The state of the art in integrating machine learning into visual analytics
Visual analytics systems combine machine learning or other analytic techniques with
interactive data visualization to promote sensemaking and analytical reasoning. It is through …
interactive data visualization to promote sensemaking and analytical reasoning. It is through …
Interactive visual cluster analysis by contrastive dimensionality reduction
J ** emerging patterns visualization
Multivariate or multidimensional visualization plays an essential role in exploratory data
analysis by allowing users to derive insights and formulate hypotheses. Despite their …
analysis by allowing users to derive insights and formulate hypotheses. Despite their …
The graph landscape: using visual analytics for graph set analysis
In a variety of research and application areas, graphs are an important structure for data
modeling and analysis. While graph properties can have a crucial influence on the …
modeling and analysis. While graph properties can have a crucial influence on the …
Evaluating interactive visualization of multidimensional data projection with feature transformation
There has been extensive research on dimensionality reduction techniques. While these
make it possible to present visually the high-dimensional data in 2D or 3D, it remains a …
make it possible to present visually the high-dimensional data in 2D or 3D, it remains a …