8 citations · 14 across the 2 of their papers we have counts for
3 papers
Attention Mechanism for Multivariate Time Series Recurrent Model Interpretability Applied to the Ironmaking Industry
Cedric Schockaert, Reinhard Leperlier, Assaad Moawad
Data-driven model interpretability is a requirement to gain the acceptance of process engineers to rely on the prediction of a data-driven model to regulate industrial processes in…
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…
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…