121 citations · 140 across the 12 of their papers we have counts for
4 papers · 1 filter
-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…
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…
-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…
Managing large-scale scientific hypotheses as uncertain and probabilistic data with support for predictive analytics
Bernardo Gonçalves, Fabio Porto
The sheer scale of high-resolution raw data generated by simulation has motivated non-conventional approaches for data exploration referred as `immersive' and `in situ' query proce…