Optimizing spectroscopic follow-up strategies for supernova photometric classification with active learning

E.~E.~O. Ishida; R. Beck; S. González-Gaitán; R.~S. de Souza; A. Krone-Martins; J.~W. Barrett; N. Kennamer; R. Vilalta; J.~M. Burgess; B. Quint; A.~Z. Vitorelli; A. Mahabal; E. Gangler; COIN Collaboration

doi:10.1093/mnras/sty3015

Optimizing spectroscopic follow-up strategies for supernova photometric classification with active learning

E.~E.~O. Ishida, R. Beck, S. González-Gaitán, R.~S. de Souza, A. Krone-Martins, J.~W. Barrett, N. Kennamer, R. Vilalta, J.~M. Burgess, B. Quint, A.~Z. Vitorelli, A. Mahabal, E. Gangler, COIN Collaboration

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	2-18
Number of pages	17
Journal	Monthly Notices of the Royal Astronomical Society
Volume	483
Issue number	1
DOIs	https://doi.org/10.1093/mnras/sty3015
Publication status	Published - 1 Feb 2019

Keywords

methods: data analysis
methods: observational
supernovae: general
Astrophysics - Instrumentation and Methods for Astrophysics
Astrophysics - Cosmology and Nongalactic Astrophysics

Access to Document

10.1093/mnras/sty3015

Cite this

Ishida, E. E. O., Beck, R., González-Gaitán, S., de Souza, R. S., Krone-Martins, A., Barrett, J. W., Kennamer, N., Vilalta, R., Burgess, J. M., Quint, B., Vitorelli, A. Z., Mahabal, A., Gangler, E., & Collaboration, COIN. (2019). Optimizing spectroscopic follow-up strategies for supernova photometric classification with active learning. Monthly Notices of the Royal Astronomical Society, 483(1), 2-18. https://doi.org/10.1093/mnras/sty3015

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author = "E.~E.~O. Ishida and R. Beck and S. Gonz{\'a}lez-Gait{\'a}n and {de Souza}, R.~S. and A. Krone-Martins and J.~W. Barrett and N. Kennamer and R. Vilalta and J.~M. Burgess and B. Quint and A.~Z. Vitorelli and A. Mahabal and E. Gangler and COIN Collaboration",

year = "2019",

month = feb,

day = "1",

doi = "10.1093/mnras/sty3015",

language = "English",

volume = "483",

pages = "2--18",

journal = "Monthly Notices of the Royal Astronomical Society",

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Ishida, EEO, Beck, R, González-Gaitán, S, de Souza, RS, Krone-Martins, A, Barrett, JW, Kennamer, N, Vilalta, R, Burgess, JM, Quint, B, Vitorelli, AZ, Mahabal, A, Gangler, E & Collaboration, COIN 2019, 'Optimizing spectroscopic follow-up strategies for supernova photometric classification with active learning', Monthly Notices of the Royal Astronomical Society, vol. 483, no. 1, pp. 2-18. https://doi.org/10.1093/mnras/sty3015

TY - JOUR

T1 - Optimizing spectroscopic follow-up strategies for supernova photometric classification with active learning

AU - Ishida, E.~E.~O.

AU - Beck, R.

AU - González-Gaitán, S.

AU - de Souza, R.~S.

AU - Krone-Martins, A.

AU - Barrett, J.~W.

AU - Kennamer, N.

AU - Vilalta, R.

AU - Burgess, J.~M.

AU - Quint, B.

AU - Vitorelli, A.~Z.

AU - Mahabal, A.

AU - Gangler, E.

AU - Collaboration, COIN

PY - 2019/2/1

Y1 - 2019/2/1

KW - methods: data analysis

KW - methods: observational

KW - supernovae: general

KW - Astrophysics - Instrumentation and Methods for Astrophysics

KW - Astrophysics - Cosmology and Nongalactic Astrophysics

U2 - 10.1093/mnras/sty3015

DO - 10.1093/mnras/sty3015

M3 - Article

SN - 0035-8711

VL - 483

SP - 2

EP - 18

JO - Monthly Notices of the Royal Astronomical Society

JF - Monthly Notices of the Royal Astronomical Society

IS - 1

ER -