KECK INSTITUTE FOR SPACE STUDIES

       

Papers:

  • Djorgovski, S. G. and Graham, M. J. and Donalek, C. and Mahabal, A. A. et al. (2015) Real-Time Data Mining of Massive Data Streams from Synoptic Sky Surveys. Future Generation Computer Systems PDF
  • Graham, Matthew J. and Djorgovski, S. G. and Stern, Daniel et al. (2015) A systematic search for close supermassive black hole binaries in the Catalina Real-time Transient Survey. Monthly Notices of the Royal Astronomical Society, 453 (2). pp. 1562-1576. ISSN 0035-8711. PDF
  • Brescia, M. et al. (2014) DAMEWARE: A Web cyberinfrastructure for Astrophysical Data Mining. Publications of Astronomical Society of the Pacific, 126:783-797. PDF
  • Djorgovski, S. G. and Mahabal, A. A. and Donalek, C. et al. (2014) Automated Real-Time Classification and Decision Making in Massive Data Streams from Synoptic Sky Surveys. (Submitted) PDF
  • Graham, Matthew J. and Djorgovski, S. G. and Drake, Andrew J. et al. (2014) A novel variability-based method for quasar selection: evidence for a rest-frame 54 d characteristic time-scale. Monthly Notices of the Royal Astronomical Society, 439 (1). pp. 703-718. ISSN 0035-8711. PDF
  • Donalek, Ciro and Djorgovski, S. G. and Mahabal, Ashish A. et al. (2013) Feature Selection Strategies for Classifying High Dimensional Astronomical Data Sets. In: Big Data, 2013 IEEE International Conference. IEEE, New York, NY, pp. 35-45. ISBN 978-1-4799-1292-6 PDF
  • Graham, Matthew J. and Drake, Andrew J. and Djorgovski, S. G. et al. (2013) Using conditional entropy to identify periodicity. Monthly Notices of the Royal Astronomical Society, 434 (3). pp. 2629-2635. ISSN 0035-8711. PDF
  • Graham, Matthew J. and Drake, Andrew J. and Djorgovski, S. G. et al. (2013) A comparison of period finding algorithms. Monthly Notices of the Royal Astronomical Society, 434 (4). pp. 3423-3444. ISSN 0035-8711. PDF
  • Graham, Matthew J. and Djorgovski, S. G. and Mahabal, Ashish A. et al. (2013) Machine-assisted discovery of relationships in astronomy. Monthly Notices of the Royal Astronomical Society, 431 (3). pp. 2371-2384. ISSN 0035-8711. PDF
  • Thompson, David R. and Burke-Spolaor, Sarah and Deller, Adam T. et al. (2013) Real Time Adaptive Event Detection in Astronomical Data Streams: Lessons from the VLBA. (Submitted) PDF
  • Djorgovski, S. G. and Cutler, C. and Elmegreen, B. et al. (2012) Digging Deeper: Algorithms for Computationally-Limited Searches in Astronomy. Keck Institute for Space Studies, Pasadena, Ca. (Unpublished) PDF
  • Djorgovski, S. G. and Mahabal, A. A. and Donalek, C. et al. (2012) Flashes in a star stream: Automated classification of astronomical transient events. In: 2012 IEEE 8th International Conference on E-Science. IEEE, Piscataway, NJ, pp. 1-8. ISBN 978-1-4673-4467-8 PDF
  • Scargle, J.D. and Norris, J.P. and Jackson, B. and Chiang, J. (2012) Studies in Astronomical Time Series Analysis. VI. Bayesian Block Representations. Cornell University Library. arXiv:1207.5578 [astro-ph.IM]. PDF
  • Mahabal, A. et al. (2011) Real-Time Classification of Transient Events in Synoptic Sky Surveys. New Horizons in Time-Domain Astronomy, Proc, IAU Symp. 285, p. 355-357. PDF

Abstracts:

  • Djorgovski, S. G. (2014) Synoptic Sky Surveys: Lessons Learned and Challenges Ahead. American Astronomical Society, AAS Meeting #223, #317.01. Abstract
  • Donalek, C. et. al. (2013) Automated Classification of Transient and Variable Sources. American Astronomical Society, AAS Meeting #221, #352.20. Abstract
  • Mahabal, A. A. et. al. (2013) Transient Classification: Superior Bayesian Networks using Domain Knowledge. American Astronomical Society, AAS Meeting #221, #240.13. Abstract
  • Graham, M. et. al. (2013) Automatic Discovery of Relationships in Astronomy. American Astronomical Society, AAS Meeting #221, #240.05. Abstract

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