20 citations · 50 across the 6 of their papers we have counts for
3 papers · 1 filter
Augmenting Decision Making via Interactive What-If Analysis
Sneha Gathani, Madelon Hulsebos, James Gale +2
The fundamental goal of business data analysis is to improve business decisions using data. Business users often make decisions to achieve key performance indicators (KPIs) such as…
Exact PPS Sampling with Bounded Sample Size
Brian Hentschel, Peter J. Haas, Yuanyuan Tian
Probability proportional to size (PPS) sampling schemes with a target sample size aim to produce a sample comprising a specified number of items while ensuring that each item i…
Stochastic Package Queries in Probabilistic Databases
Matteo Brucato, Nishant Yadav, Azza Abouzied +2
We provide methods for in-database support of decision making under uncertainty. Many important decision problems correspond to selecting a package (bag of tuples in a relational d…