Research Output per year
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.
Publications
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 journal › Article › Scientific › peer-review
Open Access
File
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 journal › Article › Scientific › peer-review
File
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 proceeding › Conference contribution › Scientific › peer-review
Open Access
File
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 journal › Article › Scientific › peer-review
Open Access
File
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/Report › Book › Scientific
File