Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
International and National Collaboration
Publications and projects within past five years.
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Technical note: Incorporating expert domain knowledge into causal structure discovery workflows
Mäkelä, J. S., Melkas, L., Mammarella, I., Nieminen, T., Halasinamara Chandramouli, S., Savvides, R. & Puolamäki, K., 19 Apr 2022, In: Biogeosciences. 19, 8, p. 2095-2099 5 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Extraordinary claims, extraordinary evidence? A discussion
Shiffrin, R. M., Matzke, D., Crystal, J. D., Wagenmakers, E. -J., Chandramouli, S. H., Vandekerckhove, J., Zorzi, M., Morey, R. D. & Murphy, M. C., Sep 2021, In: Learning & Behavior. 49, 3, p. 265-275 11 p.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
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