Research output per year
Research output per year
Personal profile
Research interests
My most recent research focuses on developing novel methods for exploratory data analysis combining the capabilities of the human and the computer. My research interests spans from constraint-based reasoning to data analysis, and, in particular, the combinations therein. The publications listed here are an incomplete selection. For more information about my research interests and a complete list of publications, see my homepage or my Google Scholar profile.
Fields of Science
- 113 Computer and information sciences
International and National Collaboration
Publications and projects within past five years.
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Commitment Threshold – On Student Retention in MOOCs
Kaila, E. T., Laaksonen, A., Oikarinen, E. & Lemström, K., 2023, Proceedings of the 24th International Conference on Computer Systems and Technologies. Vassilev, T. & Trifonov, R. (eds.). ACM, p. 139-145Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Explaining any black box model using real data
Björklund, A., Henelius, A., Oikarinen, E., Kallonen, K. & Puolamäki, K., 8 Aug 2023, In: Frontiers in computer science. 5, 17 p., 1143904.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Visual Data Exploration as a Statistical Testing Procedure: Within-view and Between-view Multiple Comparisons
Savvides, R., Henelius, A., Oikarinen, E. & Puolamäki, K., Sept 2023, In: IEEE Transactions on Visualization and Computer Graphics. 29, 9, p. 3937-3948 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Finding statistically significant high accident counts in exploration of occupational accident data
Räsänen, T., Reiman, A., Puolamäki, K., Oikarinen, E. & Lantto, E., Sept 2022, In: Journal of Safety Research. 82, p. 28-37 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Robust regression via error tolerance
Björklund, A., Henelius, A., Oikarinen, E., Kallonen, K. & Puolamäki, K., Mar 2022, In: Data Mining and Knowledge Discovery. 36, 2, p. 781–810 30 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Datasets
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Datasets of Air Pollutants on Boulevard Type Streets and Software to Replicate Large-Eddy Simulations of Air Pollutant Concentrations Along Boulevard-Type Streets
Lange, M. J. (Creator), Suominen, H. J. (Creator), Kurppa, M. (Creator), Järvi, L. (Creator), Oikarinen, E. (Creator), Savvides, R. (Creator) & Puolamäki, K. (Creator), Zenodo, 2020
Dataset