Emilia Oikarinen

Person

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.

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Latest publications

  1. Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach

    Puolamäki, K. R., Oikarinen, E. K., Kang, B., Lijffijt, J. & Bie, T. D., 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE). Piscataway, NJ: IEEE, p. 1208-1211 4 p. (Data engineering ).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  2. Subjectively Interesting Subgroup Discovery on Real-valued Targets

    Lijffijt, J., Kang, B., Duivesteijn, W., Puolamäki, K. R., Oikarinen, E. K. & Bie, T. D., 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE). Piscataway, NJ: IEEE, p. 1352-1355 4 p. (Data engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. Tiler: Software for Human-Guided Data Exploration

    Henelius, D. A., Oikarinen, E. K. & Puolamäki, K. R., 2018, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018 Dublin, Ireland, September 10-14, 2018, Proceedings, Part III . Brefeld, U., Curry, E., Daly, E., MacNamee, B., Marascu, A., Pinelli, F., Berlingerio, M. & Hurley, N. (eds.). Cham: Springer, p. 672-676 15 p. (Lecture Notes in Computer Science; vol. 11503).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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