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

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

Originalspråk	engelska
Titel på värdpublikation	The KDD'21 Workshop on Causal Discovery, 15 August 2021, Singapore
Redaktörer	Thuc Duy Le ... et al.
Antal sidor	23
Förlag	Journal of Machine Learning Research
Utgivningsdatum	2021
Sidor	3-25
Status	Publicerad - 2021
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Virtual) - Singapore, Singapore Varaktighet: 14 aug. 2021 → 18 aug. 2021 Konferensnummer: 27 https://www.kdd.org

Publikationsserier

Namn	Proceedings of Machine Learning Research
Volym	150
ISSN (elektroniskt)	2640-3498

Vetenskapsgrenar

113 Data- och informationsvetenskap

Åtkomst av dokument

melkas21aSlutlig publicerad version, 414 KBLicens: CC BY

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

Citera det här

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. I T. D. Le ... et al. (Red.), The KDD'21 Workshop on Causal Discovery, 15 August 2021, Singapore (s. 3-25). (Proceedings of Machine Learning Research; Vol. 150). Journal of Machine Learning Research. http://proceedings.mlr.press/v150/melkas21a.html

@inproceedings{3b1b284e64bd4db0b5574159bd5f8546,

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

keywords = "113 Computer and information sciences",

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",

url = "https://www.kdd.org",

}

Melkas, L, Savvides, R, Halasinamara Chandramouli, S, Mäkelä, JS, Nieminen, T , Mammarella, I & Puolamäki, K 2021, Interactive Causal Structure Discovery in Earth System Sciences. i TD Le ... et al. (red.), The KDD'21 Workshop on Causal Discovery, 15 August 2021, Singapore. Proceedings of Machine Learning Research, vol. 150, Journal of Machine Learning Research, s. 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. red. / Thuc Duy Le ... et al. Journal of Machine Learning Research, 2021. s. 3-25 (Proceedings of Machine Learning Research; Vol. 150).

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

TY - GEN

T1 - Interactive Causal Structure Discovery in Earth System Sciences

AU - Melkas, Laila

AU - Savvides, Rafael

AU - Halasinamara Chandramouli, Suyog

AU - Mäkelä, Jarmo Samuli

AU - Nieminen, Tuomo

AU - Mammarella, Ivan

AU - Puolamäki, Kai

N1 - Conference code: 27

PY - 2021

Y1 - 2021

KW - 113 Computer and information sciences

M3 - Conference contribution

T3 - Proceedings of Machine Learning Research

SP - 3

EP - 25

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

A2 - Le ... et al., Thuc Duy

PB - Journal of Machine Learning Research

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

Y2 - 14 August 2021 through 18 August 2021

ER -