Search Results for author:
Found 6 papers, 1 papers with code
Sanity Check for External Clustering Validation Benchmarks using Internal Validation Measures
We then propose processes to generalize internal measures to fulfill these new axioms, and use them to extend the widely used Calinski-Harabasz index for between-dataset CLM evaluation.
ClassSPLOM -- A Scatterplot Matrix to Visualize Separation of Multiclass Multidimensional Data
In multiclass classification of multidimensional data, the user wants to build a model of the classes to predict the label of unseen data.
Distortion-Aware Brushing for Interactive Cluster Analysis in Multidimensional Projections
Brushing is an everyday interaction in 2D scatterplots, which allows users to select and filter data points within a continuous, enclosed region and conduct further analysis on the points.
Aquanims: Area-Preserving Animated Transitions in Statistical Data Graphics based on a Hydraulic Metaphor
We present various aquanims for product plots like bar charts and histograms to accommodate changes in data, in the ordering of bars or in a number of bins, and to provide animated tips.
Human-Computer Interaction I.3.3
Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction
Nonlinear dimensionality reduction of high-dimensional data is challenging as the low-dimensional embedding will necessarily contain distortions, and it can be hard to determine which distortions are the most important to avoid.
Research Directions to Validate Topological Models of Multi-Dimensional Data
Various topological models of multi-dimensional data have been proposed for different applications.
