4 papers
Laying foundations to quantify the "Effort of Reproducibility"
Akhil Pandey Akella, David Koop, Hamed Alhoori
Why are some research studies easy to reproduce while others are difficult? Casting doubt on the accuracy of scientific work is not fruitful, especially when an individual research…
When Provenance Aids and Complicates Reproducibility Judgments
David Koop
It is well-established that the provenance of a scientific result is important, sometimes more important than the actual result. For computational analyses that involve visualizati…
Reproducibility Signals in Science: A preliminary analysis
Akhil Pandey Akella, Hamed Alhoori, David Koop
Reproducibility is an important feature of science; experiments are retested, and analyses are repeated. Trust in the findings increases when consistent results are achieved. Despi…
Toward Systematic Design Considerations of Organizing Multiple Views
Abdul Rahman Shaikh, David Koop, Hamed Alhoori +1
Multiple-view visualization (MV) has been used for visual analytics in various fields (e.g., bioinformatics, cybersecurity, and intelligence analysis). Because each view encodes da…