My research groups
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Data Intensive Software Technologies and Applications (DISTA) The research group Data Intensive Software Technologies and Applications studies data-driven approaches, such as machine learning,…
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Data-driven Software and Information Quality Within the research area Data-driven Software and Information Quality, the objective of Linnaeus University Centre for Data Intensive Sciences and…
My completed research projects
Publications
Article in journal (Refereed)
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Ulan, M., Löwe, W., Ericsson, M., Wingkvist, A. (2021). Weighted software metrics aggregation and its application to defect prediction. Journal of Empirical Software Engineering. 26 (5).
Status: Published -
Ulan, M., Löwe, W., Ericsson, M., Wingkvist, A. (2021). Copula-based software metrics aggregation. Software quality journal. 29. 863-899.
Status: Published
Conference paper (Refereed)
- Ulan, M., Löwe, W., Ericsson, M., Wingkvist, A. (2020). Towards Meaningful Software Metrics Aggregation. Proceedings of the 18th Belgium- Netherlands Software Evolution Workshop.
- Ulan, M., Ericsson, M., Löwe, W., Wingkvist, A. (2019). Multi-criteria Ranking Based on Joint Distributions : A Tool to Support Decision Making. Perspectives in Business Informatics Research.BIR 2019 : 18th International Conference on Business Informatics Research. 74-88.
- Ulan, M., Löwe, W., Ericsson, M., Wingkvist, A. (2018). Introducing Quality Models Based On Joint Probabilities : Introducing Quality Models Based On Joint Probabilities. ICSE '18 Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings. 216-217.
- Ulan, M., Hönel, S., Martins, R.M., Ericsson, M., Löwe, W., et al. (2018). Quality Models Inside Out : Interactive Visualization of Software Metrics by Means of Joint Probabilities. Proceedings of the 2018 Sixth IEEE Working Conference on Software Visualization, (VISSOFT), Madrid, Spain, 2018. 65-75.
Other (Refereed)
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Ulan, M., Hönel, S., Martins, R.M., Ericsson, M., Löwe, W., et al. (2018). Artifact: Quality Models Inside Out : Interactive Visualization of Software Metrics by Means of Joint Probabilities.
The artifact is a VirtualBox virtual machine (VM). Part of this bundle is a file with instructions. Please read those first.
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Doctoral thesis, comprehensive summary (Other academic)
- Ulan, M. (2021). Aggregation as Unsupervised Learning in Software Engineering and Beyond. Doctoral Thesis. Växjö, Linnaeus University Press. 51.
Licentiate thesis, comprehensive summary (Other academic)
- Ulan, M. (2019). Foundation of Multi-Criteria Quality Scoring. Licentiate Thesis. Växjö, Linnaeus University Press.