1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.SE2021★ 1 cited
How Much Data Analytics is Enough? The ROI of Machine Learning Classification and its Application to Requirements Dependency Classification
Gouri Deshpande, Guenther Ruhe, Chad Saunders
Machine Learning (ML) can substantially improve the efficiency and effectiveness of organizations and is widely used for different purposes within Software Engineering. However, th…
cs.LG2020
Beyond Accuracy: ROI-driven Data Analytics of Empirical Data
Gouri Deshpande, Guenther Ruhe
This vision paper demonstrates that it is crucial to consider Return-on-Investment (ROI) when performing Data Analytics. Decisions on "How much analytics is needed"? are hard to an…
astro-ph.IM2018
Habitability Classification of Exoplanets: A Machine Learning Insight
Suryoday Basak, Surbhi Agrawal, Snehanshu Saha +4
We explore the efficacy of machine learning (ML) in characterizing exoplanets into different classes. The source of the data used in this work is University of Puerto Rico's Planet…