Astronomy Image Explorer

Number of time series of each flare class that ...

Number of time series of each flare class that appears in SWAN-SF.

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Data preparation pipeline for shapelet mining.

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Class imbalance of the training data after unde...

Class imbalance of the training data after undersampling.

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Shapelets of time series A relative to B mined ...

Shapelets of time series A relative to B mined using the MP.

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Scatterplot of HD versus TVD for each feature. ...

Scatterplot of HD versus TVD for each feature. Eight features form a cluster of maximum ...

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Motifs of time series A mined by the MP.

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Subsequences of A that are discords in B mined ...

Subsequences of A that are discords in B mined by the MP.

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Process for mining the best shapelet for class A.

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Example time series A and B.

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Violin plot for distances from the best shapele...

Violin plot for distances from the best shapelet to the flare-positive and flare-negativ...

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Violin plot for distances from the best shapele...

Violin plot for distances from the best shapelet to the data for each flare class in tra...

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Violin plot for distances from the best shapele...

Violin plot for distances from the best shapelet to the data for each flare class in the...

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Clustering heat map of 200 samples from each cl...

Clustering heat map of 200 samples from each class. In the “y” column red corresponds to...

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Best shapelet for each of the eight best featur...

Best shapelet for each of the eight best features and their nearest neighbors in the fla...

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Plot of TSS versus F1 score for hard voting cla...

Plot of TSS versus F1 score for hard voting classifiers of each threshold. The threshold...

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Confusion matrices for the random forest classi...

Confusion matrices for the random forest classifier and the three best hard voting class...

Drew Watson et al, The Astrophysical Journal Supplement Series 284 2

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Zoomed-in CMDs of representative grid cells sho...

Zoomed-in CMDs of representative grid cells showing the selection procedure of Magellani...

Slater J. Oden et al, The Astrophysical Journal 1003 1

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Left: combined reddening map of the MCs plotted...

Left: combined reddening map of the MCs plotted in MS coordinates (D. L. Nidever et al. ...

Slater J. Oden et al, The Astrophysical Journal 1003 1

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Gaia’s flux-limited completeness modeled as a s...

Gaia’s flux-limited completeness modeled as a sigmoid function, whose shape parameter α ...

Slater J. Oden et al, The Astrophysical Journal 1003 1

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Left: center-of-mass estimates for the LMC. Rig...

Left: center-of-mass estimates for the LMC. Right: same as the left, but for the SMC. Th...

Slater J. Oden et al, The Astrophysical Journal 1003 1

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Top: crowding-dominated completeness map of RC ...

Top: crowding-dominated completeness map of RC stars (G ∼ 18.5–20.0 mag) in the LMC. Bot...

Slater J. Oden et al, The Astrophysical Journal 1003 1

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Example localized PM cuts in the nearest-neighb...

Example localized PM cuts in the nearest-neighbor spatial search for the LMC (top) and S...

Slater J. Oden et al, The Astrophysical Journal 1003 1

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Top: theoretical RC isochrones from L. Girardi ...

Top: theoretical RC isochrones from L. Girardi & M. Salaris (2001) for four metallicitie...

Slater J. Oden et al, The Astrophysical Journal 1003 1

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Median distance map of the MCs derived from RC ...

Median distance map of the MCs derived from RC stars, corrected for both metallicity and...

Slater J. Oden et al, The Astrophysical Journal 1003 1

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3D plot in the on-sky Cartesian coordinate syst...

3D plot in the on-sky Cartesian coordinate system (x, y, z) described in Section 4.2 of ...

Slater J. Oden et al, The Astrophysical Journal 1003 1

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