@PHDTHESIS{koi_256_effects_of_magnetic,
       author = {{Morgan}, D.~P.},
        title = "{The effects of close binaries on the magnetic activity of M dwarfs as probed using close white dwarf companions}",
     keywords = {Red Dwarf, Binary Systems, White Dwarfs},
       school = {Boston University, Massachusetts},
         year = 2017,
        month = jan,
       adsurl = {https://ui.adsabs.harvard.edu/abs/2017PhDT.........4M},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

@ARTICLE{eclipsing_binaries_koi_256,
       author = {{Muirhead}, Philip S. and {Vanderburg}, Andrew and {Shporer}, Avi and {Becker}, Juliette and {Swift}, Jonathan J. and {Lloyd}, James P. and {Fuller}, Jim and {Zhao}, Ming and {Hinkley}, Sasha and {Pineda}, J. Sebastian and {Bottom}, Michael and {Howard}, Andrew W. and {von Braun}, Kaspar and {Boyajian}, Tabetha S. and {Law}, Nicholas and {Baranec}, Christoph and {Riddle}, Reed and {Ramaprakash}, A.~N. and {Tendulkar}, Shriharsh P. and {Bui}, Khanh and {Burse}, Mahesh and {Chordia}, Pravin and {Das}, Hillol and {Dekany}, Richard and {Punnadi}, Sujit and {Johnson}, John Asher},
        title = "{Characterizing the Cool KOIs. V. KOI-256: A Mutually Eclipsing Post-common Envelope Binary}",
      journal = {\apj},
     keywords = {binaries: eclipsing, binaries: spectroscopic, stars: abundances, stars: activity, stars: fundamental parameters, stars: individual: KOI-256, stars: late-type, stars: low-mass, stars: rotation, Astrophysics - Solar and Stellar Astrophysics},
         year = 2013,
        month = apr,
       volume = {767},
       number = {2},
          eid = {111},
        pages = {111},
          doi = {10.1088/0004-637X/767/2/111},
archivePrefix = {arXiv},
       eprint = {1304.1165},
 primaryClass = {astro-ph.SR},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2013ApJ...767..111M},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}



@ARTICLE{conch_shell_m_dwarfs,
       author = {{Gaidos}, E. and {Mann}, A.~W. and {L{\'e}pine}, S. and {Buccino}, A. and {James}, D. and {Ansdell}, M. and {Petrucci}, R. and {Mauas}, P. and {Hilton}, E.~J.},
        title = "{Trumpeting M dwarfs with CONCH-SHELL: a catalogue of nearby cool host-stars for habitable exoplanets and life}",
      journal = {\mnras},
     keywords = {astrobiology, techniques: spectroscopic, planets and satellites: detection, stars: fundamental parameters, stars: late-type, stars: low-mass, Astrophysics - Solar and Stellar Astrophysics},
         year = 2014,
        month = sep,
       volume = {443},
       number = {3},
        pages = {2561-2578},
          doi = {10.1093/mnras/stu1313},
archivePrefix = {arXiv},
       eprint = {1406.7353},
 primaryClass = {astro-ph.SR},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2014MNRAS.443.2561G},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

@ARTICLE{superflare_rate_variation_g_type,
       author = {{Crowley}, James and {Wheatland}, Michael S. and {Yang}, Kai},
        title = "{Observed Rate Variations in Superflaring G-type Stars}",
      journal = {\apj},
     keywords = {Stellar flares, Stellar activity, Stellar rotation, G dwarf stars, 1603, 1580, 1629, 556, Astrophysics - Solar and Stellar Astrophysics, Astrophysics - Earth and Planetary Astrophysics},
         year = 2022,
        month = dec,
       volume = {941},
       number = {2},
          eid = {193},
        pages = {193},
          doi = {10.3847/1538-4357/aca476},
archivePrefix = {arXiv},
       eprint = {2212.00993},
 primaryClass = {astro-ph.SR},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2022ApJ...941..193C},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

@ARTICLE{tess_2nd_year_superflares,
       author = {{Tu}, Zuo-Lin and {Yang}, Ming and {Wang}, H. -F. and {Wang}, F.~Y.},
        title = "{Superflares, Chromospheric Activities, and Photometric Variabilities of Solar-type Stars from the Second-year Observation of TESS and Spectra of LAMOST}",
      journal = {\apjs},
     keywords = {Stellar flares, G stars, 1603, 558, Astrophysics - Solar and Stellar Astrophysics, Astrophysics - Earth and Planetary Astrophysics},
         year = 2021,
        month = apr,
       volume = {253},
       number = {2},
          eid = {35},
        pages = {35},
          doi = {10.3847/1538-4365/abda3c},
archivePrefix = {arXiv},
       eprint = {2101.02901},
 primaryClass = {astro-ph.SR},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2021ApJS..253...35T},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}



@ARTICLE{tess_1st_year_superflares,
       author = {{Tu}, Zuo-Lin and {Yang}, Ming and {Zhang}, Z.~J. and {Wang}, F.~Y.},
        title = "{Superflares on Solar-type Stars from the First Year Observation of TESS}",
      journal = {\apj},
     keywords = {Stellar flares, G stars, 1603, 558, Astrophysics - Solar and Stellar Astrophysics, Astrophysics - Earth and Planetary Astrophysics},
         year = 2020,
        month = feb,
       volume = {890},
       number = {1},
          eid = {46},
        pages = {46},
          doi = {10.3847/1538-4357/ab6606},
archivePrefix = {arXiv},
       eprint = {1912.11572},
 primaryClass = {astro-ph.SR},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2020ApJ...890...46T},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}



@ARTICLE{V471tau_magnetic_activity,
       author = {{K{\H{o}}v{\'a}ri}, Zs. and {Kriskovics}, L. and {Ol{\'a}h}, K. and {Odert}, P. and {Leitzinger}, M. and {Seli}, B. and {Vida}, K. and {Borkovits}, T. and {Carroll}, T.},
        title = "{A confined dynamo: Magnetic activity of the K-dwarf component in the pre-cataclysmic binary system V471 Tauri}",
      journal = {\aap},
     keywords = {stars: activity, binaries: eclipsing, starspots, stars: flare, stars: late-type, stars: individual: V471 Tau, Astrophysics - Solar and Stellar Astrophysics},
         year = 2021,
        month = jun,
       volume = {650},
          eid = {A158},
        pages = {A158},
          doi = {10.1051/0004-6361/202140707},
archivePrefix = {arXiv},
       eprint = {2103.02041},
 primaryClass = {astro-ph.SR},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2021A&A...650A.158K},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

@ARTICLE{v471tau_revised,
       author = {{Muirhead}, Philip S. and {Nordhaus}, Jason and {Drout}, Maria R.},
        title = "{Revised Stellar Parameters for V471 Tau, A Post-common Envelope Binary in the Hyades}",
      journal = {\aj},
     keywords = {348, 444, 876, 1930, 2136, 2154, 2156, Astrophysics - Solar and Stellar Astrophysics},
         year = 2022,
        month = jan,
       volume = {163},
       number = {1},
          eid = {34},
        pages = {34},
          doi = {10.3847/1538-3881/ac390f},
archivePrefix = {arXiv},
       eprint = {2111.06905},
 primaryClass = {astro-ph.SR},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2022AJ....163...34M},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}



@misc{spectral_type_color_table,
  title={Intrinsic colours as a function of spectral type},
  url={https://www.stsci.edu/~inr/intrins.html},
  author={Neill Reid},
  urldate = {2025-05-15}
}

@misc{pyqt5,
  title={PyQt5},
  url={https://www.riverbankcomputing.com/static/Docs/PyQt5/introduction.html},
  author={{Riverbank Computing Limited}},
  urldate = {2025-03-25}
} 

@misc{sqlite,
  title={SQLite},
  url={https://www.sqlite.org/},
  author={{SQLite Development Team}},
  urldate = {2025-03-26}
} 

@article{kepler_archive_manual,
      author = {{Thompson}, Susan E. and {Fraquelli}, Dorothy and {Van Cleve}, Jeffrey E. and {Caldwell}, Douglas A.},
      title = "{Kepler Archive Manual}",
      publisher = {Ames Research Center},
      year = 2016,
      month = may
}

@article{tess_science_data_products,
      author = {{Twicken}, Joseph D. and {Caldwell}, Douglas A. and {Jenkins}, Jon M. and {Tenenbaum}, Peter and {Smith}, Jeffrey C. and {Wohler}, Bill and {Rose}, Mark and {Ting}, Eric B. and {Vanderspek}, Roland and {Morgan}, Ed and {Rudat}, Alexander and {Fausnaugh}, Michael and {Fleming}, Scott and {Quintana}, Elisa},
      title = "{TESS Science Data Products Description Document}",
      publisher = {Ames Research Center},
      year = 2020,
      month = sep
}

@ARTICLE{simbad,
       author = {{Wenger}, M. and {Ochsenbein}, F. and {Egret}, D. and {Dubois}, P. and {Bonnarel}, F. and {Borde}, S. and {Genova}, F. and {Jasniewicz}, G. and {Lalo{\"e}}, S. and {Lesteven}, S. and {Monier}, R.},
        title = "{The SIMBAD astronomical database. The CDS reference database for astronomical objects}",
      journal = {\aaps},
     keywords = {ASTRONOMICAL DATA BASES: MISCELLANEOUS, CATALOGS, Astrophysics},
         year = 2000,
        month = apr,
       volume = {143},
        pages = {9-22},
          doi = {10.1051/aas:2000332},
archivePrefix = {arXiv},
       eprint = {astro-ph/0002110},
 primaryClass = {astro-ph},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2000A&AS..143....9W},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

@Article{matplotlib,
  Author    = {Hunter, J. D.},
  Title     = {Matplotlib: A 2D graphics environment},
  Journal   = {Computing in Science \& Engineering},
  Volume    = {9},
  Number    = {3},
  Pages     = {90--95},
  abstract  = {Matplotlib is a 2D graphics package used for Python for
  application development, interactive scripting, and publication-quality
  image generation across user interfaces and operating systems.},
  publisher = {IEEE COMPUTER SOC},
  doi       = {10.1109/MCSE.2007.55},
  year      = 2007
}

@ARTICLE{scipy,
  author  = {Virtanen, Pauli and Gommers, Ralf and Oliphant, Travis E. and
            Haberland, Matt and Reddy, Tyler and Cournapeau, David and
            Burovski, Evgeni and Peterson, Pearu and Weckesser, Warren and
            Bright, Jonathan and {van der Walt}, St{\'e}fan J. and
            Brett, Matthew and Wilson, Joshua and Millman, K. Jarrod and
            Mayorov, Nikolay and Nelson, Andrew R. J. and Jones, Eric and
            Kern, Robert and Larson, Eric and Carey, C J and
            Polat, {\.I}lhan and Feng, Yu and Moore, Eric W. and
            {VanderPlas}, Jake and Laxalde, Denis and Perktold, Josef and
            Cimrman, Robert and Henriksen, Ian and Quintero, E. A. and
            Harris, Charles R. and Archibald, Anne M. and
            Ribeiro, Ant{\^o}nio H. and Pedregosa, Fabian and
            {van Mulbregt}, Paul and {SciPy 1.0 Contributors}},
  title   = {{{SciPy} 1.0: Fundamental Algorithms for Scientific
            Computing in Python}},
  journal = {Nature Methods},
  year    = {2020},
  volume  = {17},
  pages   = {261--272},
  adsurl  = {https://rdcu.be/b08Wh},
  doi     = {10.1038/s41592-019-0686-2},
}

@Article{numpy,
 title         = {Array programming with {NumPy}},
 author        = {Charles R. Harris and K. Jarrod Millman and St{\'{e}}fan J.
                 van der Walt and Ralf Gommers and Pauli Virtanen and David
                 Cournapeau and Eric Wieser and Julian Taylor and Sebastian
                 Berg and Nathaniel J. Smith and Robert Kern and Matti Picus
                 and Stephan Hoyer and Marten H. van Kerkwijk and Matthew
                 Brett and Allan Haldane and Jaime Fern{\'{a}}ndez del
                 R{\'{i}}o and Mark Wiebe and Pearu Peterson and Pierre
                 G{\'{e}}rard-Marchant and Kevin Sheppard and Tyler Reddy and
                 Warren Weckesser and Hameer Abbasi and Christoph Gohlke and
                 Travis E. Oliphant},
 year          = {2020},
 month         = sep,
 journal       = {Nature},
 volume        = {585},
 number        = {7825},
 pages         = {357--362},
 doi           = {10.1038/s41586-020-2649-2},
 publisher     = {Springer Science and Business Media {LLC}},
 url           = {https://doi.org/10.1038/s41586-020-2649-2}
}

@software{pandas,
    author       = {The pandas development team},
    title        = {pandas-dev/pandas: Pandas},
    month        = feb,
    year         = 2020,
    publisher    = {Zenodo},
    version      = {latest},
    doi          = {10.5281/zenodo.3509134},
    url          = {https://doi.org/10.5281/zenodo.3509134}
}

@MISC{lightkurve,
   author = {{Lightkurve Collaboration} and {Cardoso}, J.~V.~d.~M. and
             {Hedges}, C. and {Gully-Santiago}, M. and {Saunders}, N. and
             {Cody}, A.~M. and {Barclay}, T. and {Hall}, O. and
             {Sagear}, S. and {Turtelboom}, E. and {Zhang}, J. and
             {Tzanidakis}, A. and {Mighell}, K. and {Coughlin}, J. and
             {Bell}, K. and {Berta-Thompson}, Z. and {Williams}, P. and
             {Dotson}, J. and {Barentsen}, G.},
    title = "{Lightkurve: Kepler and TESS time series analysis in Python}",
 keywords = {Software, NASA},
howpublished = {Astrophysics Source Code Library},
     year = 2018,
    month = dec,
archivePrefix = "ascl",
   eprint = {1812.013},
   adsurl = {http://adsabs.harvard.edu/abs/2018ascl.soft12013L},
}

@ARTICLE{astroquery,
   author = {{Ginsburg}, A. and {Sip{\H o}cz}, B.~M. and {Brasseur}, C.~E. and
	{Cowperthwaite}, P.~S. and {Craig}, M.~W. and {Deil}, C. and
	{Guillochon}, J. and {Guzman}, G. and {Liedtke}, S. and {Lian Lim}, P. and
	{Lockhart}, K.~E. and {Mommert}, M. and {Morris}, B.~M. and
	{Norman}, H. and {Parikh}, M. and {Persson}, M.~V. and {Robitaille}, T.~P. and
	{Segovia}, J.-C. and {Singer}, L.~P. and {Tollerud}, E.~J. and
	{de Val-Borro}, M. and {Valtchanov}, I. and {Woillez}, J. and
	{The Astroquery collaboration} and {a subset of the astropy collaboration}
	},
    title = "{astroquery: An Astronomical Web-querying Package in Python}",
  journal = {\aj},
archivePrefix = "arXiv",
   eprint = {1901.04520},
 primaryClass = "astro-ph.IM",
 keywords = {astronomical databases: miscellaneous, virtual observatory tools},
     year = 2019,
    month = mar,
   volume = 157,
      eid = {98},
    pages = {98},
      doi = {10.3847/1538-3881/aafc33},
   adsurl = {https://adsabs.harvard.edu/abs/2019AJ....157...98G},
  adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

@article{Bair2013,
  title={Semi-supervised clustering methods},
  author={Bair, E},
  journal={Wiley interdisciplinary reviews. Computational statistics},
  year={2013},
  volume={5 5},
  pages={
          349-361
        }
}
@ARTICLE{Hatzes2015,
      author = {{Hatzes}, A.~P. and {Cochran}, W.~D. and {Endl}, M. and
         {Guenther}, E.~W. and {MacQueen}, P. and {Hartmann}, M. and
         {Zechmeister}, M. and {Han}, I. and {Lee}, B. -C. and
         {Walker}, G.~A.~H. and {Yang}, S. and {Larson}, A.~M. and
         {Kim}, K. -M. and {Mkrtichian}, D.~E. and {D{\"o}llinger}, M. and
         {Simon}, A.~E. and {Girardi}, L.},
        title = "{Long-lived, long-period radial velocity variations in Aldebaran: A planetary companion and stellar activity}",
      journal = {\aap},
     keywords = {stars: individual: {\ensuremath{\alpha}}Tu, techniques: radial velocities, Astrophysics - Solar and Stellar Astrophysics},
         year = 2015,
        month = aug,
      volume = {580},
          eid = {A31},
        pages = {A31},
          doi = {10.1051/0004-6361/201425519},
archivePrefix = {arXiv},
      eprint = {1505.03454},
 primaryClass = {astro-ph.SR},
      adsurl = {https://ui.adsabs.harvard.edu/abs/2015A&A...580A..31H},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}


@ARTICLE{Hatzes1999,
      author = {{Hatzes}, Artie P. and {Cochran}, William D.},
        title = "{Long-period, low-amplitude radial velocity variations in the K giant star pi Herculis: rotation, substellar companion or non-radial pulsations?}",
      journal = {\mnras},
     keywords = {BINARIES: SPECTROSCOPIC, STARS: INDIVIDUAL: PI HER, STARS VARIABLES: OTHER},
         year = 1999,
        month = mar,
      volume = {304},
      number = {1},
        pages = {109-118},
          doi = {10.1046/j.1365-8711.1999.02288.x},
      adsurl = {https://ui.adsabs.harvard.edu/abs/1999MNRAS.304..109H},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@ARTICLE{Hatzes2018,
      author = {{Hatzes}, A.~P. and {Endl}, M. and {Cochran}, W.~D. and
         {MacQueen}, P.~J. and {Han}, I. and {Lee}, B. -C. and {Kim}, K. -M. and
         {Mkrtichian}, D. and {D{\"o}llinger}, M. and {Hartmann}, M. and
         {Karjalainen}, M. and {Dreizler}, S.},
        title = "{The Radial Velocity Variability of the K-giant {\ensuremath{\gamma}} Draconis: Stellar Variability Masquerading as a Planet}",
      journal = {The Astronomical Journal},
     keywords = {planetary systems, stars: individual: {\ensuremath{\gamma}} Dra, stars: oscillations, stars: variables: general, techniques: radial velocities, Astrophysics - Solar and Stellar Astrophysics},
         year = 2018,
        month = mar,
      volume = {155},
      number = {3},
          eid = {120},
        pages = {120},
          doi = {10.3847/1538-3881/aaa8e1},
archivePrefix = {arXiv},
      eprint = {1801.05239},
 primaryClass = {astro-ph.SR},
      adsurl = {https://ui.adsabs.harvard.edu/abs/2018AJ....155..120H},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}


@ARTICLE{Delgado2018,
      author = {{Delgado Mena}, E. and {Lovis}, C. and {Santos}, N.~C. and
         {Gomes da Silva}, J. and {Mortier}, A. and {Tsantaki}, M. and
         {Sousa}, S.~G. and {Figueira}, P. and {Cunha}, M.~S. and
         {Campante}, T.~L. and {Adibekyan}, V. and {Faria}, J.~P. and
         {Montalto}, M.},
        title = "{Planets around evolved intermediate-mass stars. II. Are there really planets around IC 4651 No. 9122, NGC 2423 No. 3, and NGC 4349 No. 127?}",
      journal = {\aap},
     keywords = {stars: individual: IC 4651 No. 9122, stars: individual: NGC 2423 No. 3, stars: individual: NGC 4349 No. 127, planetary systems, planets and satellites: detection, open clusters and associations: general, Astrophysics - Earth and Planetary Astrophysics, Astrophysics - Solar and Stellar Astrophysics},
         year = 2018,
        month = nov,
      volume = {619},
          eid = {A2},
        pages = {A2},
          doi = {10.1051/0004-6361/201833152},
archivePrefix = {arXiv},
      eprint = {1807.09608},
 primaryClass = {astro-ph.EP},
      adsurl = {https://ui.adsabs.harvard.edu/abs/2018A&A...619A...2D},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}


@ARTICLE{Lee2016,
      author = {{Lee}, Byeong-Cheol and {Han}, Inwoo and {Park}, Myeong-Gu and
         {Mkrtichian}, David E. and {Hatzes}, Artie P. and {Jeong}, Gwanghui and
         {Kim}, Kang-Min},
        title = "{Long-period Variations in the Radial Velocity of Spectroscopic Binary M Giant {\ensuremath{\mu}} Ursae Majoris}",
      journal = {The Astronomical Journal},
     keywords = {stars: chromospheres, stars: individual: {\ensuremath{\mu}} Ursae Majoris (HD 89758, stars: rotation, techniques: radial velocities, Astrophysics - Solar and Stellar Astrophysics},
         year = 2016,
        month = apr,
      volume = {151},
      number = {4},
          eid = {106},
        pages = {106},
          doi = {10.3847/0004-6256/151/4/106},
archivePrefix = {arXiv},
      eprint = {1602.07011},
 primaryClass = {astro-ph.SR},
      adsurl = {https://ui.adsabs.harvard.edu/abs/2016AJ....151..106L},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}


@ARTICLE{Beck2015,
      author = {{Beck}, P.~G. and {Kambe}, E. and {Hillen}, M. and {Corsaro}, E. and
         {Van Winckel}, H. and {Moravveji}, E. and {De Ridder}, J. and
         {Bloemen}, S. and {Saesen}, S. and {Mathias}, P. and {Degroote}, P. and
         {Kallinger}, T. and {Verhoelst}, T. and {Ando}, H. and {Carrier}, F. and
         {Acke}, B. and {Oreiro}, R. and {Miglio}, A. and {Eggenberger}, P. and
         {Sato}, B. and {Zwintz}, K. and {P{\'a}pics}, P.~I. and
         {Marcos-Arenal}, P. and {Sans Fuentes}, S.~A. and {Schmid}, V.~S. and
         {Waelkens}, C. and {Ostensen}, R. and {Matthews}, J.~M. and
         {Yoshida}, M. and {Izumiura}, H. and {Koyano}, H. and {Nagayama}, S. and
         {Shimizu}, Y. and {Okada}, N. and {Okita}, K. and {Sakamoto}, A. and
         {Yamamuro}, T. and {Aerts}, C.},
        title = "{Detection of solar-like oscillations in the bright red giant stars {\ensuremath{\gamma}} Piscium and {\ensuremath{\theta}}$^{1}$ Tauri from a 190-day high-precision spectroscopic multi-site campaign}",
      journal = {\aap},
     keywords = {asteroseismology, stars: rotation, techniques: interferometric, techniques: spectroscopic, stars: general, Astrophysics - Solar and Stellar Astrophysics},
         year = 2015,
        month = jan,
      volume = {573},
          eid = {A138},
        pages = {A138},
          doi = {10.1051/0004-6361/201323019},
archivePrefix = {arXiv},
      eprint = {1407.6352},
 primaryClass = {astro-ph.SR},
      adsurl = {https://ui.adsabs.harvard.edu/abs/2015A&A...573A.138B},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

@article{GRIRA2008,
title = "Active semi-supervised fuzzy clustering",
journal = "Pattern Recognition",
volume = "41",
number = "5",
pages = "1834 - 1844",
year = "2008",
issn = "0031-3203",
doi = "https://doi.org/10.1016/j.patcog.2007.10.004",
url = "http://www.sciencedirect.com/science/article/pii/S0031320307004414",
author = "Nizar Grira and Michel Crucianu and Nozha Boujemaa",
keywords = "Semi-supervised clustering, Image database categorization, Pairwise constraints, Active learning",
abstract = "Clustering algorithms are increasingly employed for the categorization of image databases, in order to provide users with database overviews and make their access more effective. By including information provided by the user, the categorization process can produce results that come closer to user's expectations. To make such a semi-supervised categorization approach acceptable for the user, this information must be of a very simple nature and the amount of information the user is required to provide must be minimized. We propose here an effective semi-supervised clustering algorithm, active fuzzy constrained clustering (AFCC), that minimizes a competitive agglomeration cost function with fuzzy terms corresponding to pairwise constraints provided by the user. In order to minimize the amount of constraints required, we define an active mechanism for the selection of candidate constraints. The comparisons performed on a simple benchmark and on a ground truth image database show that with AFCC the results of clustering can be significantly improved with few constraints, making this semi-supervised approach an attractive alternative in the categorization of image databases."
}

@ARTICLE{Auriere2015,
      author = {{Auri{\`e}re}, M. and {Konstantinova-Antova}, R. and {Charbonnel}, C. and
         {Wade}, G.~A. and {Tsvetkova}, S. and {Petit}, P. and {Dintrans}, B. and
         {Drake}, N.~A. and {Decressin}, T. and {Lagarde}, N. and
         {Donati}, J. -F. and {Roudier}, T. and {Ligni{\`e}res}, F. and
         {Schr{\"o}der}, K. -P. and {Landstreet}, J.~D. and {L{\`e}bre}, A. and
         {Weiss}, W.~W. and {Zahn}, J. -P.},
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}

@ARTICLE{Jermyn2021,
       author = {{Jermyn}, Adam S. and {Schwab}, Josiah and {Bauer}, Evan and {Timmes}, F.~X. and {Potekhin}, Alexander Y.},
        title = "{Skye: A Differentiable Equation of State}",
      journal = {\apj},
     keywords = {Stellar physics, Stellar evolutionary models, Publicly available software, 1621, 2046, 1864, Astrophysics - Solar and Stellar Astrophysics, Astrophysics - Astrophysics of Galaxies, Astrophysics - Instrumentation and Methods for Astrophysics},
         year = 2021,
        month = may,
       volume = {913},
       number = {1},
          eid = {72},
        pages = {72},
          doi = {10.3847/1538-4357/abf48e},
archivePrefix = {arXiv},
       eprint = {2104.00691},
 primaryClass = {astro-ph.SR},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2021ApJ...913...72J},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

@article{Eggleton1983,
  author = {{Eggleton}, P.~P.},
  title = {{Approximations to the radii of Roche lobes}},
  journal = {\apj},
  keywords = {Binary Stars, Celestial Mechanics, Orbital Elements, Roche Limit, Mass Ratios, Radii},
  year = {1983},
  month = {may},
  volume = {268},
  pages = {368},
  doi = {10.1086/160960},
  adsurl = {https://ui.adsabs.harvard.edu/abs/1983ApJ...268..368E},
  adsnote = {Provided by the SAO/NASA Astrophysics Data System},
}

@article{Ritter1988,
  author = {{Ritter}, H.},
  title = {{Turning on and off mass transfer in cataclysmic binaries}},
  journal = {\aap},
  keywords = {Accretion Disks, Binary Stars, Cataclysmic Variables, Mass Transfer, Stellar Evolution, Angular Momentum, Computational Astrophysics, Main Sequence Stars, Photosphere, Stellar Atmospheres, White Dwarf Stars},
  year = {1988},
  month = aug,
  volume = {202},
  pages = {93-100},
  adsurl = {https://ui.adsabs.harvard.edu/abs/1988A%26A...202...93R},
  adsnote = {Provided by the SAO/NASA Astrophysics Data System},
}

@ARTICLE{Dewitt1973,
       author = {{Dewitt}, H.~E. and {Graboske}, H.~C. and {Cooper}, M.~S.},
        title = "{Screening Factors for Nuclear Reactions. I. General Theory}",
      journal = {\apj},
         year = 1973,
        month = Apr,
       volume = {181},
        pages = {439-456},
          doi = {10.1086/152061},
       adsurl = {https://ui.adsabs.harvard.edu/\#abs/1973ApJ...181..439D},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@ARTICLE{Salpeter1954,
       author = {{Salpeter}, E.~E.},
        title = "{Electrons Screening and Thermonuclear Reactions}",
      journal = {Australian Journal of Physics},
         year = 1954,
        month = Sep,
       volume = {7},
        pages = {373},
          doi = {10.1071/PH540373},
       adsurl = {https://ui.adsabs.harvard.edu/\#abs/1954AuJPh...7..373S},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

@ARTICLE{Alastuey1978,
       author = {{Alastuey}, A. and {Jancovici}, B.},
        title = "{Nuclear reaction rate enhancement in dense stellar matter.}",
      journal = {\apj},
     keywords = {Astrophysics, Magnetohydrodynamics, Nuclear Astrophysics, Reaction Kinetics, Thermonuclear Reactions, Correlation, Nuclei (Nuclear Physics), Perturbation Theory, Potential Theory, Quantum Mechanics, Astrophysics, Nuclear Reactions:Stellar Interiors},
         year = 1978,
        month = Dec,
       volume = {226},
        pages = {1034-1040},
          doi = {10.1086/156681},
       adsurl = {https://ui.adsabs.harvard.edu/\#abs/1978ApJ...226.1034A},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

@ARTICLE{Itoh1979,
       author = {{Itoh}, N. and {Totsuji}, H. and {Ichimaru}, S. and {Dewitt}, H.~E.},
        title = "{Enhancement of thermonuclear reaction rate due to strong screening. II - Ionic mixtures}",
      journal = {\apj},
     keywords = {Nonuniform Plasmas, Reaction Kinetics, Thermonuclear Reactions, Astrophysics, Binary Mixtures, Dense Plasmas, Monte Carlo Method, Astrophysics},
         year = 1979,
        month = Dec,
       volume = {234},
        pages = {1079-1084},
          doi = {10.1086/157590},
       adsurl = {https://ui.adsabs.harvard.edu/\#abs/1979ApJ...234.1079I},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

