313 citations
- Chalmers University of TechnologySE38 papers
- Volvo Cars (Sweden)32 papers
- University of GothenburgSE15 papers
- Lund UniversitySE4 papers
- QRtech (Sweden)SE3 papers
- RISE Research Institutes of SwedenSE3 papers
- Scania (Sweden)SE3 papers
- Semcon (Sweden)SE3 papers
- Fraunhofer Chalmers Research Centre for Industrial MathematicsSE2 papers
- Malmö UniversitySE2 papers
- Politecnico di MilanoIT2 papers
- Saab (Sweden)SE2 papers
6 papers · 1 filter
River: machine learning for streaming data in Python
Jacob Montiel, Max Halford, Saulo Martiello Mastelini +8
River is a machine learning library for dynamic data streams and continual learning. It provides multiple state-of-the-art learning methods, data generators/transformers, performan…
Understanding Work Practices of Autonomous Agile Teams: A Social-psychological Review
Lucas Gren
The purpose of this paper is to suggest additional aspects of social psychology that could help when making sense of autonomous agile teams. To make use of well-tested theories in…
A Generic Framework for Clustering Vehicle Motion Trajectories
Fazeleh S. Hoseini, Sadegh Rahrovani, Morteza Haghir Chehreghani
The development of autonomous vehicles requires having access to a large amount of data in the concerning driving scenarios. However, manual annotation of such driving scenarios is…
A Deep Learning Framework for Generation and Analysis of Driving Scenario Trajectories
Andreas Demetriou, Henrik Alfsvåg, Sadegh Rahrovani +1
We propose a unified deep learning framework for the generation and analysis of driving scenario trajectories, and validate its effectiveness in a principled way. To model and gene…
What an Agile Leader Does: The Group Dynamics Perspective
Lucas Gren, Magdalena Lindman
When large industrial organizations change to(or start with) an agile approach to operations, managers and some employees are supposed to be "agile leaders" often without being giv…
Security Assurance Cases for Road Vehicles: an Industry Perspective
Mazen Mohamad, Alexander Åström, Örjan Askerdal +2
Assurance cases are structured arguments that are commonly used to reason about the safety of a product or service. Currently, there is an ongoing push towards using assurance case…