Leif Jonsson, Ph. D.
Leif Jonsson, Ph. D.
Verified email at liu.se - Homepage
TitleCited byYear
Automated bug assignment: Ensemble-based machine learning in large scale industrial contexts
L Jonsson, M Borg, D Broman, K Sandahl, S Eldh, P Runeson
Empirical Software Engineering 21 (4), 1533-1578, 2016
572016
Towards automated anomaly report assignment in large complex systems using stacked generalization
L Jonsson, D Broman, K Sandahl, S Eldh
2012 IEEE Fifth International Conference on Software Testing, Verification …, 2012
142012
Polya Urn Latent Dirichlet Allocation: a doubly sparse massively parallel sampler
A Terenin, M Magnusson, L Jonsson, D Draper
IEEE transactions on pattern analysis and machine intelligence 41 (7), 1709-1719, 2018
10*2018
DOLDA: a regularized supervised topic model for high-dimensional multi-class regression
M Magnusson, L Jonsson, M Villani
Computational Statistics, 1-27, 2016
82016
Parallelizing LDA using partially collapsed Gibbs sampling
M Magnusson, L Jonsson, M Villani, D Broman
ArXiv e-prints, 2015
72015
Automatic Localization of Bugs to Faulty Components in Large Scale Software Systems using Bayesian Classification
L Jonsson, D Broman, M Magnusson, K Sandahl, M Villani, S Eldh
2016 IEEE International Conference on Software Quality, Reliability and …, 2016
62016
Increasing anomaly handling efficiency in large organizations using applied machine learning
L Jonsson
2013 35th International Conference on Software Engineering (ICSE), 1361-1364, 2013
52013
Sparse partially collapsed mcmc for parallel inference in topic models
M Magnusson, L Jonsson, M Villani, D Broman
Journal of Computational and Graphical Statistics 27 (2), 449-463, 2018
42018
Machine Learning-Based Bug Handling in Large-Scale Software Development
L Jonsson
Linköping University Electronic Press, 2018
22018
The More the Merrier: Leveraging on the Bug Inflow to Guide Software Maintenance
M Borg, L Jonsson
Tiny Transactions on Computer Science 3, 2015
2015
Multinomial probit latent dirichlet allocation
M Magnusson, L Jonsson, M Villani
2014
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Articles 1–11