Study Papers

Digging Deeper: Algorithms for Computationally-Limited Searches in Astronomy

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Papers:

M. Brescia, M.,
S. Cavuoti, S.,
G. Longo, G.,
A. Nocella, A.,
M. Garofalo,
F. Manna, F.,
F. Esposito,
G. Albano,
M. Guglielmo,
G. D'Angelo, G.,
A. Di Guido, A.,
S. G. Djorgovski,
C. Donalek,
A. Mahabal, A.,
M. Graham,
M. Fiore,
R. D'Abrusco
"DAMEWARE: A Web Cyberinfrastructure for Astrophysical Data Mining", Publications of The Astronomical Society of the Pacific,
126:783–797.
August, 2014. (pdf)
S. G. Djorgovski,
A. Mahabal,
C. Donalek,
M. Graham,
A. Drake,
M. Turmon,
T. Fuchs
"Automated Real-Time Classification and Decision Making in Massive Data Streams from Synoptic Sky Surveys", Proc. IEEE e-Science 2014, ed. C. Medeiros, p. 204, IEEE press; 2014 IEEE 10th International Conference on eScience. 2014.
(pdf)
M. J. Graham,
S. G. Djorgovski,
A. J. Drake,
A. Mahabal,
M. Chang,
D. Stern,
C. Donalek,
E. Glikman
"A novel variability-based method for quasar selection: evidence for a rest frame ~54 day characteristic timescale", arXiv:1401.1785v1 [astro-ph.CO]. January 9, 2014. (pdf)
C. Donalek,
S. G. Djorgovski,
A. Mahabal,
M. J. Graham,
A. J. Drake, et al.
"Feature Selection Strategies for Classifying High Dimensional Astronomical Data Sets",Big Data, 2013 IEEE International Conference.
October 6-9, 2013. (pdf)
M. J. Graham,
A. J. Drake,
S. G. Djorgovski,
A. A. Mahabal,
C. Donalek
"Using conditional entropy to identify periodicity", Monthly Notices of the Royal Astronomical Society.
September 21, 2013. (pdf)
M. Graham,
A. Drake,
S. Djorgovski,
A. Mahabal,
C. Donalek,
V. Duan, A. Maker
"A comparison of period finding algorithms", Monthly Notices of the Royal Astronomical Society.
August 1, 2013. (pdf)
M. J. Graham,
S. G. Djorgovski,
A. A. Mahabal,
C. Donalek,
A. J. Drake
"Machine-assisted discovery of relationships in astronomy", Monthly Notices of the Royal Astronomical Society. March 20, 2013. (pdf)
D. R. Thompson,
S. Burke-Spolaor,
A. T. Deller,
W. A. Majid,
D. Palaniswamy,
S. Tingay,
K. Wagstaff,
R. B. Wayth
"Real Time Adaptive Event Detection in Astronomical Data Streams: Lessons from the VLBA." IEEE Intelligent Systems. January 26, 2013. (pdf)
S. G. Djorgovski,
A. A. Mahabal,
C. Donalek,
M. J. Graham,
A. J. Drake,
B. Moghaddam,
M. Turmon
"Flashes in a star stream: Automated classification of astronomical transient events", E-Science (e-Science), 2012 IEEE 8th International Conference.
October 8-12, 2012. (pdf)
J. D. Scargle,
J. P. Norris,
B. Jackson,
J. Chiang,
"Studies in Astronomical Time Series Analysis. VI. Bayesian Block Representations", arXiv:1207.5578v3 [astro-ph.IM].
August 6, 2012. (pdf)

Media:

For questions contact: George Djorgovski, Curt Cutler, Bruce Elmegreen or Michele Judd


George Djorgovski

Study Co-Lead George Djorgovski from Caltech.

Curt Cutler

Study Co-Lead Curt Cutler from JPL.

Bruce Elmegreen

Study Co-Lead Bruce Elmegreen from IBM.