publisher's policyObtaining valuable insights and actionable knowledge from data requires cross-analysis of domain data typically coming from various sources. Doing so, inevitably imposes burdensome processes of unifying different data ... -
TopoGraph: an end-to-end framework to build and analyze graph cubes
(2020-03-20)
Article
Restricted access - publisher's policyGraphs are a fundamental structure that provides an intuitive abstraction for modeling and analyzing complex and highly interconnected data. Given the potential complexity of such data, some approaches proposed extending ... -
Keeping the data lake in form: proximity mining for pre-filtering schema matching
(2020-05)
Article
Open AccessData Lakes (DLs) are large repositories of raw datasets from disparate sources. As more datasets are ingested into a DL, there is an increasing need for efficient techniques to profile them and to detect the relationships ...