Active galactic nucleus selection in the AKARI NEP-Deep field with the fuzzy support vector machine algorithm

Author:

Poliszczuk Artem1,Solarz Aleksandra1,Pollo Agnieszka12,Bilicki Maciej34ORCID,Takeuchi Tsutomu T5,Matsuhara Hideo6,Goto Tomotsugu7,Takagi Toshinobu8,Wada Takehiko6,Ohyama Yoichi9,Hanami Hitoshi10,Miyaji Takamitsu11,Oi Nagisa12,Malkan Matthew13,Murata Kazumi14,Kim Helen13,Tello Jorge Díaz11,

Affiliation:

1. National Centre for Nuclear Research, ul.Pasteura 7, Room 523, 02-093 Warsaw, Poland

2. Astronomical Observatory of the Jagiellonian University, ul.Orla 171, 30-244 Krakow, Poland

3. Center for Theoretical Physics, Polish Academy of Sciences, al. Lotników 32/46, 02-668, Warsaw, Poland

4. Leiden Observatory, Leiden University, P.O. Box 9513, 2300RA Leiden, The Netherlands

5. Division of Particle and Astrophysical Science, Graduate School of Science, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi 464-8602, Japan

6. Institute of Space and Astronautical Science, Japan Aerospace Exploration Agency, 3-1-1 Yoshinodai, Chuo-ku, Sagamihara, Kanagawa 252-5210, Japan

7. National Tsing hua University, No. 101, Section 2, Kuang-Fu Road, Hsinchu, Taiwan 30013

8. Japan Space Forum, 3-2-1 Kandasurugadai, Chiyoda-ku, Tokyo 101-0062, Japan

9. Academia Sinica Institute of Astronomy and Astrophysics, P.O. Box 23-141, Taipei 10617, Taiwan

10. Physics Section, Faculty of Humanities and Social Sciences, Iwate University, 3-18-8 Ueda, Morioka, Iwate 020-8550, Japan

11. Instituto de Astronomía sede Ensenada, Universidad Nacional Autónoma de México, Ensenada, BC, 22860, Mexico

12. Tokyo University of Science, 1-3 Kagurazaka, Shinjuku-ku, Tokyo 162-8601, Japan

13. Department of Physics and Astronomy, UCLA, Los Angeles, CA 90095-1547, USA

14. Hosei University, 3-7-2 Kajino-cho, Koganei, Tokyo 184-1584, Japan

Funder

Ministry of Science and Higher Education

National Science Centre

Netherlands Organization for Scientific Research

Ministry of Science and Technology of Taiwan

Publisher

Oxford University Press (OUP)

Subject

Space and Planetary Science,Astronomy and Astrophysics

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