REAL-TIME 3D SEGMENTATION
Find interesting figures
- Detect (multivariate) outliers and invalid data.
- Find segments of customers having similar behaviour.
- Validate from a business-perspective the different segments using intuitive bar-charts easily comprehensible by a business-user.
- Automatically create HTML reports that includes many charts and histograms that explains from a business-perspective your different segments.
- Discover hidden multivariate patterns inside your data.
- Explain in more details the profile of your targets, as generated by the binary classification tool.
Create Segmentation Models
- Create segmentation models that you can use later on to select automatically a subset of the population used to construct a predictive model.
- Project automatically the segmentation on a updated and/or larger apply dataset.
Perform text-mining analysis
Automatically find the different “Themes” of the text-documents (using LSI: latent semantic indexing) and automatically assign any new document to a “theme”.
Real-time 3D visualization
StarDust offers you real-time 3D visualization of your whole population. The rendering of the 3D display is performed using hardware-accelerated OpenGL libraries. These high-performance libraries allow the smooth display of millions of customers in real time.
The analytical engine of StarDust creates high-quality segmentation on databases of several gigabytes in a few minutes. Stardust can easily process and display databases containing millions of customers.
The analytical engine of Stardust integrates many algorithms classically used for segmentation analysis, such as: PCA algorithm, quantile-recoding algorithm, “Minimum spanning tree” algorithm, many variation of the “ward’s algorithm”, many variations of the “K-Means algorithm”, etc.
Stardust offers a great variety of distance-definitions: Pearson-Distance, Cosine-Distance, Euclidean-Distance, etc. All these algorithms and options are at a few mouse-clicks from you!
Stardust is Multi-touch enabled, so that you can explore your population with your fingers!
Jump into your VIVE or Occulus and start exploring your data in a virtual-reality environment! Really “touch” data-points and see in real-time the data that is “hidden behind” each voxel-point.
“The optimal solution to extract advanced Social Network Algorithms metrics out of gigantic social data graphs.”
“We reduced by 10% the churn on the customer-segment with the highest churn rate.”
“TIMi framework includes a very flexible ETL tool that swiftly handles terabyte-size datasets on an ordinary desktop computer.”