9 citations · 18 across the 3 of their papers we have counts for
4 papers
Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition
F. O. de Franca, M. Virgolin, M. Kommenda +21
Symbolic regression searches for analytic expressions that accurately describe studied phenomena. The main attraction of this approach is that it returns an interpretable model tha…
Systems Perturbation Analysis of a Large Scale Signal Transduction Model Reveals Potentially Influential Candidates for Cancer Therapeutics
Bhanwar Lal Puniya, Laura Allen, Colleen Hochfelder +2
Dysregulation in signal transduction pathways can lead to a variety of complex disorders, including cancer. Computational approaches such as network analysis are important tools to…
Human Factors Influencing Visual Statistical Inference
Mahbubul Majumder, Heike Hofmann, Dianne Cook
Visual statistical inference is a way to determine significance of patterns found while exploring data. It is dependent on the evaluation of a lineup, of a data plot among a sample…
Utilizing Distance Metrics on Lineups to Examine What People Read From Data Plots
Niladri Roy Chowdhury, Dianne Cook, Heike Hofmann +2
Graphics play a crucial role in statistical analysis and data mining. This paper describes metrics developed to assist the use of lineups for making inferential statements. Lineups…