Group publications
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| Title |
Author |
Reference |
| Bayesian classification with discrete templates |
C.A.L. Bailer-Jones, D.W. Hogg |
GAIA-C8-TN-MPIA-CBJ-061, August 2011 |
| The performance of GSP-Phot with SVM and ILIUM |
C. Liu, C.A.L. Bailer-Jones |
GAIA-C8-TN-MPIA-CHL-005, July 2011 |
| Discrete Source Classifier
performance and status report |
K. Smith, C.A.L. Bailer-Jones, P. Tsalmantza |
GAIA-C8-TN-MPIA-KS-019, July 2011 |
| Some more results on qmethod. Probabilistic estimation of M_G, Z and logg |
C.A.L. Bailer-Jones |
GAIA-C8-TN-MPIA-CBJ-056, February 2011 |
| Bayesian inference of stellar
parameters and interstellar extinction using parallaxes and multiband photometry |
C.A.L. Bailer-Jones |
MNRAS 411, 435-452 (2011) |
| Photometric identification of blue
horizontal branch stars |
K.W. Smith, C.A.L. Bailer-Jones, R.J. Klement,
X.X. Xue |
A&A 522, A88 (2010) |
| The ILIUM forward modelling algorithm for multivariate parameter estimation and its application to derive stellar parameters from Gaia spectrophotometry |
C.A.L. Bailer-Jones |
MNRAS, 403, 96-116 (2010) |
| MSC performance on cycle 5 simulated data |
P. Tsalmantza, C. Liu, C. A. L. Bailer-Jones |
GAIA-C8-TN-MPIA-PAT-009, April 2010 |
| Probabilistic combination of stellar astrophysical parameter estimates based on spectra, astrometry, photometry and the HR Diagram |
C.A.L. Bailer-Jones |
GAIA-C8-TN-MPIA-CBJ-049, February 2010 |
| Combining probabilities |
C.A.L. Bailer-Jones, K. Smith |
GAIA-C8-TN-MPIA-CBJ-053, January 2010 |
| ILIUM V. Further
degeneracy mapping, application to the semi-empirical library and the use of the forward model and MCMC to build likelihood maps |
C.A.L. Bailer-Jones |
GAIA-C8-TN-MPIA-CBJ-050, January 2010 |
| ILIUM
IV. Three-dimensional forward model and demonstration of a strong and ubiquitous Teff-Av degeneracy in BP/RP |
C.A.L. Bailer-Jones |
GAIA-C8-TN-MPIA-CBJ-048, October 2009 |
| ILIUM III. Further
observations, tests and developments |
C.A.L. Bailer-Jones |
GAIA-C8-TN-MPIA-CBJ-046, April 2009 |
| A Nelder-Mead
tuner for SVM |
K.W. Smith |
GAIA-C8-TN-MPIA-KS-017, March 2009 |
| Application of ILIUM
to the estimation of the Teff-[Fe/H] pair from BP/RP |
C.A.L. Bailer-Jones |
GAIA-C8-TN-MPIA-CBJ-043, February 2009 |
| ILIUM. An iterative
local interpolation method for parameter estimation |
C.A.L. Bailer-Jones |
GAIA-C8-TN-MPIA-CBJ-042, February 2009 |
| A
procedure to calibrate algorithms for estimating parameters from spectra |
C.A.L. Bailer-Jones |
GAIA-C8-TN-MPIA-CBJ-044, February 2009 |
| Finding rare objects and building pure
samples: Probabilistic quasar classification from low resolution Gaia spectra |
C.A.L. Bailer-Jones, K.W Smith, C. Tiede,
R. Sordo, A. Vallenari |
MNRAS 391, 1838 (2008) |
| Multistage probabilistic classification |
C.A.L. Bailer-Jones, K. Smith |
GAIA-C8-TN-MPIA-CBJ-037, April 2008 |
| Quasar classification with
DSC. Contamination, completeness and modified priors |
C.A.L. Bailer-Jones, K. Smith |
GAIA-C8-TN-MPIA-CBJ-036, April 2008 |
| Discrete Source
Classifier. Benchmarking experiments with the cycle 2A data |
C. Elting, C.A.L. Bailer-Jones |
GAIA-C8-TN-MPIA-CE-001, October 2007 |
| A method for
exploiting domain information in astrophysical parameter estimation |
C.A.L. Bailer-Jones |
in Proceedings of ADASS 17 (London, 2007), ASP Conference Series (2008) |
| Representing
complex data using localized principal components with
application to data from the Galactic survey mission Gaia. |
J. Einbeck, L. Evers, C.A.L. Bailer-Jones |
in Principal Manifolds for Data Visualization and Dimension
Reduction, Lecture Notes in Computational Science and Engineering, A. Gorban, B. Kegl, D. Wunsch, and A. Zinovyev (eds), Springer, 2007, 180-204
|
| Towards a
library of synthetic galaxy spectra and preliminary results of the
classification and parametrization of unresolved galaxies from Gaia. |
P. Tsalmantza, M. Kontizas, C.A.L. Bailer-Jones, B. Rocca-Volmerange,
R. Korakitis et al. |
A&A, 470, 761-770 (2007) |
| Estimating stellar atmospheric parameters from SDSS/SEGUE spectra |
P. Re Fiorentin, C.A.L. Bailer-Jones, Y.S. Lee,
T.C. Beers, T. Sivarani et al. |
A&A, 467, 1373-1387 (2007) |
| Prospects for Gaia and other space-based surveys |
C.A.L. Bailer-Jones |
Memorie della Societa Astronomica Italiana, 77, 1144-1152 (2006) |
| The design and performance of the Gaia photometric system |
C. Jordi, E. Hoeg, A.G.A. Brown, L. Lindegren, C.A.L. Bailer-Jones et al. |
MNRAS, 367, 290-314 (2006) |
| Object classification and the determination of stellar parameters |
C.A.L. Bailer-Jones |
in The Three-dimensional universe with Gaia, C. Turon, K.S. O'Flaherty,
M.A.C. Perryman (eds), ESA, SP-576, pp. 393--399 (2005)
|
| Microarcsecond astrometry with Gaia: the solar system, the Galaxy and
beyond |
C.A.L. Bailer-Jones |
in Transit of Venus: New Views of the Solar System and Galaxy, Proc. IAU
Colloquium 196, D.W. Kurtz & G.E. Bromage (eds.), Cambridge University Press, pp. 429-443 (2005)
|
| Evolutionary design of photometric systems and its application to Gaia |
C.A.L. Bailer-Jones |
A&A, 419, 385-403 (2004) |
| Automated
determination of stellar parameters from simulated dispersed images for
DIVA | P. Willemsen, C.A.L. Bailer-Jones,
T.A. Kaempf, K.S. de Boer | A&A, 401, 1203-1213
(2003) |
| On the classification and parametrization of GAIA data using pattern
recognition methods |
C.A.L. Bailer-Jones |
in GAIA Spectroscopy, Science and Technology, U. Munari
(ed.), ASP Conf. Ser. vol. 298, pp. 199-208 (2003)
|
| Determination of stellar parameters with GAIA |
C.A.L. Bailer-Jones |
Astrophysics and Space Science, 280, 21--29 (2002) |
| Automated stellar
classification for large surveys: a review of methods and results |
C.A.L. Bailer-Jones |
in Automated Data Analysis in Astronomy,
R. Gupta, H.P. Singh, C.A.L. Bailer-Jones (eds.), Narosa Publishing House, New
Delhi, India, pp. 83-98
|