Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Matching Consecutive Subpatterns Over Streaming Time Series   Pattern matching of streaming time series with lower latency under limited
computing resource comes to a critical problem, especially as the growth of
Industry 4.0 and Industry Internet of Things. However, against traditional
single pattern matching model, a pattern may contain multiple subpatterns
representing different physical meanings in the real world. Hence, we formulate
a new problem, called "consecutive subpatterns matching", which allows users to
specify a pattern containing several consecutive subpatterns with various
specified thresholds. We propose a novel representation Equal-Length Block
(ELB) together with two efficient implementations, which work very well under
all Lp-Norms without false dismissals. Extensive experiments are performed on
synthetic and real-world datasets to illustrate that our approach outperforms
the brute-force method and MSM, a multi-step filter mechanism over the
multi-scaled representation by orders of magnitude.

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The categories of this paper are: atom-ph
15
The categories of this paper are: nucl-ex
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The categories of this paper are: solv-int
10
The categories of this paper are: q-bio
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The categories of this paper are: funct-an
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The categories of this paper are: acc-phys
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The categories of this paper are: q-alg
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The categories of this paper are: bayes-an
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The categories of this paper are: stat
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The categories of this paper are: supr-con
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The categories of this paper are: eess
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The categories of this paper are: mtrl-th
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The categories of this paper are: gr-qc
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The categories of this paper are: math-ph
2
The categories of this paper are: math
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The categories of this paper are: adap-org