Interactive Causal Structure Discovery with Hyytiälä measurements (experiment code and data)

dc.contributor.affiliationUniversity of Helsinki - Melkas, Laila
dc.contributor.affiliationUniversity of Helsinki - Mäkelä, Jarmo
dc.contributor.affiliationUniversity of Helsinki - Chandramouli, Suyog
dc.contributor.affiliationUniversity of Helsinki - Mammarella, Ivan
dc.contributor.affiliationUniversity of Helsinki - Nieminen, Tuomo
dc.contributor.affiliationUniversity of Helsinki - Puolamäki, Kai
dc.contributor.affiliationUniversity of Helsinki - Savvides, Rafael
dc.contributor.authorMelkas, Laila
dc.contributor.authorMäkelä, Jarmo
dc.contributor.authorChandramouli, Suyog
dc.contributor.authorMammarella, Ivan
dc.contributor.authorNieminen, Tuomo
dc.contributor.authorPuolamäki, Kai
dc.contributor.authorSavvides, Rafael
dc.date.accessioned2025-03-24T15:11:42Z
dc.date.issued2022-04-12
dc.date.issued2022-04-12
dc.descriptionThis archive contains code and data required to reproduce the results presented in the following two papers. Interactive Causal Structure Discovery in Earth System Sciences published in Proceedings of The KDD'21 Workshop on Causal Discovery, 2021. Technical note: incorporating expert domain knowledge into causal structure discovery workflows published in Biogeosciences, 2022 The archive contains a README markdown document detailing the contents and how to run the experiments.  
dc.identifierhttps://doi.org/10.5281/zenodo.6451931
dc.identifier.urihttps://hydatakatalogi-test-24.it.helsinki.fi/handle/123456789/9325
dc.rightsOpen
dc.rights.licensecc-by-4.0
dc.subjectCausal structure discovery
dc.subjectDirected acyclic graph
dc.subjectInteractive workflows
dc.subjectUser interactions
dc.subjectDomain knowledge
dc.titleInteractive Causal Structure Discovery with Hyytiälä measurements (experiment code and data)
dc.typedataset
dc.typedataset
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