13 citations · 22 across the 4 of their papers we have counts for
5 papers
GreyCat: Efficient What-If Analytics for Data in Motion at Scale
Thomas Hartmann, Francois Fouquet, Assaad Moawad +2
Over the last few years, data analytics shifted from a descriptive era, confined to the explanation of past events, to the emergence of predictive techniques. Nonetheless, existing…
Visualizing and Exploring Dynamic High-Dimensional Datasets with LION-tSNE
Andrey Boytsov, Francois Fouquet, Thomas Hartmann +1
T-distributed stochastic neighbor embedding (tSNE) is a popular and prize-winning approach for dimensionality reduction and visualizing high-dimensional data. However, tSNE is non-…
Weaving Rules into [email protected] for Embedded Smart Systems
Ludovic Mouline, Thomas Hartmann, François Fouquet +3
Smart systems are characterised by their ability to analyse measured data in live and to react to changes according to expert rules. Therefore, such systems exploit appropriate dat…
Model-Driven Analytics: Connecting Data, Domain Knowledge, and Learning
Thomas Hartmann, Assaad Moawad, Francois Fouquet +4
Gaining profound insights from collected data of today's application domains like IoT, cyber-physical systems, health care, or the financial sector is business-critical and can cre…
Leveraging Time Distortion for seamless Navigation into Data Space-Time Continuum
Thomas Hartmann, Francois Fouquet, Yves Le Traon +1
Intelligent software systems continuously analyze their surrounding environment and accordingly adapt their internal state. Depending on the criticality index of the situation, the…