A. Prieto, C. Barklem, P. S. Lambert, D. L. Cunha, and K. , A&A, vol.420, p.183, 2004.

C. A. Bailer-jones, ApJ, vol.357, p.197, 2000.

C. A. Bailer-jones, M. Irwin, and T. Hippel, MNRAS, vol.298, p.361, 1998.

R. A. Cabanac, V. De-lapparent, and P. Hickson, A&A, vol.389, p.1090, 2002.

R. Casini, A. Asensio-ramos, B. W. Lites, and A. López-ariste, ApJ, vol.773, p.180, 2013.

G. Cayrel and R. Cayrel, ApJ, vol.137, p.431, 1963.

G. Cayrel-de-strobel, Proc. of the 3rd Harvard-Smithsonian Conf. on Stellar Atmospheres, p.35, 1969.

T. J. Deeming, MNRAS, vol.127, p.493, 1964.

C. G. Díaz, J. F. González, H. Levato, and M. Grosso, A&A, vol.531, p.143, 2011.

J. Gazzano, P. De-laverny, and M. Deleuil, A&A, vol.523, p.91, 2010.

R. G?ebocki and P. Gnaci?ski, VizieR On-line Data Catalog, 2005.

M. I. Jones, J. S. Jenkins, P. Rojo, and C. H. Melo, A&A, vol.536, p.71, 2011.

D. Katz, C. Soubiran, R. Cayrel, M. Adda, and R. Cautain, A&A, vol.338, p.151, 1998.

Y. S. Lee, T. C. Beers, and C. Prieto, AJ, vol.141, p.90, 2011.

J. Maldonado, C. Eiroa, E. Villaver, B. Montesinos, and A. Mora, A&A, vol.541, p.40, 2012.

A. Massarotti, D. W. Latham, R. P. Stefanik, and J. Fogel, AJ, vol.135, p.209, 2008.

J. Molenda-?akowicz, S. G. Sousa, and A. Frasca, MNRAS, vol.434, p.1422, 2013.

U. Munari, Baltic Astron, vol.8, p.73, 1999.

U. Munari, R. Sordo, F. Castelli, and T. Zwitter, A&A, vol.442, p.1127, 2005.

M. Bermejo, J. Asensio-ramos, A. Prieto, and C. , A&A, vol.553, p.95, 2013.

F. Paletou, A&A, vol.544, p.4, 2012.

F. Paletou and I. Zolotukhin, , 2014.

P. Petit, T. Louge, and S. Théado, PASP, vol.126, p.469, 2014.

G. F. Porto-de-mello, R. Da-silva, L. Da-silva, and R. V. De-nader, A&A, vol.563, p.52, 2014.

P. Prugniel and C. Soubiran, A&A, vol.369, p.1048, 2001.

P. Prugniel, C. Soubiran, M. Koleva, and D. Le-borgne, , 2007.

A. Recio-blanco, A. Bijaoui, and P. De-laverny, MNRAS, vol.370, p.141, 2006.

D. E. Rees, A. López-ariste, J. Thatcher, and M. Semel, A&A, vol.355, p.759, 2000.

P. Re-fiorentin, C. A. Bailer-jones, and . Lee, A&A, vol.465, p.1373, 2007.

C. Schröder, A. Reiners, and J. H. Schmitt, A&A, vol.493, p.1099, 2009.

M. Semel, J. F. Donati, and D. E. Rees, A&A, vol.278, p.231, 1993.

C. Soubiran, J. Le-campion, G. Cayrel-de-strobel, and A. Caillo, A&A, vol.515, p.111, 2010.

M. Tucci-maia, J. Meléndez, and I. Ramírez, ApJ, vol.790, p.25, 2014.

J. A. Valenti and D. A. Fischer, ApJS, vol.159, p.141, 2005.

, The Gaia Collaboration, Astronomy & Astrophysics, vol.595, p.1, 2016.

F. Paletou, T. Böhm, V. Watson, and J. Trouilhet, Inversion of stellar fundamental parameters from Espadons and Narval high-resolution spectra, Astronomy & Astrophysics, vol.573, 2015.
URL : https://hal.archives-ouvertes.fr/hal-02105956

I. Jolliffe, Principal Component Analysis, 1986.

K. C. Li, Sliced Inverse regression for dimension reduction, Journal of the american staistical association, vol.86, pp.316-327, 1991.

C. Bernard-michel, S. Douté, M. Fauvel, L. Gardes, and S. Girard, Retrieval of Mars surface physical properties from OMEGA hyperspectral images using regularized sliced inverse regression, Journal of geophysical research, vol.114, 2009.
URL : https://hal.archives-ouvertes.fr/hal-00383143

G. J. Mclachlan, Wiley series in probability and mathematical statistics: Applied probability and statistics Wiley-Interscience paperback series, vol.544, 2004.

C. Bibliographie-allende-prieto, P. S. Barklem, D. L. Lambert, and K. Cunha, S 4 N : A spectroscopic survey of stars in the solar neighborhood. The Nearest 15 pc, Astronomy and Astrophysics, vol.420, pp.183-205, 2004.

A. Babenko, A. Slesarev, A. Chigorin, and V. Lempitsky, Neural Codes for Image Retrieval, pp.584-599, 2014.
DOI : 10.1007/978-3-319-10590-1_38

URL : http://arxiv.org/pdf/1404.1777.pdf

C. A. Bailer-jones, Stellar parameters from very low resolution spectra and medium band filters. T eff , log(g) and [M/H] using neural networks, Astronomy and Astrophysics, vol.357, pp.197-205, 2000.

C. A. Bailer-jones, The Gaia astrophysical parameters inference system (Apsis), Astronomy and Astrophysics, vol.559, p.74, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00860253

C. A. Bailer-jones, M. Irwin, and T. Von-hippel, Automated classification of stellar spectra -II. two-dimensional classification with neural networks and principal components analysis, Monthly Notices of the Royal Astronomical Society, vol.298, issue.2, pp.361-377, 1998.

P. Band?uch, M. Morhá?, and J. Kri?tiak, Study of the Van Cittert and Gold iterative methods of deconvolution and their application in the deconvolution of experimental spectra of positron annihilation, Nuclear Instruments and Methods in Physics Research Section A : Accelerators, Spectrometers, Detectors and Associated Equipment, vol.384, issue.2, pp.506-515, 1997.

A. Baranne, D. Queloz, M. Mayor, G. Adrianzyk, G. Knispel et al., ELODIE : a spectrograph for accurate radial velocity measurements, Astron. Astrophys. Suppl. Ser, vol.119, issue.2, pp.373-390, 1996.

D. Dussault and P. H. , Noise performance comparison of ICCD with CCD and EMCCD cameras, Proc.SPIE, vol.5563, p.10, 2004.

E. De-la-hoz, E. De-la-hoz, A. Ortiz, J. Ortéga, and B. Prieto, PCA filtering and probabilistic SOM for network intrusion detection, Neurocomputing, vol.164, issue.10, pp.71-81, 2015.

T. J. Deeming, Stellar spectral classification : I. application of component analysis, Monthly Notices of the Royal Astronomical Society, vol.127, issue.6, pp.493-516, 1964.

G. B. Donati, On the Striae of Stellar Spectra, from the Memorie Astronomiche, Monthly Notices of the Royal Astronomical Society, vol.23, p.100, 1863.

D. Freitag, Machine learning for information extraction in informal domains. Machine Learning, vol.39, pp.169-202, 2000.

M. Gebran, W. Farah, F. Paletou, R. Monier, and V. Watson, A new method for the inversion of atmospheric parameters of A/Am stars, Astronomy and Astrophysics, vol.589, p.83, 2016.
URL : https://hal.archives-ouvertes.fr/hal-02105952

J. Goebel, J. Stutz, K. Volk, H. Walker, F. Gerbault et al., A bayesian classification of the IRAS LRS Atlas, Astronomy and Astrophysics, vol.222, issue.1-2, pp.5-8, 1989.

R. K. Gulati, R. Gupta, P. Gothoskar, and S. Khobragade, Stellar spectral classification using automated schemes, Astrophysical Journal, Part, vol.1, issue.1, pp.340-344, 1994.
DOI : 10.1086/174069

B. Gustafsson, R. A. Bell, K. Eriksson, and A. Nordlund, A grid of model atmospheres for metal-deficient giant stars. I, Astronomy and Astrophysics, vol.42, issue.3, pp.407-432, 1975.

T. Hastie and W. Stuetzle, Principal curves, J. Am. Stat. Assoc, vol.84, issue.406, pp.502-516, 1989.
DOI : 10.1080/01621459.1989.10478797

J. L. Henning, SPEC CPU2000 : measuring CPU performance in the new millennium, Computer, vol.33, issue.7, pp.28-35, 2000.

I. Hubeny and T. Lanz, Accelerated complete-linearization method for calculating NLTE model stellar atmospheres, Astronomy and Astrophysics, vol.262, pp.501-514, 1992.

I. Jolliffe, Principal Component Analysis, 1986.

J. P. Kaipio and E. Somersalo, Statistical and Computational Inverse Problems, pp.7-48, 2005.

S. Kassounian, M. Gebran, F. Paletou, and V. Watson, Sliced Inverse Regression : application to stellar fundamental parameters, Monthly Notices of the Royal Astronomical Society, 2018.
URL : https://hal.archives-ouvertes.fr/hal-02105971

A. Kataria and M. Singh, A Review of Data Classification Using K-Nearest Neighbour Algorithm, International Journal of Emerging Technology and Advanced Engineering, vol.3, p.354, 2013.

D. Katz, C. Soubiran, R. Cayrel, M. Adda, and R. Cautain, On-line determination of stellar atmospheric parameters T eff , log(g), [Fe/H] from ELODIE echelle spectra. I. the method, Astronomy and Astrophysics, vol.338, pp.151-160, 1998.

. Kurucz, Model atmosphere codes : ATLAS12 and ATLAS9, SAO special report, vol.309, 1970.
DOI : 10.1007/978-3-319-06956-2_4

R. L. Kurucz, . Atlas12, . Synthe, and . Cetera, , vol.8, p.14, 2005.

K. C. Li, Sliced Inverse regression for dimension reduction, Journal of the american staistical association, vol.86, pp.316-327, 1991.

G. J. Mclachlan, Discriminant Analysis and Statistical Pattern Recognition Volume 544 of Wiley Series in Probability and Statistics, Wiley series in probability and mathematical statistics : Applied probability and statistics Wiley-Interscience paperback series, 2004.

W. W. Morgan, P. C. Keenan, and E. Kellman, An atlas of stellar spectra, with an outline of spectral classification, 1943.

S. S. Orlov, W. Phillips, E. Bjornson, Y. Takashima, P. Sundaram et al., High-transfer-rate high-capacity holographic disk data-storage system, Appl. Opt, vol.43, issue.25, pp.4902-4914, 2004.
DOI : 10.1364/ao.43.004902

F. Paletou, T. Böhm, V. Watson, and J. Trouilhet, Inversion of stellar fundamental parameters from Espadons and Narval high-resolution spectra, Astronomy & Astrophysics, vol.573, p.67, 2015.
URL : https://hal.archives-ouvertes.fr/hal-02105956

F. Paletou, M. Gebran, E. R. Houdebine, and V. Watson, Principal component analysis-based inversion of effective temperatures for late-type stars, Astronomy and Astrophysics, vol.580, p.78, 2015.
URL : https://hal.archives-ouvertes.fr/hal-02105954

S. Pennycook, M. Varela, C. Hetherington, and A. Kirkland, Materials advances through aberration-corrected electron microscopy, MRS Bulletin, vol.31, issue.1, pp.36-43, 2006.

D. Petit and D. Maillet, Techniques inverses et estimation de paramètres. partie 2. Techniques de l'ingénieur Physique statistique et mathématique, p.42619210, 2008.

A. Recio-blanco, A. Bijaoui, and P. De-laverny, Automated derivation of stellar atmospheric parameters and chemical abundances : the MATISSE algorithm, Monthly Notices of the Royal Astronomical Society, vol.370, pp.141-150, 2006.
URL : https://hal.archives-ouvertes.fr/hal-00388643

S. Perruchot, The SOPHIE spectrograph : design and technical key-points for high throughput and high stability, Proc. SPIE, vol.7014, p.12, 2008.

N. M. Saha, . Zh, S. G. Sousa, and N. C. Santos, On a physical theory of stellar spectra, Proceedings of the Royal Society of London A : Mathematical, Physical and Engineering Sciences, vol.99, issue.697, p.32, 1921.

A. Prieto, C. Barklem, P. S. Lambert, D. L. Cunha, and K. , A&A, vol.420, p.183, 2004.

S. M. Ammons, S. E. Robinson, and J. Strader, ApJ, vol.638, p.1004, 2006.

E. Carretta, A&A, vol.557, p.128, 2013.

E. Gaidos, A. W. Mann, and S. Lépine, MNRAS, vol.443, p.2561, 2014.

R. O. Gray, C. J. Corbally, and R. F. Garrison, AJ, vol.132, p.161, 2006.

B. Gustafsson, B. Edvardsson, and K. Eriksson, A&A, vol.486, p.951, 2008.

I. Hubeny and T. Lanz, A&A, vol.262, p.501, 1992.

T. Husser, . Wende-von, S. Berg, and S. Dreizler, A&A, vol.553, p.6, 2013.

G. Kordopatis, G. Gilmore, and M. Steinmetz, AJ, vol.146, p.134, 2013.

R. L. Kurucz, Rev. Mex. Astron. Astrofis, vol.23, p.45, 1992.

R. L. Kurucz, Mem. Soc. Astron. It. Supp, vol.8, p.14, 2005.

S. Lafrasse, G. Mella, and D. Bonneau, SPIE Conf. Astronomical Instrumentation, vol.77344, p.140, 2010.

I. Mcdonald, A. A. Zijlstra, and M. L. Boyer, MNRAS, vol.427, p.343, 2012.

J. C. Morales, I. Ribas, and C. Jordi, A&A, vol.478, p.507, 2008.

F. Paletou and I. Zolotukhin, , 2014.

F. Paletou, T. Böhm, V. Watson, and J. Trouilhet, A&A, vol.573, p.67, 2015.

P. Petit, T. Louge, and S. Théado, PASP, vol.126, p.469, 2014.

P. Prugniel, C. Soubiran, M. Koleva, and D. Le-borgne, , 2007.

N. C. Santos, S. G. Sousa, and A. Mortier, A&A, vol.556, p.150, 2013.

S. G. Sousa, N. C. Santos, G. Israelian, M. Mayor, and S. Udry, A&A, vol.533, p.141, 2011.

F. Van-leeuwen, A&A, vol.474, p.653, 2007.

C. O. Wright, M. P. Egan, K. E. Kraemer, and S. D. Price, AJ, vol.125, p.359, 2003.

R. Bailer-jones, C. A. Irwin, M. Hippel, and T. , MNRAS, vol.298, p.361, 1998.

Y. Y. Balega, V. V. Dyachenko, and A. F. Maksimov, Astrophys. Bull, vol.67, p.44, 2012.

A. Baranne, D. Queloz, and M. Mayor, A&AS, vol.119, p.373, 1996.

S. Blanco-cuaresma, C. Soubiran, P. Jofré, and U. Heiter, A&A, vol.566, p.98, 2014.

K. Borne, Astronomical Techniques, Software and Data, vol.2, p.403, 2013.

F. Castelli and R. L. Kurucz, Modelling of Stellar Atmospheres, Proc. IAU Symp, vol.210, p.20, 2003.

G. Catanzaro and L. A. Balona, MNRAS, vol.421, p.1222, 2012.

A. D. Code, R. C. Bless, J. Davis, and R. H. Brown, ApJ, vol.203, p.417, 1976.

A. Cowley, C. Cowley, M. Jaschek, and C. Jaschek, AJ, vol.74, p.375, 1969.

J. W. Demmel, Applied Numerical Linear Algebra, 1997.

P. P. Eggleton and A. A. Tokovinin, MNRAS, vol.389, p.869, 2008.

W. Farah, M. Gebran, F. Paletou, and R. Blomme, Proc. SF2A, 2015.

J. Gazzano, P. De-laverny, and M. Deleuil, A&A, vol.523, p.91, 2010.

M. Gebran and R. Monier, A&A, vol.483, p.567, 2008.

M. Gebran, R. Monier, and O. Richard, A&A, vol.479, p.189, 2008.

M. Gebran, M. Vick, R. Monier, and L. Fossati, A&A, vol.523, p.71, 2010.

M. Gebran, R. Monier, F. Royer, A. Lobel, and R. Blomme, Putting A Stars into Context: Evolution, Environment, and Related Stars, p.193, 2014.

G. Gilmore, S. Randich, and M. Asplund, The Messenger, vol.147, p.25, 2012.

D. F. Gray, The observation and analysis of stellar photospheres, Camb. Astrophys. Ser, p.20, 1992.

R. O. Gray and R. F. Garrison, ApJS, vol.70, p.623, 1989.

N. Grevesse and A. J. Sauval, Solar Composition and Its EvolutionFrom Core to Corona, Proc. ISSI Workshop, p.161, 1998.

U. Heiter, F. Kupka, and C. Van't-veer-menneret, A&A, vol.392, p.619, 2002.

G. M. Hill and J. D. Landstreet, A&A, vol.276, p.142, 1993.

G. Hill, A. F. Gulliver, and S. J. Adelman, ApJ, vol.712, p.250, 2010.

I. Hubeny and T. Lanz, A&A, vol.262, p.501, 1992.

I. T. Jolliffe, Springer Series in Statistics, 1986.

J. Kantor, T. Axelrod, and J. Becla, Astronomical Data Analysis Software and Systems XVI, vol.376, p.3, 2007.

D. O. Kudryavtsev, I. I. Romanyuk, V. G. Elkin, and E. Paunzen, MNRAS, vol.372, p.1804, 2006.

R. L. Kurucz, Rev. Mex. Astron. Astrofis, vol.23, p.45, 1992.

R. L. Kurucz, Mem. Soc. Astron. It. Suppl, vol.8, p.14, 2005.

J. D. Landstreet, A&A, vol.528, p.132, 2011.

J. D. Landstreet, J. Silaj, and V. Andretta, A&A, vol.481, p.465, 2008.

L. Lefèvre, E. Michel, and C. Aerts, Comm. Asteroseismol, vol.158, p.189, 2009.

T. Liu, K. A. Janes, and T. M. Bania, ApJ, vol.377, p.141, 1991.

O. Y. Malkov, V. S. Tamazian, J. A. Docobo, and D. A. Chulkov, A&A, vol.546, p.69, 2012.

S. W. Mccuskey, ApJS, vol.2, p.271, 1956.

J. Moultaka, S. A. Ilovaisky, P. Prugniel, and C. Soubiran, PASP, vol.116, p.693, 2004.

U. Munari, T. Zwitter, and A. Siebert, The Three-Dimensional Universe with Gaia, ESA SP, vol.576, p.529, 2005.

F. Paletou and I. Zolotukhin, , 2014.

F. Paletou, J. Glorian, and V. Génot, SF2A-2015: Proc. Annual meeting of the French Society of Astronomy and Astrophysics, 2015.

S. Martins, V. Boissier, L. Buat, &. P. Cambrésy, and . Petit, , p.37

F. Paletou, T. Böhm, V. Watson, and J. Trouilhet, A&A, vol.573, p.67, 2015.

F. Paletou, M. Gebran, E. R. Houdebine, and V. Watson, A&A, vol.580, p.78, 2015.

M. A. Perryman, K. S. De-boer, and G. Gilmore, A&A, vol.369, p.339, 2001.

P. Petit, T. Louge, and S. Théado, PASP, vol.126, p.469, 2014.

N. Przybilla and K. Butler, ApJ, vol.609, p.1181, 2004.

A. Recio-blanco, P. De-laverny, and C. Prieto, A&A, vol.585, p.93, 2016.

D. E. Rees, A. López-ariste, J. Thatcher, and M. Semel, A&A, vol.355, p.759, 2000.

P. Re-fiorentin, C. A. Bailer-jones, and Y. S. Lee, A&A, vol.467, p.1373, 2007.

P. Renson and J. Manfroid, A&A, vol.498, p.961, 2009.

J. Richer, G. Michaud, and S. Turcotte, ApJ, vol.529, p.338, 2000.

O. Richard, G. Michaud, and J. Richer, ApJ, vol.558, p.377, 2001.

O. Richard, G. Michaud, and J. Richer, ASP Conf. Proc., IAU Colloq. 185: Radial and Nonradial Pulsations as Probes of Stellar Physics, vol.259, p.270, 2002.

S. Roweis, Advances in Neural Information Processing Systems, p.626, 1998.

F. Royer, S. Grenier, M. Baylac, A. E. Gómez, and J. Zorec, A&A, vol.393, p.897, 2002.

F. Royer, M. Gebran, and R. Monier, A&A, vol.562, p.84, 2014.

T. Ryabchikova, N. Piskunov, and D. Shulyak, Physics and Evolution of Magnetic and Related Stars, vol.494, p.308, 2015.

B. Smalley, The A-Star Puzzle, IAU Symp, vol.224, p.131, 2004.

B. Smalley, Mem. Soc. Astron. It. Suppl, vol.8, p.130, 2005.

B. Smalley and M. M. Dworetsky, A&A, vol.271, p.515, 1993.

M. Steinmetz, GAIA Spectroscopy: Science and Technology, ASP Conf. Proc, vol.298, p.381, 2003.

Y. Takeda, S. Kawanomoto, and N. Ohishi, ApJ, vol.678, p.446, 2008.

Y. Takeda, D. Kang, I. Han, B. Lee, and K. Kim, PASJ, vol.61, p.1165, 2009.

J. Tonry and M. Davis, AJ, vol.84, p.1511, 1979.

M. Vick, G. Michaud, J. Richer, and O. Richard, A&A, vol.521, p.62, 2010.

D. G. York, J. Adelman, J. E. Anderson, and . Jr, AJ, vol.120, p.1579, 2000.

J. Zahn, EAS Pub. Ser, vol.17, p.157, 2005.

B. References-abolfathi, D. S. Aguado, and G. Aguilar, Results of inversion of A to K type simulated stars. The comparison between PCA nearest neighbour search and RSIR based on two different steps implies an improvement, 2017.

A. Prieto, C. Barklem, P. S. Lambert, D. L. Cunha, and K. , A & A, vol.420, p.183, 2004.

S. Alves, L. Benamati, and N. C. Santos, MNRAS, vol.448, p.2749, 2015.

C. A. Bailer-jones, M. Irwin, and T. Hippel, , vol.298, p.361, 1998.

C. Bernard-michel, S. Douté, M. Fauvel, L. Gardes, and S. Girard, , p.91, 2007.

C. Bernard-michel, S. Douté, M. Fauvel, L. Gardes, and S. Girard, Journal of Geophysical Research (Planets), vol.114, p.6005, 2009.

C. Boeche, M. C. Smith, and E. K. Grebel, AJ, vol.155, p.181, 2018.

L. A. Buchhave, D. W. Latham, and A. Johansen, Nature, vol.486, p.375, 2012.

R. Casini, A. Asensio-ramos, B. W. Lites, and A. López-ariste, APJ, vol.773, p.180, 2013.

W. J. Chaplin, S. Basu, and D. Huber, ApJS, vol.210, p.1, 2014.

A. R. Casey, D. W. Hogg, and M. Ness, , 2016.

F. Castelli and R. L. Kurucz, Modelling of Stellar Atmospheres, vol.210, p.20, 2003.

G. Cayrel and R. Cayrel, APJ, vol.137, p.431, 1963.

G. Cayrel-de-strobel, Proc. of the 3rd HarvardSmithsonian Conf. on Stellar Atmospheres, p.35, 1969.

O. L. Creevey, F. Thévenin, and S. Basu, MNRAS, vol.431, p.2419, 2013.

M. Cropper, D. Katz, and P. Sartoretti, , 2018.

X. Cui, Y. Zhao, and Y. Chu, American Astronomical Society Meeting Abstracts #229, vol.12, p.30, 1197.

S. Fabbro, K. A. Venn, and T. O'briain, MNRAS, vol.475, p.2978, 2018.

M. Gebran, R. Monier, F. Royer, A. Lobel, and R. Blomme, Putting A Stars into Context: Evolution, Environment, and Related Stars, p.193, 2014.

M. Gebran, W. Farah, F. Paletou, R. Monier, and V. Watson, A & A, vol.589, p.83, 2016.

S. Gill, P. F. Maxted, and B. Smalley, , 2018.

S. Hekker, Y. Elsworth, and B. Mosser, A & A, vol.556, p.59, 2013.

I. Hubeny and T. Lanz, A & A, vol.262, p.501, 1992.

T. Husser, . Wende-von, S. Berg, and S. Dreizler, A & A, vol.553, p.6, 2013.

I. T. Jolliffe, Springer Series in Statistics, 1986.

D. Katz and A. G. Brown, Proceedings of the Annual meeting of the French Society, p.259, 2017.

J. Kiefer, Proceedings of the American Mathematical Society, vol.4, p.502, 1953.

E. Kreyszig, Advanced Engineering Mathematics, pp.864-871, 2010.

R. L. Kurucz, T. Lanz, and I. Hubeny, RMXAA, vol.23, p.417, 1992.

D. W. Latham, R. P. Stefanik, and G. Torres, AJ, vol.124, p.1144, 2002.

P. De-laverny, A. Recio-blanco, C. C. Worley, and B. Plez, A & A, vol.544, p.126, 2012.

K. Li, Journal of the American Statistical Association, vol.86, p.316, 1991.

A. López-ariste and R. Casini, APJ, vol.575, p.529, 2002.

A. Mcwilliam, ApJS, vol.74, p.1075, 1990.

M. Morris, M. E. Kaiser, R. Bohlin, and R. Kurucz, American Astronomical Society Meeting Abstracts #231, vol.231, p.27, 2018.

M. Ness, D. W. Hogg, H. Rix, A. Y. Ho, and G. Zasowski, APJ, vol.808, p.16, 2015.

W. O'mullane, & LSST Data Management Team, American Astronomical Society Meeting Abstracts #231, vol.231, 2018.

A. Palacios, M. Gebran, and E. Josselin, A & A, vol.516, p.13, 2010.

F. Paletou and I. Zolotukhin, , 2014.

F. Paletou, T. Böhm, V. Watson, and J. Trouilhet, A & A, vol.573, p.67, 2015.

F. Paletou, M. Gebran, E. R. Houdebine, and V. Watson, A & A, vol.580, p.78, 2015.

M. A. Perryman, K. S. De-boer, and G. Gilmore, A & A, vol.369, p.339, 2001.

P. Prugniel and C. Soubiran, A & A, vol.369, p.1048, 2001.

P. Prugniel, C. Soubiran, M. Koleva, and D. Le-borgne, , 2007.

P. Re-fiorentin, C. A. Bailer-jones, and Y. S. Lee, A & A, vol.467, p.1373, 2007.

R. Schönrich and M. Bergemann, MNRAS, vol.443, p.698, 2014.

M. Shevlyakova and S. Morgenthaler, Statistical Papers, vol.55, p.1, 2014.

B. Smalley, J. Zverko, J. ?i??ovsk?, S. J. Adelman, and . Weiss, The A-Star Puzzle, Proc. IAU Symp, vol.224

B. Smalley, , vol.8, p.130, 2005.

F. Stoehr, R. White, and M. Smith, Astronomical Data Analysis Software and Systems XVII, vol.394, p.505, 2008.

G. Torres, R. Neuhäuser, and E. W. Guenther, AJ, vol.123, p.1701, 2002.

J. A. Valenti and N. Piskunov, A & AS, vol.118, p.595, 1996.

C. R. Vogel, Computational methods for inverse problems, Society for Industrial and Applied Mathematics, 2002.

V. Watson, J. Trouilhet, F. Paletou, and M. Gebran, , 2017.

D. M. Wilkinson, C. Maraston, D. Goddard, D. Thomas, and T. Parikh, MNRAS, vol.472, p.4297, 2017.

M. Xiang, X. Liu, and J. Shi, MNRAS, vol.464, p.3657, 2017.