22 citations · 28 across the 3 of their papers we have counts for
3 papers
A Unified Active Learning Framework for Annotating Graph Data with Application to Software Source Code Performance Prediction
Peter Samoaa, Linus Aronsson, Antonio Longa +2
Most machine learning and data analytics applications, including performance engineering in software systems, require a large number of annotations and labelled data, which might n…
Correlation Clustering with Active Learning of Pairwise Similarities
Linus Aronsson, Morteza Haghir Chehreghani
Correlation clustering is a well-known unsupervised learning setting that deals with positive and negative pairwise similarities. In this paper, we study the case where the pairwis…
Active Learning of Driving Scenario Trajectories
Sanna Jarl, Linus Aronsson, Sadegh Rahrovani +1
Annotated driving scenario trajectories are crucial for verification and validation of autonomous vehicles. However, annotation of such trajectories based only on explicit rules (i…