no code implementations • 28 Sep 2021 • Gouri Deshpande, Guenther Ruhe, Chad Saunders
Our findings indicate that considering ROI as additional criteria can drastically influence ML selection when compared to decisions based on accuracy as the sole criterion
no code implementations • 5 Jul 2021 • Razieh Saremi, Hardik Yagnik, Julian Togelius, Ye Yang, Guenther Ruhe
In a competitive crowdsourcing marketplace, competition for shared worker resources from multiple simultaneously open tasks adds another layer of uncertainty to the potential outcomes of software crowdsourcing.
no code implementations • 14 Sep 2020 • Gouri Deshpande, Guenther Ruhe
Since ROI-driven Data Analytics provides a simple yet effective direction to discover when to stop further investigation while considering the cost and value of the various types of analysis, it helps to avoid over-analyzing empirical data.