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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2022
License: CC BY
Data sources: ZENODO
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Interactive Causal Structure Discovery with Hyytiälä measurements (experiment code and data)

Research datakeyboard_double_arrow_right Dataset 12 Apr 2022 English Publisher:Zenodo
Authors: Melkas, Laila; Mäkelä, Jarmo; Chandramouli, Suyog; Mammarella, Ivan; Nieminen, Tuomo; Puolamäki, Kai; Savvides, Rafael;

doi: 10.5281/zenodo.6451930 , 10.5281/zenodo.6451931

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

Abstract

This 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.

Related Organizations
Keywords

Causal structure discovery, Interactive workflows, Domain knowledge, User interactions, Directed acyclic graph

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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