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cs.DB2014
-DB: A system for data-driven hypothesis management and analytics
Bernardo Gonçalves, Frederico C. Silva, Fabio Porto
The vision of -DB introduces deterministic scientific hypotheses as a kind of uncertain and probabilistic data, and opens some key technical challenges for enabling data-driven…
cs.DB2014
Design-theoretic encoding of deterministic hypotheses as constraints and correlations into U-relational databases
Bernardo Gonçalves, Fabio Porto
In view of the paradigm shift that makes science ever more data-driven, in this paper we consider deterministic scientific hypotheses as uncertain data. In the form of mathematical…
cs.DB2014
-DB: Managing scientific hypotheses as uncertain data
Bernardo Gonçalves, Fabio Porto
In view of the paradigm shift that makes science ever more data-driven, we consider deterministic scientific hypotheses as uncertain data. This vision comprises a probabilistic dat…