Research output per year
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.
-
Comment on "Estimating causal networks in biosphere–atmosphere interaction with the PCMCI approach"
Mäkelä, J. S., Melkas, L., Mammarella, I., Nieminen, T., Halasinamara Chandramouli, S., Savvides, R. & Puolamäki, K., 2021, (Submitted) In: Biogeosciences Discussions. 2021, p. 1-6 6 p.Research output: Contribution to journal › Article › Scientific › peer-review
File -
Detecting virtual concept drift of regressors without ground truth values
Oikarinen, E., Tiittanen, H. E., Henelius, A. & Puolamäki, K., 2021, In: Data Mining and Knowledge Discovery. 35, p. 726–747 22 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Guided Visual Exploration of Relations in Data Sets
Puolamäki, K., Oikarinen, E. & Henelius, A., 2021, In: Journal of Machine Learning Research. 22, 96, p. 1-32 32 p., 96.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Interactive Causal Structure Discovery in Earth System Sciences
Melkas, L., Savvides, R., Halasinamara Chandramouli, S., Mäkelä, J. S., Nieminen, T., Mammarella, I. & Puolamäki, K., 2021, The KDD'21 Workshop on Causal Discovery, 15 August 2021, Singapore. Le ... et al., T. D. (ed.). Journal of Machine Learning Research, p. 3-25 23 p. (Proceedings of Machine Learning Research; vol. 150).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis
Concas, F., Mineraud, J., Lagerspetz, E., Varjonen, S., Liu, X., Puolamäki, K., Nurmi, P. & Tarkoma, S., 28 May 2021, In: ACM transactions on sensor networks. 17, 2, p. 1-44 44 p., 20.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile