Research output per year
Research output per year
Personal profile
Description of research and teaching
Please see my research group website and personal homepage for more information (jobs).
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.
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Advances in Intelligent Data Analysis XXIII: 23rd International Symposium on Intelligent Data Analysis, IDA 2025, Konstanz, Germany, May 7–9, 2025, Proceedings
Krempl, G., Puolamäki, K. & Miliou, I., 2025, Springer. 486 p. (Lecture Notes in Computer Science)Research output: Book/Report › Anthology or special issue › Scientific › peer-review
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Fast and Understandable Nonlinear Supervised Dimensionality Reduction
Patron, A. A., Savvides, R., Franzon, L. J., Luu, H. P. H. & Puolamäki, K., 2025, Discovery Science: 27th International Conference, DS 2024, Pisa, Italy, October 14-16, 2024, Proceedings, Part I. Pedreschi, D., Monreale, A., Guidotti, R., Pellungrini, R. & Naretto, F. (eds.). Cham: Springer, p. 385-400 16 p. (Lecture Notes in Computer Science; vol. 15243).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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A novel probabilistic source apportionment approach: Bayesian auto-correlated matrix factorization
Rusanen, A., Björklund, A., Manousakas, M. I., Jiang, J., Kulmala, M., Puolamäki, K. & Dällenbach, K., 2024, In: Atmospheric Measurement Techniques. 17, 4, p. 1251-1277 27 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Error bounds for any regression model using Gaussian processes with gradient information
Savvides, R., Luu, H. P. H. & Puolamäki, K., 2024, In: Proceedings of Machine Learning Research. 238, p. 397-405 9 p.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile -
Non-geodesically-convex optimization in the Wasserstein space
Luu, H. P. H., Yu, H., Williams Moreno Sanchez, B., Mikkola, P., Hartmann, M., Puolamäki, K. & Klami, A., Dec 2024, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Curran Associates Inc., (Advances in Neural Information Processing Systems (NeurIPS); vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access
Projects
- 1 Active
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VILMA: Virtual laboratory for molecular level atmospheric transformations
Puolamäki, K. (Project manager), Savvides, R. (Participant) & Seppäläinen, L. S. (Participant)
01/01/2024 → 31/12/2026
Project: Research Council of Finland: Centre of Exellence
Datasets
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Interactive Causal Structure Discovery with Hyytiälä measurements (experiment code and data)
Melkas, L. (Creator), Mäkelä, J. S. (Creator), Halasinamara Chandramouli, S. (Creator), Mammarella, I. (Creator), Nieminen, T. (Creator), Puolamäki, K. (Creator) & Savvides, R. (Creator), Zenodo, 2022
Dataset
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Datasets of Air Pollutants on Boulevard Type Streets and Software to Replicate Large-Eddy Simulations of Air Pollutant Concentrations Along Boulevard-Type Streets
Lange, M. J. (Creator), Suominen, H. J. (Creator), Kurppa, M. (Creator), Järvi, L. (Creator), Oikarinen, E. (Creator), Savvides, R. (Creator) & Puolamäki, K. (Creator), Zenodo, 2020
Dataset
Activities
- 1 Opponent of doctoral dissertation
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Machine Learning-Based Weather Impact Forecasting
Puolamäki, K. (Opponent)
2021Activity: Examination types › Opponent of doctoral dissertation
Press/Media
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Academia and business join forces to develop AI in Finland
05/03/2018
1 item of Media coverage
Press/Media: Press / Media