Machine-assisted discovery of relationships in astronomy

Monthly Notices of the Royal Astronomical Society

Volumn 431, Issue 3, 2013, Pages 2371-2384

  Graham, Matthew J ^a   Djorgovski, S G ^a   Mahabal, Ashish A ^a   Donalek, Ciro ^a   Drake, Andrew J ^a  

^a CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Data analysis astronomical data bases; Methods; Miscellaneous virtual observatory tools

Indexed keywords

EID: 84877058879     PISSN: 00358711     EISSN: 13652966     Source Type: Journal    
DOI: 10.1093/mnras/stt329     Document Type: Article

References (49)

1. Ball N. M., Brunner R. J., 2010, Int. J. Mod. Phys. D, 19, 1049
2. Beaumont C. N., Williams J. P., Goodman A. A., 2011, ApJ, 741, 14
3. Bergbusch P. A., Stetson P. B., 2009, AJ, 138, 1455
4. Bloom J. S., Richards J.W., 2012, inWayM. J., Scargle J. D., KamalM. A., Srivastava A. N., eds, Advances in Machine Learning and Data Mining for Astronomy. CRC Press, Taylor & Francis Group, p. 89
5. Butler N. R., Bloom J. S., 2011, AJ, 141, 93
6. Chawla N V., 2010, in Maimon O., Rokach L., eds, The Data Mining and Knowledge Discovery Handbook. Springer, Berlin, p. 875
7. Cover T. M., 1974, IEEE Trans. Syst. Man Cybern., 4, 116
8. Cubitt T. S., Eisert J., Wolf M. M., 2012, Phys. Rev. Lett., 108, 120503
9. Debosscher J., Sarro L. M., Aerts C., Cuypers J., Vandenbussche B., Garrido R., Solano E., 2007, A&A, 475, 1159
10. Djorgovski S., Davis M., 1987, ApJ, 313, 59 (DD87)
11. Djorgovski S. G. et al., 2012a, in Mihara T., Serino M., eds, Special Publ.- IPCR-127: The FirstYear of MAXI:MonitoringVariable X-ray Sources. RIKEN, Tokyo, p. 263
12. Djorgovski S. G., Mahabal A., Donalek C., Graham M. J., Drake A., Moghaddam B., Turmon M., 2012b, IEEE Proc. e-Science, in press (arXiv:1209.1681)
13. Drake A. J. et al., 2009, ApJ, 696, 870
14. Dressler A., Lynden-Bell D., Burstein D., Davies R. L., Faber S. M., Terlevich R., Wegner G., 1987, ApJ, 313, 42
15. Dubath P. et al., 2011, MNRAS, 414, 2602
16. Francis P. J., Hewett P. C., Foltz C. B., Chaffee F. H., 1992, ApJ, 398, 476
17. Graczyk D., Eyer L., 2010, Acta Astron., 60, 109
18. Guzman R., Lucey J. R., Bower R. G., 1993, MNRAS, 265, 731
19. Ivezic Z. et al., 2008, ApJ, 684, 287
20. Joyce M., Sylos Labini F., Gabrielli A., Montuori M, Pietronero L., 2005, A&A, 443, 11
21. Karak B. B., Dutta J., Mukhopadhyay B., 2010, ApJ, 708, 862
22. Kessler R. et al., 2010, PASP, 122, 1415
23. Kohonen T., 1982, Biol. Cybern., 43, 49
24. Koza J R., 1992, Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, MA
25. Kozachenko L. F., Leonenko N. N., 1987, Probl. Inf. Transm., 23, 95
26. Lane R. R. et al., 2011, A&A, 530, 31
27. Liu C., Bailer-Jones C. A. L., Sordo R., Vallenari A., Borrachero R., Luri X., Sartoretti P., 2012, MNRAS, 426, 2463
28. Lomb N. R., 1976, Ap&SS, 39, 447
29. Lupton R, 2005, Available at: http://www.sdss3.org/dr9/algorithms/ sdssUBVRITransform.php
30. Mahabal A. et al., 2011, Bull. Astr. Soc. India, 39, 387
31. Ochsenbein F., Bauer P., Marcout J., 2000, A&AS, 143, 221
32. Oliver S. G. et al., 2004, Nat, 427, 247
33. Peng H., Long F., Ding C., 2005, IEEE Trans. Pattern Anal. Mach. Intell., 28, 5, 1726
34. Reshef D. N. et al., 2011, Sci, 334, 1518
35. Richards J. et al., 2011, ApJ, 733, 10
36. Scargle J. D., 1982, ApJ, 263, 835
37. Schmidt M., Lipson H., 2009, Sci, 324, 81
38. Sesar B., 2011, inMcwilliam A., ed., RR Lyrae Stars, Metal-Poor Stars, and the Galaxy, Carnegie Observatories Astrophysics Series, Vol. 5. The Observatories of the Carnegie Institution ofWashington, Pasadena, CA, p. 135
39. Siebert A. et al., 2011, AJ, 141, 187
40. Smith H. A., Catelan M., Kuehn C., 2011, inMcWilliam A., ed., RR Lyrae Stars, Metal-Poor Stars, and the Galaxy. Carnegie Observatories Astrophysics Series, Vol. 5. The Observatories of the Carnegie Institution of Washington, Pasadena, CA, p. 17
41. Sparkes A. et al., 2010, Autom. Exp., 2, 1
42. Speed T., 2011, Sci, 304, 1502
43. Vasconcellos E. C., de Carvalho R. R., Gal R. R., LaBarbera F. L., Capelato H. V., Frago Campos Velho H., Trevisan M., Ruiz R. S. R., 2011, AJ, 141, 189
44. Watson C., Henden A. A., Price A., 2006, The Society for Astronomical Sciences 25th Annual Symposium on Telescope Science. The Society for Astronomical Sciences, Rancho Cucamonga, p. 47
45. Weiss G. M., Provost F., 2003, J. Artif. Intell. Res., 19, 315
46. Wilson R. E., Hurley J. R., 2003, MNRAS, 344, 1175
47. Yanny B. et al., 2009, AJ, 137, 4377
48. Zaninetti L., 2008, Serb. Astron. J., 177, 73
49. Zwitter T. et al., 2008, AJ, 136, 421