7 citations · 9 across the 5 of their papers we have counts for
6 papers
nanoHUB services for FAIR simulations and data: ResultsDB and Sim2Ls
Daniel Mejia, Steven Clark, Juan Carlos Verduzco +4
nanoHUB is an open cyber platform for online simulation, data, and education that seeks to make scientific software and associated data widely available and useful. This paper desc…
The Science Gateway Community Institute's Consulting Services Program: Lessons for Research Software Engineering Organizations
Marlon Pierce, Michael Zentner, Maytal Dahan +3
The Science Gateways Community Institute (SGCI) is an NSF Software Infrastructure for Sustained Innovation (S2I2) funded project that leads and supports the science gateway communi…
Toward Interoperable Cyberinfrastructure: Common Descriptions for Computational Resources and Applications
Joe Stubbs, Suresh Marru, Daniel Mejia +5
The user-facing components of the Cyberinfrastructure (CI) ecosystem, science gateways and scientific workflow systems, share a common need of interfacing with physical resources (…
Probabilistic Diagnostic Tests for Degradation Problems in Supervised Learning
Gustavo A. Valencia-Zapata, Carolina Gonzalez-Canas, Michael G. Zentner +2
Several studies point out different causes of performance degradation in supervised machine learning. Problems such as class imbalance, overlapping, small-disjuncts, noisy labels,…
A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms
Gustavo A Valencia-Zapata, Daniel Mejia, Gerhard Klimeck +2
Probabilistic mixture models have been widely used for different machine learning and pattern recognition tasks such as clustering, dimensionality reduction, and classification. In…
nanoHUB.org: Experiences and Challenges in Software Sustainability for a Large Scientific Community
Lynn Zentner, Michael Zentner, Victoria Farnsworth +3
Managing and growing a successful cyberinfrastructure such as nanoHUB.org presents a variety of opportunities and challenges, particularly in regard to software. This position pape…