Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Towards a Real-time Transient Classification Engine   Temporal sampling does more than add another axis to the vector of
observables. Instead, under the recognition that how objects change (and move)
in time speaks directly to the physics underlying astronomical phenomena,
next-generation wide-field synoptic surveys are poised to revolutionize our
understanding of just about anything that goes bump in the night (which is just
about everything at some level). Still, even the most ambitious surveys will
require targeted spectroscopic follow-up to fill in the physical details of
newly discovered transients. We are now building a new system intended to
ingest and classify transient phenomena in near real-time from high-throughput
imaging data streams. Described herein, the Transient Classification Project at
Berkeley will be making use of classification techniques operating on
``features'' extracted from time series and contextual (static) information. We
also highlight the need for a community adoption of a standard representation
of astronomical time series data (i.e., ``VOTimeseries'').

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The categories of this paper are: chem-ph
21
The categories of this paper are: adap-org
1
The categories of this paper are: cs
17
The categories of this paper are: q-fin
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The categories of this paper are: chao-dyn
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The categories of this paper are: acc-phys
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The categories of this paper are: eess
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The categories of this paper are: bayes-an
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The categories of this paper are: hep-ex
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The categories of this paper are: atom-ph
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The categories of this paper are: nlin
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The categories of this paper are: funct-an
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The categories of this paper are: mtrl-th
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The categories of this paper are: physics
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The categories of this paper are: quant-ph
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The categories of this paper are: patt-sol