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  • PL 68 (Pietari Kalmin katu 5)



  • Finland


Research output per year

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Personal profile

Fields of Science

  • 113 Computer and information sciences
  • 112 Statistics and probability
  • 1171 Geosciences
  • atmospheric sciences

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


Interactive visual data exploration with subjective feedback: an information-theoretic approach

Puolamäki, K., Oikarinen, E., Kang, B., Lijffijt, J. & Bie, T. D., Jan 2020, In : Data Mining and Knowledge Discovery. 34, 1, p. 21–49 29 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Machine learning models to replicate large-eddy simulations of air pollutant concentrations along boulevard-type streets

Lange, M. J., Suominen, H. J., Kurppa, M., Järvi, L., Oikarinen, E., Savvides, R. & Puolamäki, K., 2020, (Submitted) In : Geoscientific Model Development.

Research output: Contribution to journalArticleScientificpeer-review


Supervised Human-Guided Data Exploration

Oikarinen, E., Puolamäki, K., Khoshrou, S. & Pechenizkiy, M., 2020, Machine Learning and Knowledge Discovery in Databases: International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I. Springer, Cham, p. 85-101 (Communications in Computer and Information Science; vol. 1167).

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

Open Access

A Constrained Randomization Approach to Interactive Visual Data Exploration with Subjective Feedback

Kang, B., Puolamäki, K., Lijffijt, J. & Bie, T. D., 18 Apr 2019, In : IEEE Transactions on Knowledge and Data Engineering. 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

A Gap Analysis of Low-Cost Outdoor Air Quality Sensor In-Field Calibration

Concas, F., Mineraud, J., Lagerspetz, E., Varjonen, S., Puolamäki, K., Nurmi, P. & Tarkoma, S., 2019, (Submitted)

Research output: Book/ReportBookScientific