{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T16:40:38Z","timestamp":1776876038934,"version":"3.51.2"},"reference-count":102,"publisher":"EDP Sciences","license":[{"start":{"date-parts":[[2023,3,14]],"date-time":"2023-03-14T00:00:00Z","timestamp":1678752000000},"content-version":"vor","delay-in-days":13,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["A&amp;A"],"accepted":{"date-parts":[[2022,9,15]]},"published-print":{"date-parts":[[2023,3]]},"abstract":"<jats:p>The<jats:italic>Euclid<\/jats:italic>Space Telescope will provide deep imaging at optical and near-infrared wavelengths, along with slitless near-infrared spectroscopy, across ~15 000deg<jats:sup>2<\/jats:sup>of the sky.<jats:italic>Euclid<\/jats:italic>is expected to detect ~12 billion astronomical sources, facilitating new insights into cosmology, galaxy evolution, and various other topics. In order to optimally exploit the expected very large dataset, appropriate methods and software tools need to be developed. Here we present a novel machine-learning-based methodology for the selection of quiescent galaxies using broadband<jats:italic>Euclid I<\/jats:italic><jats:sub><jats:italic>E<\/jats:italic><\/jats:sub>,<jats:italic>Y<\/jats:italic><jats:sub><jats:italic>E<\/jats:italic><\/jats:sub>,<jats:italic>J<\/jats:italic><jats:sub>E<\/jats:sub>, and<jats:italic>H<\/jats:italic><jats:sub>E<\/jats:sub>photometry, in combination with multi-wavelength photometry from other large surveys (e.g. the<jats:italic>Rubin<\/jats:italic>LSST). The ARIADNE pipeline uses meta-learning to fuse decision-tree ensembles, nearest-neighbours, and deep-learning methods into a single classifier that yields significantly higher accuracy than any of the individual learning methods separately. The pipeline has been designed to have 'sparsity awareness', such that missing photometry values are informative for the classification. In addition, our pipeline is able to derive photometric redshifts for galaxies selected as quiescent, aided by the 'pseudo-labelling' semi-supervised method, and using an outlier detection algorithm to identify and reject likely catastrophic outliers. After the application of the outlier filter, our pipeline achieves a normalised mean absolute deviation of \u22720.03 and a fraction of catastrophic outliers of \u22720.02 when measured against the COSMOS2015 photometric redshifts. We apply our classification pipeline to mock galaxy photometry catalogues corresponding to three main scenarios: (i)<jats:italic>Euclid<\/jats:italic>Deep Survey photometry with ancillary<jats:italic>ugriz,<\/jats:italic>WISE, and radio data; (ii)<jats:italic>Euclid<\/jats:italic>Wide Survey photometry with ancillary<jats:italic>ugriz,<\/jats:italic>WISE, and radio data; and (iii)<jats:italic>Euclid<\/jats:italic>Wide Survey photometry only, with no foreknowledge of galaxy redshifts. In a like-for-like comparison, our classification pipeline outperforms<jats:italic>UVJ<\/jats:italic>selection, in addition to the<jats:italic>Euclid I<\/jats:italic><jats:sub><jats:italic>E<\/jats:italic><\/jats:sub>\u2013<jats:italic>Y<\/jats:italic><jats:sub>E<\/jats:sub>,<jats:italic>J<\/jats:italic><jats:sub>E<\/jats:sub>\u2013<jats:italic>H<\/jats:italic><jats:sub>E<\/jats:sub>and<jats:italic>u<\/jats:italic>\u2013<jats:italic>I<\/jats:italic><jats:sub>E<\/jats:sub>, I<jats:sub><jats:italic>E<\/jats:italic><\/jats:sub>\u2013<jats:italic>J<\/jats:italic><jats:sub>E<\/jats:sub>colour-colour methods, with improvements in completeness and the<jats:italic>F<\/jats:italic>1-score (the harmonic mean of precision and recall) of up to a factor of 2.<\/jats:p>","DOI":"10.1051\/0004-6361\/202244307","type":"journal-article","created":{"date-parts":[[2022,11,10]],"date-time":"2022-11-10T09:02:56Z","timestamp":1668070976000},"page":"A99","source":"Crossref","is-referenced-by-count":21,"title":["<i>Euclid<\/i>preparation"],"prefix":"10.1051","volume":"671","author":[{"name":"Euclid Collaboration","sequence":"first","affiliation":[]},{"given":"A.","family":"Humphrey","sequence":"additional","affiliation":[]},{"given":"L.","family":"Bisigello","sequence":"additional","affiliation":[]},{"given":"P. A. C.","family":"Cunha","sequence":"additional","affiliation":[]},{"given":"M.","family":"Bolzonella","sequence":"additional","affiliation":[]},{"given":"S.","family":"Fotopoulou","sequence":"additional","affiliation":[]},{"given":"K.","family":"Caputi","sequence":"additional","affiliation":[]},{"given":"C.","family":"Tortora","sequence":"additional","affiliation":[]},{"given":"G.","family":"Zamorani","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3733-8174","authenticated-orcid":false,"given":"P.","family":"Papaderos","sequence":"additional","affiliation":[]},{"given":"D.","family":"Vergani","sequence":"additional","affiliation":[]},{"given":"J.","family":"Brinchmann","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7616-7136","authenticated-orcid":false,"given":"M.","family":"Moresco","sequence":"additional","affiliation":[]},{"given":"A.","family":"Amara","sequence":"additional","affiliation":[]},{"given":"N.","family":"Auricchio","sequence":"additional","affiliation":[]},{"given":"M.","family":"Baldi","sequence":"additional","affiliation":[]},{"given":"R.","family":"Bender","sequence":"additional","affiliation":[]},{"given":"D.","family":"Bonino","sequence":"additional","affiliation":[]},{"given":"E.","family":"Branchini","sequence":"additional","affiliation":[]},{"given":"M.","family":"Brescia","sequence":"additional","affiliation":[]},{"given":"S.","family":"Camera","sequence":"additional","affiliation":[]},{"given":"V.","family":"Capobianco","sequence":"additional","affiliation":[]},{"given":"C.","family":"Carbone","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3130-0204","authenticated-orcid":false,"given":"J.","family":"Carretero","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7316-4573","authenticated-orcid":false,"given":"F. J.","family":"Castander","sequence":"additional","affiliation":[]},{"given":"M.","family":"Castellano","sequence":"additional","affiliation":[]},{"given":"S.","family":"Cavuoti","sequence":"additional","affiliation":[]},{"given":"A.","family":"Cimatti","sequence":"additional","affiliation":[]},{"given":"R.","family":"Cledassou","sequence":"additional","affiliation":[]},{"given":"G.","family":"Congedo","sequence":"additional","affiliation":[]},{"given":"C. J.","family":"Conselice","sequence":"additional","affiliation":[]},{"given":"L.","family":"Conversi","sequence":"additional","affiliation":[]},{"given":"Y.","family":"Copin","sequence":"additional","affiliation":[]},{"given":"L.","family":"Corcione","sequence":"additional","affiliation":[]},{"given":"F.","family":"Courbin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4571-9468","authenticated-orcid":false,"given":"M.","family":"Cropper","sequence":"additional","affiliation":[]},{"given":"A.","family":"Da Silva","sequence":"additional","affiliation":[]},{"given":"H.","family":"Degaudenzi","sequence":"additional","affiliation":[]},{"given":"M.","family":"Douspis","sequence":"additional","affiliation":[]},{"given":"F.","family":"Dubath","sequence":"additional","affiliation":[]},{"given":"C. A. J.","family":"Duncan","sequence":"additional","affiliation":[]},{"given":"X.","family":"Dupac","sequence":"additional","affiliation":[]},{"given":"S.","family":"Dusini","sequence":"additional","affiliation":[]},{"given":"S.","family":"Farrens","sequence":"additional","affiliation":[]},{"given":"S.","family":"Ferriol","sequence":"additional","affiliation":[]},{"given":"M.","family":"Frailis","sequence":"additional","affiliation":[]},{"given":"E.","family":"Franceschi","sequence":"additional","affiliation":[]},{"given":"M.","family":"Fumana","sequence":"additional","affiliation":[]},{"given":"P.","family":"G\u00f3mez-Alvarez","sequence":"additional","affiliation":[]},{"given":"S.","family":"Galeotta","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7455-8750","authenticated-orcid":false,"given":"B.","family":"Garilli","sequence":"additional","affiliation":[]},{"given":"W.","family":"Gillard","sequence":"additional","affiliation":[]},{"given":"B.","family":"Gillis","sequence":"additional","affiliation":[]},{"given":"C.","family":"Giocoli","sequence":"additional","affiliation":[]},{"given":"A.","family":"Grazian","sequence":"additional","affiliation":[]},{"given":"F.","family":"Grupp","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8264-5192","authenticated-orcid":false,"given":"L.","family":"Guzzo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9648-7260","authenticated-orcid":false,"given":"S. V. H.","family":"Haugan","sequence":"additional","affiliation":[]},{"given":"W.","family":"Holmes","sequence":"additional","affiliation":[]},{"given":"F.","family":"Hormuth","sequence":"additional","affiliation":[]},{"given":"K.","family":"Jahnke","sequence":"additional","affiliation":[]},{"given":"M.","family":"K\u00fcmmel","sequence":"additional","affiliation":[]},{"given":"S.","family":"Kermiche","sequence":"additional","affiliation":[]},{"given":"A.","family":"Kiessling","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9513-7138","authenticated-orcid":false,"given":"M.","family":"Kilbinger","sequence":"additional","affiliation":[]},{"given":"T.","family":"Kitching","sequence":"additional","affiliation":[]},{"given":"R.","family":"Kohley","sequence":"additional","affiliation":[]},{"given":"M.","family":"Kunz","sequence":"additional","affiliation":[]},{"given":"H.","family":"Kurki-Suonio","sequence":"additional","affiliation":[]},{"given":"S.","family":"Ligori","sequence":"additional","affiliation":[]},{"given":"P. B.","family":"Lilje","sequence":"additional","affiliation":[]},{"given":"I.","family":"Lloro","sequence":"additional","affiliation":[]},{"given":"E.","family":"Maiorano","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5758-4658","authenticated-orcid":false,"given":"O.","family":"Mansutti","sequence":"additional","affiliation":[]},{"given":"O.","family":"Marggraf","sequence":"additional","affiliation":[]},{"given":"K.","family":"Markovic","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8850-0303","authenticated-orcid":false,"given":"F.","family":"Marulli","sequence":"additional","affiliation":[]},{"given":"R.","family":"Massey","sequence":"additional","affiliation":[]},{"given":"S.","family":"Maurogordato","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9489-7765","authenticated-orcid":false,"given":"H. J.","family":"McCracken","sequence":"additional","affiliation":[]},{"given":"E.","family":"Medinaceli","sequence":"additional","affiliation":[]},{"given":"M.","family":"Melchior","sequence":"additional","affiliation":[]},{"given":"M.","family":"Meneghetti","sequence":"additional","affiliation":[]},{"given":"E.","family":"Merlin","sequence":"additional","affiliation":[]},{"given":"G.","family":"Meylan","sequence":"additional","affiliation":[]},{"given":"L.","family":"Moscardini","sequence":"additional","affiliation":[]},{"given":"E.","family":"Munari","sequence":"additional","affiliation":[]},{"given":"R.","family":"Nakajima","sequence":"additional","affiliation":[]},{"given":"S. M.","family":"Niemi","sequence":"additional","affiliation":[]},{"given":"J.","family":"Nightingale","sequence":"additional","affiliation":[]},{"given":"C.","family":"Padilla","sequence":"additional","affiliation":[]},{"given":"S.","family":"Paltani","sequence":"additional","affiliation":[]},{"given":"F.","family":"Pasian","sequence":"additional","affiliation":[]},{"given":"K.","family":"Pedersen","sequence":"additional","affiliation":[]},{"given":"V.","family":"Pettorino","sequence":"additional","affiliation":[]},{"given":"S.","family":"Pires","sequence":"additional","affiliation":[]},{"given":"M.","family":"Poncet","sequence":"additional","affiliation":[]},{"given":"L.","family":"Popa","sequence":"additional","affiliation":[]},{"given":"L.","family":"Pozzetti","sequence":"additional","affiliation":[]},{"given":"F.","family":"Raison","sequence":"additional","affiliation":[]},{"given":"A.","family":"Renzi","sequence":"additional","affiliation":[]},{"given":"J.","family":"Rhodes","sequence":"additional","affiliation":[]},{"given":"G.","family":"Riccio","sequence":"additional","affiliation":[]},{"given":"E.","family":"Romelli","sequence":"additional","affiliation":[]},{"given":"M.","family":"Roncarelli","sequence":"additional","affiliation":[]},{"given":"E.","family":"Rossetti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0378-7032","authenticated-orcid":false,"given":"R.","family":"Saglia","sequence":"additional","affiliation":[]},{"given":"D.","family":"Sapone","sequence":"additional","affiliation":[]},{"given":"B.","family":"Sartoris","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2229-193X","authenticated-orcid":false,"given":"R.","family":"Scaramella","sequence":"additional","affiliation":[]},{"given":"P.","family":"Schneider","sequence":"additional","affiliation":[]},{"given":"M.","family":"Scodeggio","sequence":"additional","affiliation":[]},{"given":"A.","family":"Secroun","sequence":"additional","affiliation":[]},{"given":"G.","family":"Seidel","sequence":"additional","affiliation":[]},{"given":"C.","family":"Sirignano","sequence":"additional","affiliation":[]},{"given":"G.","family":"Sirri","sequence":"additional","affiliation":[]},{"given":"L.","family":"Stanco","sequence":"additional","affiliation":[]},{"given":"P.","family":"Tallada-Cresp\u00ed","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7475-9894","authenticated-orcid":false,"given":"D.","family":"Tavagnacco","sequence":"additional","affiliation":[]},{"given":"A. N.","family":"Taylor","sequence":"additional","affiliation":[]},{"given":"I.","family":"Tereno","sequence":"additional","affiliation":[]},{"given":"R.","family":"Toledo-Moreo","sequence":"additional","affiliation":[]},{"given":"F.","family":"Torradeflot","sequence":"additional","affiliation":[]},{"given":"I.","family":"Tutusaus","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1170-0104","authenticated-orcid":false,"given":"L.","family":"Valenziano","sequence":"additional","affiliation":[]},{"given":"T.","family":"Vassallo","sequence":"additional","affiliation":[]},{"given":"Y.","family":"Wang","sequence":"additional","affiliation":[]},{"given":"J.","family":"Weller","sequence":"additional","affiliation":[]},{"given":"A.","family":"Zacchei","sequence":"additional","affiliation":[]},{"given":"J.","family":"Zoubian","sequence":"additional","affiliation":[]},{"given":"S.","family":"Andreon","sequence":"additional","affiliation":[]},{"given":"S.","family":"Bardelli","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7387-2633","authenticated-orcid":false,"given":"A.","family":"Boucaud","sequence":"additional","affiliation":[]},{"given":"R.","family":"Farinelli","sequence":"additional","affiliation":[]},{"given":"J.","family":"Graci\u00e1-Carpio","sequence":"additional","affiliation":[]},{"given":"D.","family":"Maino","sequence":"additional","affiliation":[]},{"given":"N.","family":"Mauri","sequence":"additional","affiliation":[]},{"given":"S.","family":"Mei","sequence":"additional","affiliation":[]},{"given":"N.","family":"Morisset","sequence":"additional","affiliation":[]},{"given":"F.","family":"Sureau","sequence":"additional","affiliation":[]},{"given":"M.","family":"Tenti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8186-3793","authenticated-orcid":false,"given":"A.","family":"Tramacere","sequence":"additional","affiliation":[]},{"given":"E.","family":"Zucca","sequence":"additional","affiliation":[]},{"given":"C.","family":"Baccigalupi","sequence":"additional","affiliation":[]},{"given":"A.","family":"Balaguera-Antol\u00ednez","sequence":"additional","affiliation":[]},{"given":"A.","family":"Biviano","sequence":"additional","affiliation":[]},{"given":"A.","family":"Blanchard","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6151-6439","authenticated-orcid":false,"given":"S.","family":"Borgani","sequence":"additional","affiliation":[]},{"given":"E.","family":"Bozzo","sequence":"additional","affiliation":[]},{"given":"C.","family":"Burigana","sequence":"additional","affiliation":[]},{"given":"R.","family":"Cabanac","sequence":"additional","affiliation":[]},{"given":"A.","family":"Cappi","sequence":"additional","affiliation":[]},{"given":"C. S.","family":"Carvalho","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4751-5138","authenticated-orcid":false,"given":"S.","family":"Casas","sequence":"additional","affiliation":[]},{"given":"G.","family":"Castignani","sequence":"additional","affiliation":[]},{"given":"C.","family":"Colodro-Conde","sequence":"additional","affiliation":[]},{"given":"A. R.","family":"Cooray","sequence":"additional","affiliation":[]},{"given":"J.","family":"Coupon","sequence":"additional","affiliation":[]},{"given":"H. M.","family":"Courtois","sequence":"additional","affiliation":[]},{"given":"O.","family":"Cucciati","sequence":"additional","affiliation":[]},{"given":"S.","family":"Davini","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6220-9104","authenticated-orcid":false,"given":"G.","family":"De Lucia","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9767-3839","authenticated-orcid":false,"given":"H.","family":"Dole","sequence":"additional","affiliation":[]},{"given":"J. A.","family":"Escartin","sequence":"additional","affiliation":[]},{"given":"S.","family":"Escoffier","sequence":"additional","affiliation":[]},{"given":"M.","family":"Fabricius","sequence":"additional","affiliation":[]},{"given":"M.","family":"Farina","sequence":"additional","affiliation":[]},{"given":"F.","family":"Finelli","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8159-8208","authenticated-orcid":false,"given":"K.","family":"Ganga","sequence":"additional","affiliation":[]},{"given":"J.","family":"Garcia-Bellido","sequence":"additional","affiliation":[]},{"given":"K.","family":"George","sequence":"additional","affiliation":[]},{"given":"F.","family":"Giacomini","sequence":"additional","affiliation":[]},{"given":"G.","family":"Gozaliasl","sequence":"additional","affiliation":[]},{"given":"I.","family":"Hook","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1416-8483","authenticated-orcid":false,"given":"M.","family":"Huertas-Company","sequence":"additional","affiliation":[]},{"given":"B.","family":"Joachimi","sequence":"additional","affiliation":[]},{"given":"V.","family":"Kansal","sequence":"additional","affiliation":[]},{"given":"A.","family":"Kashlinsky","sequence":"additional","affiliation":[]},{"given":"E.","family":"Keihanen","sequence":"additional","affiliation":[]},{"given":"C. C.","family":"Kirkpatrick","sequence":"additional","affiliation":[]},{"given":"V.","family":"Lindholm","sequence":"additional","affiliation":[]},{"given":"G.","family":"Mainetti","sequence":"additional","affiliation":[]},{"given":"R.","family":"Maoli","sequence":"additional","affiliation":[]},{"given":"S.","family":"Marcin","sequence":"additional","affiliation":[]},{"given":"M.","family":"Martinelli","sequence":"additional","affiliation":[]},{"given":"N.","family":"Martinet","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3517-2422","authenticated-orcid":false,"given":"M.","family":"Maturi","sequence":"additional","affiliation":[]},{"given":"R. B.","family":"Metcalf","sequence":"additional","affiliation":[]},{"given":"G.","family":"Morgante","sequence":"additional","affiliation":[]},{"given":"A. A.","family":"Nucita","sequence":"additional","affiliation":[]},{"given":"L.","family":"Patrizii","sequence":"additional","affiliation":[]},{"given":"A.","family":"Peel","sequence":"additional","affiliation":[]},{"given":"J. E.","family":"Pollack","sequence":"additional","affiliation":[]},{"given":"V.","family":"Popa","sequence":"additional","affiliation":[]},{"given":"C.","family":"Porciani","sequence":"additional","affiliation":[]},{"given":"D.","family":"Potter","sequence":"additional","affiliation":[]},{"given":"P.","family":"Reimberg","sequence":"additional","affiliation":[]},{"given":"A. G.","family":"S\u00e1nchez","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2568-9994","authenticated-orcid":false,"given":"M.","family":"Schirmer","sequence":"additional","affiliation":[]},{"given":"M.","family":"Schultheis","sequence":"additional","affiliation":[]},{"given":"V.","family":"Scottez","sequence":"additional","affiliation":[]},{"given":"E.","family":"Sefusatti","sequence":"additional","affiliation":[]},{"given":"J.","family":"Stadel","sequence":"additional","affiliation":[]},{"given":"R.","family":"Teyssier","sequence":"additional","affiliation":[]},{"given":"C.","family":"Valieri","sequence":"additional","affiliation":[]},{"given":"J.","family":"Valiviita","sequence":"additional","affiliation":[]},{"given":"M.","family":"Viel","sequence":"additional","affiliation":[]},{"given":"F.","family":"Calura","sequence":"additional","affiliation":[]},{"given":"H.","family":"Hildebrandt","sequence":"additional","affiliation":[]}],"member":"250","published-online":{"date-parts":[[2023,3,14]]},"reference":[{"key":"R1","unstructured":"Akeson R., Armus L., Bachelet E., et al. 2019, ArXiv e-prints [arXiv:1902.05569]"},{"key":"R2","doi-asserted-by":"crossref","first-page":"3306","DOI":"10.1093\/mnras\/stt1500","volume":"435","author":"Alexandroff","year":"2013","journal-title":"MNRAS"},{"key":"R3","doi-asserted-by":"crossref","first-page":"A105","DOI":"10.1051\/0004-6361\/201322786","volume":"578","author":"Amor\u00edn","year":"2015","journal-title":"A&A"},{"key":"R4","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1051\/0004-6361:20077632","volume":"476","author":"Arnouts","year":"2007","journal-title":"A&A"},{"key":"R5","doi-asserted-by":"crossref","first-page":"A67","DOI":"10.1051\/0004-6361\/201321768","volume":"558","author":"Arnouts","year":"2013","journal-title":"A&A"},{"key":"R6","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1086\/380092","volume":"600","author":"Baldry","year":"2004","journal-title":"ApJ"},{"key":"R7","doi-asserted-by":"crossref","first-page":"A87","DOI":"10.1051\/0004-6361\/202038986","volume":"645","author":"Baqui","year":"2021","journal-title":"A&A"},{"key":"R8","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1088\/0004-637X\/799\/2\/206","volume":"799","author":"Belli","year":"2015","journal-title":"ApJ"},{"key":"R9","doi-asserted-by":"crossref","first-page":"2337","DOI":"10.1093\/mnras\/staa885","volume":"494","author":"Bisigello","year":"2020","journal-title":"MNRAS"},{"key":"R10","doi-asserted-by":"crossref","first-page":"A52","DOI":"10.1051\/0004-6361\/202039909","volume":"651","author":"Bisigello","year":"2021","journal-title":"A&A"},{"key":"R11","first-page":"476","volume":"363","author":"Bolzonella","year":"2000","journal-title":"A&A"},{"key":"R12","doi-asserted-by":"crossref","first-page":"A137","DOI":"10.1051\/0004-6361\/201833972","volume":"622","author":"Bonjean","year":"2019","journal-title":"A&A"},{"key":"R13","doi-asserted-by":"crossref","first-page":"4579","DOI":"10.1093\/mnras\/staa3946","volume":"501","author":"Bowles","year":"2021","journal-title":"MNRAS"},{"key":"R14","first-page":"1","volume":"45","author":"Breiman","year":"2001","journal-title":"Mach. Learn."},{"key":"R15","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1088\/0004-637X\/772\/2\/140","volume":"772","author":"Brescia","year":"2013","journal-title":"ApJ"},{"key":"R16","unstructured":"Bretonni\u00e8re H., Boucaud A., & Huertas-Company M. 2021, ArXiv e-prints [arXiv:2111.15455]"},{"key":"R17","doi-asserted-by":"crossref","first-page":"1000","DOI":"10.1046\/j.1365-8711.2003.06897.x","volume":"344","author":"Bruzual","year":"2003","journal-title":"MNRAS"},{"key":"R18","doi-asserted-by":"crossref","first-page":"682","DOI":"10.1086\/308692","volume":"533","author":"Calzetti","year":"2000","journal-title":"ApJ"},{"key":"R19","doi-asserted-by":"crossref","first-page":"968","DOI":"10.1093\/mnras\/stt1961","volume":"437","author":"Cavuoti","year":"2014","journal-title":"MNRAS"},{"key":"R20","doi-asserted-by":"crossref","first-page":"2039","DOI":"10.1093\/mnras\/stw3208","volume":"466","author":"Cavuoti","year":"2017","journal-title":"MNRAS"},{"key":"R21","doi-asserted-by":"crossref","first-page":"L14","DOI":"10.3847\/2041-8213\/ab2c80","volume":"880","author":"Cecchi","year":"2019","journal-title":"ApJ"},{"key":"R22","first-page":"1","volume":"52","author":"Chambers","year":"2020","journal-title":"Bull. Am. Astron. Soc."},{"key":"R23","doi-asserted-by":"crossref","unstructured":"Chen T., & Guestrin C., 2016, KDD '16: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 785","DOI":"10.1145\/2939672.2939785"},{"key":"R24","first-page":"10","volume":"180","author":"Cirasuolo","year":"2020","journal-title":"The Messenger"},{"key":"R25","doi-asserted-by":"crossref","first-page":"A84","DOI":"10.1051\/0004-6361\/201936770","volume":"639","author":"Clarke","year":"2020","journal-title":"A&A"},{"key":"R26","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1086\/383254","volume":"116","author":"Collister","year":"2004","journal-title":"PASP"},{"key":"R27","first-page":"99040Q","volume":"9904","author":"Cropper","year":"2016","journal-title":"Proc. SPIE"},{"key":"R28","doi-asserted-by":"crossref","first-page":"A87","DOI":"10.1051\/0004-6361\/202243135","volume":"666","author":"Cunha","year":"2022","journal-title":"A&A"},{"key":"R29","doi-asserted-by":"crossref","first-page":"746","DOI":"10.1086\/425569","volume":"617","author":"Daddi","year":"2004","journal-title":"ApJ"},{"key":"R30","doi-asserted-by":"crossref","first-page":"1377","DOI":"10.1093\/mnras\/stz856","volume":"486","author":"Delli Veneri","year":"2019","journal-title":"MNRAS"},{"key":"R31","doi-asserted-by":"crossref","first-page":"166","DOI":"10.3847\/1538-4357\/aad9f5","volume":"864","author":"Deshmukh","year":"2018","journal-title":"ApJ"},{"key":"R32","doi-asserted-by":"crossref","first-page":"1482","DOI":"10.1109\/JPROC.2009.2021005","volume":"97","author":"Dewdney","year":"2009","journal-title":"IEEE Proc."},{"key":"R33","doi-asserted-by":"crossref","first-page":"168","DOI":"10.3847\/1538-3881\/ab089d","volume":"157","author":"Dey","year":"2019","journal-title":"AJ"},{"key":"R34","doi-asserted-by":"crossref","first-page":"297","DOI":"10.2307\/1932409","volume":"26","author":"Dice","year":"1945","journal-title":"Ecology"},{"key":"R35","doi-asserted-by":"crossref","first-page":"1441","DOI":"10.1093\/mnras\/stv632","volume":"450","author":"Dieleman","year":"2015","journal-title":"MNRAS"},{"key":"R36","doi-asserted-by":"crossref","first-page":"3661","DOI":"10.1093\/mnras\/sty338","volume":"476","author":"Dom\u00ednguez S\u00e1nchez","year":"2018","journal-title":"MNRAS"},{"key":"R37","doi-asserted-by":"crossref","first-page":"A31","DOI":"10.1051\/0004-6361\/202039403","volume":"644","author":"Desprez","year":"2020","journal-title":"A&A"},{"key":"R38","doi-asserted-by":"crossref","first-page":"A112","DOI":"10.1051\/0004-6361\/202141938","volume":"662","author":"Scaramella","year":"2022","journal-title":"A&A"},{"key":"R39","doi-asserted-by":"crossref","first-page":"A126","DOI":"10.1051\/0004-6361\/202142361","volume":"658","author":"Moneti","year":"2022","journal-title":"A&A"},{"key":"R40","doi-asserted-by":"crossref","first-page":"A92","DOI":"10.1051\/0004-6361\/202142897","volume":"662","author":"Schirmer","year":"2022","journal-title":"A&A"},{"key":"R41","doi-asserted-by":"crossref","first-page":"100","DOI":"10.3847\/1538-4357\/aabcba","volume":"858","author":"Fang","year":"2018","journal-title":"ApJ"},{"key":"R42","doi-asserted-by":"crossref","first-page":"A14","DOI":"10.1051\/0004-6361\/201730763","volume":"619","author":"Fotopoulou","year":"2018","journal-title":"A&A"},{"key":"R43","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1088\/0067-0049\/198\/1\/1","volume":"198","author":"Fotopoulou","year":"2012","journal-title":"ApJS"},{"key":"R44","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1088\/0004-637X\/796\/1\/35","volume":"796","author":"Fumagalli","year":"2014","journal-title":"ApJ"},{"key":"R45","doi-asserted-by":"crossref","first-page":"A80","DOI":"10.1051\/0004-6361\/201834547","volume":"632","author":"Girelli","year":"2019","journal-title":"A&A"},{"key":"R46","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1038\/nature21680","volume":"544","author":"Glazebrook","year":"2017","journal-title":"Nature"},{"key":"R47","doi-asserted-by":"crossref","first-page":"A63","DOI":"10.1051\/0004-6361\/201628986","volume":"603","author":"Gomes","year":"2017","journal-title":"A&A"},{"key":"R48","doi-asserted-by":"crossref","first-page":"2471","DOI":"10.1093\/mnras\/stab1867","volume":"506","author":"Guarneri","year":"2021","journal-title":"MNRAS"},{"key":"R49","first-page":"17","volume":"175","author":"Guiglion","year":"2019","journal-title":"The Messenger"},{"key":"R50","doi-asserted-by":"crossref","first-page":"3040","DOI":"10.1086\/300645","volume":"116","author":"Gunn","year":"1998","journal-title":"AJ"},{"key":"R51","first-page":"8","volume":"2","author":"Haro","year":"1956","journal-title":"Bol. Observ. Tonantz. Tacubaya"},{"key":"R52","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1038\/s41586-020-2649-2","volume":"585","author":"Harris","year":"2020","journal-title":"Nature"},{"key":"R53","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1088\/0067-0049\/221\/1\/8","volume":"221","author":"Huertas-Company","year":"2015","journal-title":"ApJS"},{"key":"R54","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1093\/mnras\/stac3596","volume":"520","author":"Humphrey","year":"2023","journal-title":"MNRAS"},{"key":"R55","doi-asserted-by":"crossref","first-page":"841","DOI":"10.1051\/0004-6361:20065138","volume":"457","author":"Ilbert","year":"2006","journal-title":"A&A"},{"key":"R56","doi-asserted-by":"crossref","first-page":"644","DOI":"10.1088\/0004-637X\/709\/2\/644","volume":"709","author":"Ilbert","year":"2010","journal-title":"ApJ"},{"key":"R57","doi-asserted-by":"crossref","first-page":"A55","DOI":"10.1051\/0004-6361\/201321100","volume":"556","author":"Ilbert","year":"2013","journal-title":"A&A"},{"key":"R58","doi-asserted-by":"crossref","first-page":"111","DOI":"10.3847\/1538-4357\/ab042c","volume":"873","author":"Ivezic","year":"2019","journal-title":"ApJ"},{"key":"R59","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1046\/j.1365-8711.2003.06291.x","volume":"341","author":"Kauffmann","year":"2003","journal-title":"MNRAS"},{"key":"R60","first-page":"3146","volume":"30","author":"Ke","year":"2017","journal-title":"Adv. Neural Inform. Process. Syst."},{"key":"R61","doi-asserted-by":"crossref","first-page":"24","DOI":"10.3847\/0067-0049\/224\/2\/24","volume":"224","author":"Laigle","year":"2016","journal-title":"ApJS"},{"key":"R62","unstructured":"Laureijs R., Amiaux J., Arduini S., et al. 2011, ArXiv e-prints [arXiv:1110.3193]"},{"key":"R63","unstructured":"Lee D. 2013, ICML Workshop: Challenges in Representation Learning (WREPL), Atlanta, Georgia, USA"},{"key":"R64","doi-asserted-by":"crossref","first-page":"L9","DOI":"10.3847\/2041-8213\/ab2f8c","volume":"880","author":"Leja","year":"2019","journal-title":"ApJ"},{"key":"R65","doi-asserted-by":"crossref","first-page":"A154","DOI":"10.1051\/0004-6361\/201936648","volume":"633","author":"Logan","year":"2020","journal-title":"A&A"},{"key":"R66","doi-asserted-by":"crossref","first-page":"99040T","DOI":"10.1117\/12.2232941","volume":"9904","author":"Maciaszek","year":"2016","journal-title":"Proc. SPIE"},{"key":"R67","unstructured":"McKinney W., 2010, in Proceedings of the 9th Python in Science Conference, 51"},{"key":"R68","doi-asserted-by":"crossref","first-page":"A61","DOI":"10.1051\/0004-6361\/201321797","volume":"558","author":"Moresco","year":"2013","journal-title":"A&A"},{"key":"R69","doi-asserted-by":"crossref","first-page":"2770","DOI":"10.1093\/mnras\/stab164","volume":"502","author":"Mucesh","year":"2021","journal-title":"MNRAS"},{"key":"R70","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1088\/0067-0049\/206\/1\/8","volume":"206","author":"Muzzin","year":"2013","journal-title":"ApJS"},{"key":"R71","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1016\/j.neucom.2018.12.076","volume":"342","author":"Nolte","year":"2019","journal-title":"Neurocomputing"},{"key":"R72","doi-asserted-by":"crossref","first-page":"1354","DOI":"10.1086\/133317","volume":"105","author":"Odewahn","year":"1993","journal-title":"PASP"},{"key":"R73","doi-asserted-by":"crossref","first-page":"A26","DOI":"10.1051\/0004-6361\/201833617","volume":"621","author":"Pasquet","year":"2019","journal-title":"A&A"},{"key":"R74","first-page":"2825","volume":"12","author":"Pedregosa","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"R75","doi-asserted-by":"crossref","first-page":"A1","DOI":"10.1051\/0004-6361\/202039313","volume":"647","author":"Predehl","year":"2021","journal-title":"A&A"},{"key":"R76","first-page":"6638","volume":"31","author":"Prokhorenkova","year":"2018","journal-title":"Adv. Neural Inform. Process. Syst."},{"key":"R77","doi-asserted-by":"crossref","first-page":"5034","DOI":"10.1093\/mnras\/stab2334","volume":"507","author":"Razim","year":"2021","journal-title":"MNRAS"},{"key":"R78","unstructured":"Rocklin M. 2015, in Proceedings of the 14th Python in Science Conference, 130"},{"key":"R79","doi-asserted-by":"crossref","first-page":"A85","DOI":"10.1051\/0004-6361\/201833070","volume":"618","author":"Schreiber","year":"2018","journal-title":"A&A"},{"key":"R80","doi-asserted-by":"crossref","first-page":"44","DOI":"10.3847\/1538-4357\/ab96c5","volume":"897","author":"Shahidi","year":"2020","journal-title":"ApJ"},{"key":"R81","doi-asserted-by":"crossref","first-page":"47","DOI":"10.3847\/1538-4357\/abd179","volume":"908","author":"Simet","year":"2021","journal-title":"ApJ"},{"key":"R82","doi-asserted-by":"crossref","first-page":"6","DOI":"10.3847\/1538-4357\/ac53b5","volume":"928","author":"Singal","year":"2022","journal-title":"ApJ"},{"key":"R83","first-page":"1","volume":"5","author":"S\u00f8rensen","year":"1948","journal-title":"Kongelige Danske Videnskabernes Selskab"},{"key":"R84","doi-asserted-by":"crossref","first-page":"136","DOI":"10.3847\/1538-4357\/ab76be","volume":"891","author":"Steinhardt","year":"2020","journal-title":"ApJ"},{"key":"R85","doi-asserted-by":"crossref","first-page":"1861","DOI":"10.1086\/323301","volume":"122","author":"Strateva","year":"2001","journal-title":"AJ"},{"key":"R86","first-page":"107021G","volume":"10702","author":"Taylor","year":"2018","journal-title":"Proc. SPIE"},{"key":"R87","doi-asserted-by":"crossref","first-page":"894","DOI":"10.1093\/mnras\/stx3186","volume":"475","author":"Tuccillo","year":"2018","journal-title":"MNRAS"},{"key":"R88","doi-asserted-by":"crossref","first-page":"A135","DOI":"10.1051\/0004-6361\/201936049","volume":"630","author":"Ulmer-Moll","year":"2019","journal-title":"A&A"},{"key":"R89","first-page":"3221","volume":"15","author":"van der Maaten","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"R90","first-page":"2579","volume":"9","author":"van der Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"R91","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1088\/0004-637X\/788\/1\/28","volume":"788","author":"van der Wel","year":"2014","journal-title":"ApJ"},{"key":"R92","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1038\/s41592-019-0686-2","volume":"17","author":"Virtanen","year":"2020","journal-title":"Nat. Methods"},{"key":"R93","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1088\/0004-637X\/735\/2\/86","volume":"735","author":"Whitaker","year":"2011","journal-title":"ApJ"},{"key":"R94","doi-asserted-by":"crossref","first-page":"781","DOI":"10.1086\/524919","volume":"676","author":"Wiklind","year":"2008","journal-title":"ApJ"},{"key":"R95","doi-asserted-by":"crossref","first-page":"1879","DOI":"10.1088\/0004-637X\/691\/2\/1879","volume":"691","author":"Williams","year":"2009","journal-title":"ApJ"},{"key":"R96","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/S0893-6080(05)80023-1","volume":"5","author":"Wolpert","year":"1992","journal-title":"Neural Netw."},{"key":"R97","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1086\/192096","volume":"95","author":"Worthey","year":"1994","journal-title":"ApJS"},{"key":"R98","doi-asserted-by":"crossref","first-page":"1868","DOI":"10.1088\/0004-6256\/140\/6\/1868","volume":"140","author":"Wright","year":"2010","journal-title":"AJ"},{"key":"R99","doi-asserted-by":"crossref","first-page":"85","DOI":"10.3847\/1538-4357\/aab0a6","volume":"855","author":"Wu","year":"2018","journal-title":"ApJ"},{"key":"R100","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1086\/509708","volume":"655","author":"Wuyts","year":"2007","journal-title":"ApJ"},{"key":"R101","doi-asserted-by":"crossref","first-page":"1579","DOI":"10.1086\/301513","volume":"120","author":"York","year":"2000","journal-title":"AJ"},{"key":"R102","doi-asserted-by":"crossref","first-page":"3152","DOI":"10.1093\/mnras\/stw1454","volume":"460","author":"Zitlau","year":"2016","journal-title":"MNRAS"}],"container-title":["Astronomy &amp; Astrophysics"],"original-title":[],"link":[{"URL":"https:\/\/www.aanda.org\/10.1051\/0004-6361\/202244307\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,7]],"date-time":"2024-10-07T21:57:34Z","timestamp":1728338254000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.aanda.org\/10.1051\/0004-6361\/202244307"}},"subtitle":["XXII. Selection of quiescent galaxies from mock photometry using machine learning"],"short-title":[],"issued":{"date-parts":[[2023,3]]},"references-count":102,"alternative-id":["aa44307-22"],"URL":"https:\/\/doi.org\/10.1051\/0004-6361\/202244307","relation":{},"ISSN":["0004-6361","1432-0746"],"issn-type":[{"value":"0004-6361","type":"print"},{"value":"1432-0746","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,3]]}}}