• PL 68 (Pietari Kalmin katu 5))

    00014

    Finland

20102019
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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.

Keywords

  • 113 Computer and information sciences

International and National Collaboration Publications and projects within past five years.

Publications 2010 2019

  • 7 Conference contribution
  • 4 Article

Significance of Patterns in Data Visualisations

Savvides, R., Henelius, A., Oikarinen, E. & Puolamäki, K., 2019, Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.

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

Open Access

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

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

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

Multivariate Confidence Intervals

Korpela, J., Oikarinen, E., Puolamäki, K. & Ukkonen, A., 2017, Proceedings of the 2017 SIAM International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017.. p. 696-704 9 p.

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

Press / Media

Workshop on logic and search (LASH 2014)

Emilia Oikarinen

30/03/2014

1 item of media coverage

Press/Media: Press / Media