1 code implementation • 18 Jun 2023 • Lele Cao, Vilhelm von Ehrenheim, Mark Granroth-Wilding, Richard Anselmo Stahl, Andrew McCornack, Armin Catovic, Dhiana Deva Cavacanti Rocha
To the best of our knowledge, CompanyKG is the first large-scale heterogeneous graph dataset originating from a real-world investment platform, tailored for quantifying inter-company similarity.
no code implementations • 5 Jun 2023 • Lele Cao, Vilhelm von Ehrenheim, Astrid Berghult, Cecilia Henje, Richard Anselmo Stahl, Joar Wandborg, Sebastian Stan, Armin Catovic, Erik Ferm, Hannes Ingelhag
The Private Equity (PE) firms operate investment funds by acquiring and managing companies to achieve a high return upon selling.
no code implementations • 11 Mar 2021 • Armin Catovic, Carolyn Cartwright, Yasmin Tesfaldet Gebreyesus, Simone Ferlin
Besides showing the more traditional ML flow, we also demonstrate our solutions for adaptability and re-use, integration towards large scale software development processes, and how we cope with lack of labelled data.
no code implementations • 22 Jan 2021 • Forough Yaghoubi, Armin Catovic, Arthur Gusmao, Jan Pieczkowski, Peter Boros
As the demand for vehicles continues to outpace construction of new roads, it becomes imperative we implement strategies that improve utilization of existing transport infrastructure.