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Confidence filtering versus light-curve complet...

Confidence filtering versus light-curve completeness. (a) Classification accuracy withou...

Xinghang Yu et al, The Astrophysical Journal Supplement Series 285 2

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Ingestion performance on the Gaia DR2 benchmark...

Ingestion performance on the Gaia DR2 benchmark. Left: streaming mode, peaking at 7.0 × ...

Xinghang Yu et al, The Astrophysical Journal Supplement Series 285 2

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Normalized confusion matrix from fivefold cross...

Normalized confusion matrix from fivefold cross validation on the LEAVES dataset (1.1 mi...

Xinghang Yu et al, The Astrophysical Journal Supplement Series 285 2

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Per-class metrics at fixed write-back threshold...

Per-class metrics at fixed write-back threshold θ = 0.8. (a) Per-class classification ac...

Xinghang Yu et al, The Astrophysical Journal Supplement Series 285 2

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Incremental classification and confidence-based...

Incremental classification and confidence-based database write-back in TDLIGHT.

Xinghang Yu et al, The Astrophysical Journal Supplement Series 285 2

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The TDLIGHT web interface. The left panel shows...

The TDLIGHT web interface. The left panel shows spatial querying; the right panel shows ...

Xinghang Yu et al, The Astrophysical Journal Supplement Series 285 2

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Overview of the TDLIGHT workflow for incrementa...

Overview of the TDLIGHT workflow for incrementally arriving catalog streams. New catalog...

Xinghang Yu et al, The Astrophysical Journal Supplement Series 285 2

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Overview of the TDLIGHT framework, including th...

Overview of the TDLIGHT framework, including the user interface, software, and storage l...

Xinghang Yu et al, The Astrophysical Journal Supplement Series 285 2

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Architecture of a multimodal fusion model using...

Architecture of a multimodal fusion model using Bayesian neural networks. The abbreviati...

Yi Liu et al, The Astrophysical Journal Supplement Series 285 2

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Pulsar candidate diagnostic plots: “accn_curve”...

Pulsar candidate diagnostic plots: “accn_curve” shows the signal-to-noise ratio as a fun...

Yi Liu et al, The Astrophysical Journal Supplement Series 285 2

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Comparison plot of test samples showing the tru...

Comparison plot of test samples showing the true and predicted values of [α/M]. Top: a c...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Kiel diagram of the 125,302 stars in the LAMOST...

Kiel diagram of the 125,302 stars in the LAMOST–APOGEE training sample. The color is cod...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Kiel diagram for the final sample of 91,542 sta...

Kiel diagram for the final sample of 91,542 stars, with points color coded according to ...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Comparison diagrams of the testing set between ...

Comparison diagrams of the testing set between the true and predicted values for Teff (t...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Comparison diagrams of the testing set between ...

Comparison diagrams of the testing set between the true and predicted values for [α/M] (...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Color–absolute magnitude diagram for the sample...

Color–absolute magnitude diagram for the sample of AFGKM-type stars, where points are co...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Color–absolute magnitude diagram for the final ...

Color–absolute magnitude diagram for the final sample of 91,542 stars, where points are ...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Example clusterings of spectra for minPts value...

Example clusterings of spectra for minPts values of 15 (top panel) and 4 (bottom panel)....

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Example spectra of two extremely metal-poor sta...

Example spectra of two extremely metal-poor stars. The black curve represents an extreme...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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[Fe/H] versus [α/M] diagram for the final sampl...

[Fe/H] versus [α/M] diagram for the final sample of 91,542 stars, where points are color...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Comparison of various α-element abundances in t...

Comparison of various α-element abundances in the spectral region surrounding the Mg I b...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Top panels: comparison of neural network MG pre...

Top panels: comparison of neural network MG predictions derived from LAMOST spectra with...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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Comparison between neural network stellar mass ...

Comparison between neural network stellar mass estimates obtained from LAMOST spectra an...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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[α/M] and [Fe/H] distributions for dwarf stars ...

[α/M] and [Fe/H] distributions for dwarf stars (log g > 3.5 dex) from LASP (top) and fro...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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[α/M] and [Fe/H] distributions for giant stars ...

[α/M] and [Fe/H] distributions for giant stars (log g < 3.5 dex) from LASP (top) and fro...

Bing Du et al, The Astrophysical Journal Supplement Series 285 2

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