38 citations · 43 across the 7 of their papers we have counts for
3 papers · 1 filter
KGLiDS: A Platform for Semantic Abstraction, Linking, and Automation of Data Science
Mossad Helali, Niki Monjazeb, Shubham Vashisth +6
In recent years, we have witnessed the growing interest from academia and industry in applying data science technologies to analyze large amounts of data. In this process, a myriad…
Federated Data Science to Break Down Silos [Vision]
Essam Mansour, Kavitha Srinivas, Katja Hose
Similar to Open Data initiatives, data science as a community has launched initiatives for sharing not only data but entire pipelines, derivatives, artifacts, etc. (Open Data Scien…
A Scalable AutoML Approach Based on Graph Neural Networks
Mossad Helali, Essam Mansour, Ibrahim Abdelaziz +2
AutoML systems build machine learning models automatically by performing a search over valid data transformations and learners, along with hyper-parameter optimization for each lea…