Sparse Robust Regression for Explaining Classifiers

Anton Björklund; Andreas Henelius; Emilia Oikarinen; Kimmo Kallonen; Kai Puolamäki

doi:10.1007/978-3-030-33778-0_27

Sparse Robust Regression for Explaining Classifiers

Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki

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

Original language	English
Title of host publication	Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings
Editors	Petra Kralj Novak, Tomislav Šmuc, Sašo Džeroski
Number of pages	16
Place of Publication	Cham
Publisher	Springer Nature Switzerland
Publication date	28 Oct 2019
Pages	351-366
ISBN (Print)	978-3-030-33777-3
ISBN (Electronic)	978-3-030-33778-0
DOIs	https://doi.org/10.1007/978-3-030-33778-0_27
Publication status	Published - 28 Oct 2019
MoE publication type	A4 Article in conference proceedings
Event	International Conference on Discovery Science - Split, Croatia Duration: 28 Oct 2019 → 30 Oct 2019 Conference number: 22 https://ds2019.irb.hr/

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	11828
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Bibliographical note

Recipient of the best student paper award.

Fields of Science

113 Computer and information sciences

Access to Document

10.1007/978-3-030-33778-0_27Licence: CC BY

Björklund2019_Chapter_SparseRobustRegressionForExplaFinal published version, 1.2 MBLicence: CC BY

Cite this

Björklund, A., Henelius, A., Oikarinen, E., Kallonen, K., & Puolamäki, K. (2019). Sparse Robust Regression for Explaining Classifiers. In P. K. Novak, T. Šmuc, & S. Džeroski (Eds.), Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings (pp. 351-366). (Lecture Notes in Computer Science; Vol. 11828). Springer Nature Switzerland. https://doi.org/10.1007/978-3-030-33778-0_27

Björklund, Anton ; Henelius, Andreas ; Oikarinen, Emilia et al. / Sparse Robust Regression for Explaining Classifiers. Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings. editor / Petra Kralj Novak ; Tomislav Šmuc ; Sašo Džeroski. Cham : Springer Nature Switzerland, 2019. pp. 351-366 (Lecture Notes in Computer Science).

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author = "Anton Bj{\"o}rklund and Andreas Henelius and Emilia Oikarinen and Kimmo Kallonen and Kai Puolam{\"a}ki",

note = "Recipient of the best student paper award.; International Conference on Discovery Science, DS2019 ; Conference date: 28-10-2019 Through 30-10-2019",

year = "2019",

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Björklund, A, Henelius, A, Oikarinen, E, Kallonen, K & Puolamäki, K 2019, Sparse Robust Regression for Explaining Classifiers. in PK Novak, T Šmuc & S Džeroski (eds), Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings. Lecture Notes in Computer Science, vol. 11828, Springer Nature Switzerland, Cham, pp. 351-366, International Conference on Discovery Science, Split, Croatia, 28/10/2019. https://doi.org/10.1007/978-3-030-33778-0_27

Sparse Robust Regression for Explaining Classifiers. / Björklund, Anton; Henelius, Andreas; Oikarinen, Emilia et al.
Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings. ed. / Petra Kralj Novak; Tomislav Šmuc; Sašo Džeroski. Cham: Springer Nature Switzerland, 2019. p. 351-366 (Lecture Notes in Computer Science; Vol. 11828).

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

TY - GEN

T1 - Sparse Robust Regression for Explaining Classifiers

AU - Björklund, Anton

AU - Henelius, Andreas

AU - Oikarinen, Emilia

AU - Kallonen, Kimmo

AU - Puolamäki, Kai

N1 - Conference code: 22

PY - 2019/10/28

Y1 - 2019/10/28

KW - 113 Computer and information sciences

UR - https://github.com/edahelsinki/slise

U2 - 10.1007/978-3-030-33778-0_27

DO - 10.1007/978-3-030-33778-0_27

M3 - Conference contribution

SN - 978-3-030-33777-3

T3 - Lecture Notes in Computer Science

SP - 351

EP - 366

BT - Discovery Science

A2 - Novak, Petra Kralj

A2 - Šmuc, Tomislav

A2 - Džeroski, Sašo

PB - Springer Nature Switzerland

CY - Cham

T2 - International Conference on Discovery Science

Y2 - 28 October 2019 through 30 October 2019

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Björklund A, Henelius A, Oikarinen E, Kallonen K, Puolamäki K. Sparse Robust Regression for Explaining Classifiers. In Novak PK, Šmuc T, Džeroski S, editors, Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings. Cham: Springer Nature Switzerland. 2019. p. 351-366. (Lecture Notes in Computer Science). doi: 10.1007/978-3-030-33778-0_27

Sparse Robust Regression for Explaining Classifiers

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Bibliographical note

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