Search Results for author: Armin Catovic

Found 4 papers, 1 papers with code

CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification

1 code implementation18 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.

Benchmarking Retrieval

Linnaeus: A highly reusable and adaptable ML based log classification pipeline

no code implementations11 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.

General Classification

Traffic Flow Estimation using LTE Radio Frequency Counters and Machine Learning

no code implementations22 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.

BIG-bench Machine Learning Privacy Preserving +1

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