Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific Applications.
Shusen LiuJim GaffneyJ. Luc PetersonPeter B. RobinsonHarsh BhatiaValerio PascucciBrian K. SpearsPeer-Timo BremerDi WangDan MaljovecRushil AnirudhJayaraman J. ThiagarajanSam Ade JacobsBrian C. Van EssenDavid HysomJae-Seung YeomPublished in: IEEE Trans. Vis. Comput. Graph. (2020)
Keyphrases
- data analysis
- data driven
- data visualization
- probabilistic model
- statistical models
- data sets
- real time
- model driven
- mathematical models
- accurate models
- interactive visualization
- information visualization
- data types
- statistical model
- high dimensional data
- model selection
- d objects
- artificial neural networks
- case study