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AUTOMATED CLASSIFICATION OF VARIABLE STARS IN THE ASTEROSEISMOLOGY PROGRAM OF THE KEPLER SPACE MISSION

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The Astrophysical Journal 713 (2) L204 (2010)
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Astronomy & Astrophysics 623 A110 (2019)
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The first planets discovered from space with the CoRoT mission

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CoRoT: Description of the Mission and Early Results

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Joseph W. Richards
Astrostatistics and Data Mining 213 (2012)
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Aniket Sanghi, Zachary P. Vanderbosch and Michael H. Montgomery
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Discrete-time autoregressive model for unequally spaced time-series observations

Felipe Elorrieta, Susana Eyheramendy and Wilfredo Palma
Astronomy & Astrophysics 627 A120 (2019)
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Unsupervised machine learning for transient discovery in deeper, wider, faster light curves

Sara Webb, Michelle Lochner, Daniel Muthukrishna, Jeff Cooke, Chris Flynn, Ashish Mahabal, Simon Goode, Igor Andreoni, Tyler Pritchard and Timothy M C Abbott
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Informative Bayesian model selection for RR Lyrae star classifiers

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The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker

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A novel bivariate autoregressive model for predicting and forecasting irregularly observed time series

Felipe Elorrieta, Susana Eyheramendy, Wilfredo Palma and Cesar Ojeda
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Skysurveys, Light Curves and Statistical Challenges

G. Jogesh Babu and Ashish Mahabal
International Statistical Review 84 (3) 506 (2016)
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Streaming classification of variable stars

L Zorich, K Pichara and P Protopapas
Monthly Notices of the Royal Astronomical Society 492 (2) 2897 (2020)
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Unsupervised classification of variable stars

Lucas Valenzuela and Karim Pichara
Monthly Notices of the Royal Astronomical Society 474 (3) 3259 (2018)
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Kitty K. Lo, Tara Murphy, Umaa Rebbapragada and Kiri Wagstaff
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Ricardo Vilalta, Kinjal Dhar Gupta and Lucas Macri
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Ciro Donalek, S. G. Djorgovski, Ashish A. Mahabal, Matthew J. Graham, Andrew J. Drake, A. Arun Kumar, N. Sajeeth Philip, Thomas J. Fuchs, Michael J. Turmon, Michael Ting-Chang Yang and Giuseppe Longo
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Bibhu Prasad Mishra, Jose C. Principe, Pablo A. Estevez and Pavlos Protopapas
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A Comprehensive Comparison of Period Extraction Algorithms for Asteroids with Long Term Observation

Yang Liu, Liming Wu, Tianqi Sun, Pengfei Zhang, Xi Fang, Liyun Cheng and Bin Jiang
Universe 7 (11) 429 (2021)
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The ZTF Source Classification Project. I. Methods and Infrastructure

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On Neural Architectures for Astronomical Time-series Classification with Application to Variable Stars

Sara Jamal and Joshua S. Bloom
The Astrophysical Journal Supplement Series 250 (2) 30 (2020)
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Finding Fast Transients in Real Time Using a Novel Light-curve Analysis Algorithm

Robert Strausbaugh, Antonino Cucchiara, Michael Dow Jr., Sara Webb, Jielai Zhang, Simon Goode and Jeff Cooke
The Astronomical Journal 163 (2) 95 (2022)
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Zwicky Transient Facility and Globular Clusters: the Period–Luminosity and Period–Luminosity–Color Relations for Late-type Contact Binaries

Chow-Choong Ngeow, Szu-Han Liao, Eric C. Bellm, Dmitry A. Duev, Matthew J. Graham, Ashish A. Mahabal, Frank J. Masci, Michael S. Medford, Reed Riddle and Ben Rusholme
The Astronomical Journal 162 (2) 63 (2021)
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YOUNG Star detrending for Transiting Exoplanet Recovery (YOUNGSTER) – II. Using self-organizing maps to explore young star variability in sectors 1–13 of TESS data

Matthew P Battley, David J Armstrong and Don Pollacco
Monthly Notices of the Royal Astronomical Society 511 (3) 4285 (2022)
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Approximating Stellar Metallicity Using Photometric Machine Learning

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Research Notes of the AAS 6 (3) 57 (2022)
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Variability, periodicity, and contact binaries in WISE

Evan Petrosky, Hsiang-Chih Hwang, Nadia L Zakamska, Vedant Chandra and Matthew J Hill
Monthly Notices of the Royal Astronomical Society 503 (3) 3975 (2021)
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F. Nikzat, C. E. Ferreira Lopes, M. Catelan, R. Contreras Ramos, M. Zoccali, A. Rojas-Arriagada, V. F. Braga, D. Minniti, J. Borissova and I. Becker
Astronomy & Astrophysics 660 A35 (2022)
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Systematic evaluation of variability detection methods for eROSITA

Johannes Buchner, Thomas Boller, David Bogensberger, Adam Malyali, Kirpal Nandra, Joern Wilms, Tom Dwelly and Teng Liu
Astronomy & Astrophysics 661 A18 (2022)
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Kepler Uzay Teleskobu ve ASAS Görüş Alanındaki Sefeid Türü Değişen Yıldızların Frekans Analizi

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Turkish Journal of Astronomy and Astrophysics (2022)
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C. Aerts, J. Christensen-Dalsgaard and D. W. Kurtz
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C. Aerts, J. Christensen-Dalsgaard and D. W. Kurtz
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C. Aerts, J. Christensen-Dalsgaard and D. W. Kurtz
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C. Aerts, J. Christensen-Dalsgaard and D. W. Kurtz
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A method for finding anomalous astronomical light curves and their analogues

J Rafael Martínez-Galarza, Federica B Bianco, Dennis Crake, Kushal Tirumala, Ashish A Mahabal, Matthew J Graham and Daniel Giles
Monthly Notices of the Royal Astronomical Society 508 (4) 5734 (2021)
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Multiscale entropy analysis of astronomical time series

J. Audenaert and A. Tkachenko
Astronomy & Astrophysics 666 A76 (2022)
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Semi-supervised classification and clustering analysis for variable stars

R Pantoja, M Catelan, K Pichara and P Protopapas
Monthly Notices of the Royal Astronomical Society 517 (3) 3660 (2022)
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