TIMi modeler

STARDUST
REAL-TIME 3D VR
SEGMENTATION

stardust-screenshot

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 identifies by Modelert, the Auto-ML tool included in TIMi.


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”.

WHY STARDUST

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.

Scalable

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.

Versatile

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.

Distance-definitions

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!

Multi-touch

Stardust is Multi-touch enabled, so that you can explore your population with your fingers!

VR Enabled

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.

Testimonials

Bouygues Telecom
Telecom operator in France

“The optimal solution to extract advanced Social Network Algorithms metrics out of gigantic social data graphs.”

VOO
Telecom operator in Belgium

“We reduced by 10% the churn on the customer-segment with the highest churn rate.”

Digicel
Mobile network provider

“TIMi framework includes a very flexible ETL tool that swiftly handles terabyte-size datasets on an ordinary desktop computer.”