Interactive Causal Structure Discovery in Earth System Sciences

Laila Melkas; Rafael Savvides; Suyog Halasinamara Chandramouli; Jarmo Samuli Mäkelä; Tuomo Nieminen; Ivan Mammarella; Kai Puolamäki

Interactive Causal Structure Discovery in Earth System Sciences

Laila Melkas, Rafael Savvides, Suyog Halasinamara Chandramouli, Jarmo Samuli Mäkelä, Tuomo Nieminen, Ivan Mammarella, Kai Puolamäki

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	The KDD'21 Workshop on Causal Discovery, 15 August 2021, Singapore
Editors	Thuc Duy Le ... et al.
Number of pages	23
Publisher	Journal of Machine Learning Research
Publication date	2021
Pages	3-25
Publication status	Published - 2021
MoE publication type	A4 Article in conference proceedings
Event	ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Virtual) - Singapore, Singapore Duration: 14 Aug 2021 → 18 Aug 2021 Conference number: 27 https://www.kdd.org

Publication series

Name	Proceedings of Machine Learning Research
Volume	150
ISSN (Electronic)	2640-3498

Fields of Science

113 Computer and information sciences

Access to Document

melkas21aFinal published version, 414 KBLicence: CC BY

http://proceedings.mlr.press/v150/melkas21a.htmlLicence: CC BY

Cite this

Melkas, L., Savvides, R., Halasinamara Chandramouli, S., Mäkelä, J. S., Nieminen, T., Mammarella, I., & Puolamäki, K. (2021). Interactive Causal Structure Discovery in Earth System Sciences. In T. D. Le ... et al. (Ed.), The KDD'21 Workshop on Causal Discovery, 15 August 2021, Singapore (pp. 3-25). (Proceedings of Machine Learning Research; Vol. 150). Journal of Machine Learning Research. http://proceedings.mlr.press/v150/melkas21a.html

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title = "Interactive Causal Structure Discovery in Earth System Sciences",

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author = "Laila Melkas and Rafael Savvides and {Halasinamara Chandramouli}, Suyog and M{\"a}kel{\"a}, {Jarmo Samuli} and Tuomo Nieminen and Ivan Mammarella and Kai Puolam{\"a}ki",

year = "2021",

language = "English",

series = "Proceedings of Machine Learning Research",

publisher = "Journal of Machine Learning Research",

pages = "3--25",

editor = "{Le ... et al.}, {Thuc Duy }",

booktitle = "The KDD'21 Workshop on Causal Discovery, 15 August 2021, Singapore",

address = "United States",

note = "ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Virtual), KDD'21 ; Conference date: 14-08-2021 Through 18-08-2021",

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Melkas, L, Savvides, R, Halasinamara Chandramouli, S, Mäkelä, JS, Nieminen, T , Mammarella, I & Puolamäki, K 2021, Interactive Causal Structure Discovery in Earth System Sciences. in TD Le ... et al. (ed.), The KDD'21 Workshop on Causal Discovery, 15 August 2021, Singapore. Proceedings of Machine Learning Research, vol. 150, Journal of Machine Learning Research, pp. 3-25, ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Virtual), Singapore, Singapore, 14/08/2021. <http://proceedings.mlr.press/v150/melkas21a.html>

Interactive Causal Structure Discovery in Earth System Sciences. / Melkas, Laila; Savvides, Rafael; Halasinamara Chandramouli, Suyog et al.

The KDD'21 Workshop on Causal Discovery, 15 August 2021, Singapore. ed. / Thuc Duy Le ... et al. Journal of Machine Learning Research, 2021. p. 3-25 (Proceedings of Machine Learning Research; Vol. 150).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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T1 - Interactive Causal Structure Discovery in Earth System Sciences

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AU - Savvides, Rafael

AU - Halasinamara Chandramouli, Suyog

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AU - Nieminen, Tuomo

AU - Mammarella, Ivan

AU - Puolamäki, Kai

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BT - The KDD'21 Workshop on Causal Discovery, 15 August 2021, Singapore

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T2 - ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Virtual)

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ER -