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Statistical classification / Machine learning / Naive Bayes classifier / Data analysis / Bayesian network / Transient astronomical event / Gravitational microlensing / Feature selection / Regression analysis / Statistics / Astronomy / Bayesian statistics


Flashes in a Star Stream: Automated Classification of Astronomical Transient Events
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Document Date: 2014-04-29 13:09:28


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File Size: 1,20 MB

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New York / Paris / Tokyo / Berlin / London / Chicago / /

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Cambridge University Press / Neural Networks / MIT Press / Probabilistic Networks / AAAI Press / Expert Systems / IEEE Press / Artificial Neural Networks / Bayesian Networks / CVs / Markov Logic Networks / Microsoft / /

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Jordan / United States / /

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USD / /

Event

M&A / /

Facility

Virtual Observatory / Palomar Transient Factory / W. M. Keck Institute / A. J. Drake California Institute of Technology Pasadena / N. Weir / U.S. Virtual Astronomical Observatory / M. Turmon Jet Propulsion Laboratory California Institute of Technology Pasadena / /

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automated classification algorithms / real-time applications / data mining / telescope systems / local processing capability / machine intelligence tools / technological solutions / scientific measurement systems / data processing artifact / sensor networks / genetic algorithm / real-time data analysis / robotic telescope sensor networks / machine-processable algorithms / /

Movie

The First Year / /

NaturalFeature

Shannon / Star Stream / /

Organization

Cambridge University / National Science Foundation / MIT / Cambridge Univ. / A. J. Drake California Institute of Technology Pasadena / M. Turmon Jet Propulsion Laboratory California Institute of Technology Pasadena / International Virtual Observatory Alliance / W. M. Keck Institute for Space Studies / National Aeronautics and Space Administration / /

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Nihar Sharma / Yutong Chen / /

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astronomer / ML specialist / representative / /

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DTs / /

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New York / New Mexico / California / /

PublishedMedium

Machine Learning / /

Technology

X-ray / genetic algorithm / machine learning / machine-processable algorithms / PDF / automated classification algorithms / naturally modeled using Multi-Armed Bandit algorithms / resulting algorithm / Expectation-Maximization algorithm / spectroscopy / data mining / Digital Imaging / /

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