Publications
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De-Trending Time Series for Astronomical Variability Surveys (paper)
Projects: De-Trending Time Series for Astronomical Variability Surveys.
accepted for publication in MNRAS
[Download]
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Fast identification of transits from light-curves (paper)
Projects: Discovering Transiting Extra Solar Planets.
Mon.Not.Roy.Astron.Soc. 362 (2005) 460-468
[Download]
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Finding outlier light-curves in catalogs of periodic variable stars (paper)
Projects: Outlier Detection.
Mon.Not.Roy.Astron.Soc. 369 (2006) 677-696
[Download]
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Measuring Temporal Symmetry in Quasar Light Curves: Distinguishing Intrinsic and Extrinsic Quasar Variation (paper)
Projects: Temporal Asymmetry in Quasar Light Curves.
Submitted to AAJ
[Download]
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Search for Overlooked Microlensing Events in the Macho Data (paper)
Projects: Statistically significant peak or drop variability estimation: Microlensing.
Submitted to AAJ
[Download]
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Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars (paper)
Projects: Outlier Detection.
Submitted to ML
[Download]
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Scaling Astronomy (talk)
Projects: Databases and Searches.
"Scaling Astronomy", Oreilly Ignite 4, Boston, MA, Sept 11th, 2008.
[Download]
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PDScan (software)
Projects: Event Discovery in Time Series Using Scan Statistics.
Not Published
[Download]
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Event Discovery in Astronomical Time Series Using Scan Statistics (lecture)
Projects: statsigmicrolens.
Not Published
[Download]
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The IIC Time Series Center: How Astronomers, Computer Scientists and Statisticians are working together to tackle hard problems in astronomy (seminar)
Projects: Outlier Detection,Discovering Transiting Extra Solar Planets,Discovery of TNOs,Statistically significant peak or drop variability estimation: Microlensing.
Joint Computer Science / Physics and Astronomy Colloquium, Thursday, Feb. 7, Tufts University, Medford, MA
[Download]
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Filter Flow (poster)
Projects: Light Curve Filters Workflow,Datbases and Searches.
ADASS 2007 (London) Poster P3.1
[Download]
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Finding Anomalies in Periodic Time Series (poster)
Projects: Outlier Detection.
ADASS 2006 (Tuscon) Poster
[Download]
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Introduction to Machine Learning Research on Time Series (lecture)
Projects: Outlier Detection.
IIC Brown Bag Talk
[Download]
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Classification in Time Series (talk)
Projects: Automatic Classification.
IIC Brown Bag Talk
[Download]
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FilterFlow: GUI and batch application for light curve transformations (software)
Projects: Light Curve Filters Workflow.
Prototype Software
Coming Soon..
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The IIC Time Series Center: How Astronomers, Computer Scientists and Statisticians together are working to tackle hard problems in Astronomy (seminar)
Projects: Outlier Detection,Discovering Transiting Extra Solar Planets,Discovery of TNOs.
IIC Seminar Series, April 11, 2007
[Download]
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Variable Stars (Who Cares?) (talk)
Projects: Automatic Classification,Databases and Searches,Outlier Detection.
IIC Brown Bag Talk
[Download]
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Signal Detection using Wavelet Decomposition (talk)
Projects: Detecting true signals using wavelets.
IIC Summer Intern Presentation
[Download]