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TITLE: Euclid preparation XXII. Selection of quiescent galaxies from mock photometry using machine learning
AUTHORS: Humphrey A. ; Bisigello L.; Cunha P.A.C.; Bolzonella M.; Fotopoulou S.; Caputi K.; Tortora C.; Zamorani G.; Papaderos P. ; Vergani D.; Brinchmann J. ; Moresco M.; Amara A.; Auricchio N.; Baldi M.; Bender R.; Bonino D.; Branchini E.; Brescia M.; Camera S.; Capobianco V.; Carbone C.; Carretero J.; Castander F.J.; Castellano M.; Cavuoti S.; Cimatti A.; Cledassou R.; Congedo G.; Conselice C.J.; Conversi L.; Copin Y.; Corcione L.; Courbin F.; Cropper M.; Da Silva A.; Degaudenzi H.; Douspis M.; Dubath F.; Duncan C.A.J.; Dupac X.; Dusini S.; Farrens S.; Ferriol S.; Frailis M.; Franceschi E.; Fumana M.; Gómez-Alvarez P.; Galeotta S.; Garilli B.; Gillard W.; Gillis B.; Giocoli C.; Grazian A.; Grupp F.; Guzzo L.; Haugan S.V.H.; Holmes W.; Hormuth F.; Jahnke K.; Kümmel M.; Kermiche S.; Kiessling A.; Kilbinger M.; Kitching T.; Kohley R.; Kunz M.; Kurki-Suonio H.; Ligori S.; Lilje P.B.; Lloro I.; Maiorano E.; Mansutti O.; Marggraf O.; Markovic K.; Marulli F.; Massey R.; Maurogordato S.; McCracken H.J.; Medinaceli E.; Melchior M.; Meneghetti M.; Merlin E.; Meylan G.; Moscardini L.; Munari E.; Nakajima R.; Niemi S.M.; Nightingale J.; Padilla C.; Paltani S.; Pasian F.; Pedersen K.; Pettorino V.; Pires S.; Poncet M.; Popa L.; Pozzetti L.; Raison F.; Renzi A.; ...More
PUBLISHED: 2023, SOURCE: ASTRONOMY & ASTROPHYSICS, VOLUME: 671
INDEXED IN: Scopus WOS
2
TITLE: Improving machine learning-derived photometric redshifts and physical property estimates using unlabelled observations  Full Text
AUTHORS: Humphrey, A. ; Cunha, P. A. C.; Paulino Afonso, A.; Amarantidis, S.; Carvajal, R.; Gomes, J. M. ; Matute, I; Papaderos, P. ;
PUBLISHED: 2023, SOURCE: MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, VOLUME: 520, ISSUE: 1
INDEXED IN: WOS
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TITLE: Inside-out star formation quenching and the need for a revision of bulge-disk decomposition concepts for spiral galaxies
AUTHORS: Papaderos, P ; Breda, I ; Humphrey, A ; Gomes, JM ; Ziegler, BL; Pappalardo, C;
PUBLISHED: 2022, SOURCE: ASTRONOMY & ASTROPHYSICS, VOLUME: 658
INDEXED IN: Scopus WOS
4
TITLE: Machine-learning classification of astronomical sources: estimating F1-score in the absence of ground truth  Full Text
AUTHORS: Humphrey, A. ; Kuberski, W.; Bialek, J.; Perrakis, N.; Cools, W.; Nuyttens, N.; Elakhrass, H.; Cunha, P. A. C.;
PUBLISHED: 2022, SOURCE: MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, VOLUME: 517, ISSUE: 1
INDEXED IN: WOS
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TITLE: Photometric redshift-aided classification using ensemble learning
AUTHORS: Cunha, P. A. C.; Humphrey, A. ;
PUBLISHED: 2022, SOURCE: ASTRONOMY & ASTROPHYSICS, VOLUME: 666
INDEXED IN: Scopus WOS
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TITLE: Electron energy distributions in the extended gas nebulae associated with high-z AGN: Maxwell-Boltzmann versus kappa distributions  Full Text
AUTHORS: Morais, S. G.; Humphrey, A. ; Villar Martin, M.; Binette, L.; Silva, M.;
PUBLISHED: 2021, SOURCE: MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, VOLUME: 506, ISSUE: 1
INDEXED IN: WOS
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TITLE: Exploring New Redshift Indicators for Radio-Powerful AGN
AUTHORS: Carvajal, R; Matute, I; Afonso, J; Amarantidis, S; Barbosa, D; Cunha, P; Humphrey, A ;
PUBLISHED: 2021, SOURCE: GALAXIES, VOLUME: 9, ISSUE: 4
INDEXED IN: Scopus WOS
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TITLE: Carbon-loud SDSS BOSS type II quasars at z > 2: high-density gas or secondary production of carbon?  Full Text
AUTHORS: Silva, M ; Humphrey, A ; Lagos, P ; Morais, SG;
PUBLISHED: 2020, SOURCE: MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, VOLUME: 495, ISSUE: 4
INDEXED IN: Scopus WOS
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TITLE: O V] lambda lambda 1213.8,1218.3 emission from extended nebulae around quasars: contamination of Ly alpha and a new diagnostic for AGN activity in Ly alpha emitters  Full Text
AUTHORS: Humphrey, A ;
PUBLISHED: 2019, SOURCE: MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, VOLUME: 486, ISSUE: 2
INDEXED IN: Scopus WOS
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TITLE: Photoionization models for extreme Ly α λ 1216 and Hell λ 1640 line ratios in quasar halos, and PopIII vs. AGN diagnostics
AUTHORS: Humphrey, A ; Villar Martín, M; Binette, L; Raj, R;
PUBLISHED: 2019, SOURCE: Astronomy and Astrophysics, VOLUME: 621
INDEXED IN: Scopus
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