Didier Fraix-Burnet
Publications
Publications
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Unsupervised classification: a necessary step for Deep Learning?Symposium IAU S368: Machine Learning in Astronomy: Possibilities and Pitfalls, International Astronomical Union, Aug 2022, Busan, South Korea. pp.63-66, ⟨10.1017/S1743921323000728⟩ |
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Les écoles d'astrostatistique " Statistics for AstrophysicsCFIES 2017 - 5ème Colloque Francophone International sur l’Enseignement de la Statistique, Sep 2017, Grenoble, France |
Multivariate Classification of Galaxies: which Observables?Statistical Challenges in 21st Century Cosmology, Jean-Luc Starck; Alan Heavens, May 2016, Chania, Greece |
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Clustering with phylogenetic tools in astrophysicsProceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015, Jul 2015, Rio de Janeiro, Brazil |
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Evolution as a confounding parameter in scaling relations for galaxiesStatistical Challenges in Modern Astronomy V, Jun 2011, State College (PA), United States. pp.00 |
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Discussion on "Exploiting Non-Linear Structure in Astronomical Data for Improved Statistical Inference" by Ann B. Lee and Peter E. FreemanStatistical Challenges in Modern Astronomy V, Jun 2011, State College (PA), United States |
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Evolution as a confounding parameter in scaling relations for galaxiesJournées de la SF2A 2011, Jun 2011, Paris, France |
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Multivariate Evolutionary Analyses in AstrophysicsAstronomical Data Analysis, 6th conference, May 2010, Monastir, Tunisia |
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ASTROCLADISTICS: MULTIVARIATE EVOLUTIONARY ANALYSIS IN ASTROPHYSICSTenth Islamic Countries Conference on Statistical Sciences, Dec 2009, Cairo, Egypt |
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First AMBER/VLTI Observations of Hot Massive StarsThe Power of Optical/IR Interferometry: Recent Scientific Results and 2nd Generation Instrumentation, Apr 2005, Garching bei München, Germany. pp.153 |
Consortium AMBER, VLTI-AMBER observations of Eta Carinae with high spatial resolution and spectral resolutions of 1,500 and 10,0002006, France |
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Determining the evolutionary history of galaxies by astrocladistics : some results on close galaxies.Journées de la SF2A 2006, 2006, Paris, France. pp.335 |
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VLTI-AMBER observations of Eta Carinae with high spatial resolution and spectral resolutions of 1,500 and 10,000SPIE Astronomical Telescopes + Instrumentation, May 2006, Orlando, United States. ⟨10.1117/12.671582⟩ |
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Extragalactic Objects and Next Generation InterferometersScience Case for Next Generation Optical/Infrared Interferometric Facilities (the post VLTI era), 37th Liège Int. Astroph. Coll., Aug 2004, Liège, Belgium. pp.105 |
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Science program of the AMBER consortiumNew Frontiers in Stellar Interferometry, 2004, Glasgow, United Kingdom. pp.1722 |
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First phylogenetic analyses of galaxy evolution2004, pp.301-305 |
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Astrophysical potential of the AMBER/VLTI instrumentInterferometry for Optical Astronomy II, Aug 2002, Waikoloa, Hawaii, United States. pp.917-923, ⟨10.1117/12.458907⟩ |
Systematics and astrophysics: toward an evolutionary classification of galaxies?Active Galactic Nuclei: from Central Engine to Host Galaxy, Jul 2002, Meudon, France. pp.609 |
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Systematics and astrophysics: towards an evolutionary classification of galaxies?SF2A-2002: Semaine de l'Astrophysique Francaise, Jun 2002, Paris, France. pp.411 |
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Observing active galactic nuclei with AMBER/VLTIInterferometry in Optical Astronomy, 2000, Münich, Germany. pp.147-151 |
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Science opportunities with AMBER, the near-IR VLTI instrumentInterferometry in Optical Astronomy, 2000, Münich, Germany. pp.80-91 |
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EVN+MERLIN Observations of 3C 66B and a Two-Fluid Model for VLBI JetsRadio Emission from Galactic and Extragalactic Compact Sources, IAU Colloquium 164, Apr 1997, Socorro, New Mexico, United States. pp.59 |
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Asymmetry in Extragalactic Radio Sources: Aberrated, Radiative, Initial?Astrophysical Jets: Open Problems., 1996, Torino, Italy. pp.121 |
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A Two-Fluid Model for VLBI JetsRelativistic Jets in AGNs, 1997, Cracow, Poland. pp.127-130 |
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First millimeter Mapping of the jet and nucleus of M87Extragalactic radio sources, Oct 1995, Bologna, Italy. pp.175 |
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Interactive Deconvolution with Error AnalysisThe Restoration of HST Images and Spectra - II, Nov 1993, Baltimore, Maryland, United States. pp.64 |
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A New Approach to the Analysis of Interferometric Data2nd EVN/JIVE Symposium, Oct 1994, Torun, Poland. pp.19 |
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Optical synchrotron emission and turbulences in extragalactic jets.7. IAP Meeting: Extragalactic radio sources - from beams to jets., Jul 1991, Paris, France. pp.322 |
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Extended Halpha Filaments in Elliptical GalaxiesMorphological and Physical Classification of Galaxies, Sep 1990, Sant'Agata Sui Due Golfi, Italy. pp.395 |
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Nuclear Dust-Discs in Radio EllipticalsMorphological and Physical Classification of Galaxies, Sep 1990, Sant'Agata Sui Due Golfi, Italy. pp.393 |
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Oblique Shocks in Extragalactic JetsGalactic and Intergalactic Magnetic Fields, Jun 1989, Heidelberg, Germany. pp.437 |
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A Neutral Hydrogen Cloud in the Vicinity of the Elliptical Galaxy NGC4318Star Forming Regions, 1986, Tokyo, Japan. pp.634 |
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MRK:273 - a New OH MegamaserStar Forming Regions, 1986, Tokyo, Japan. pp.636 |
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Astrocladistics: Sixteen Years Later21st Evolutionary Biology Meeting at Marseilles, Sep 2017, Marseille, France. , 2017 |
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Unsupervised classification in high dimensionEuropean Week of Astronomy and Space Science (EWASS 2017), Jun 2017, Prague, Czech Republic. , 2017 |
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Multivariate and phylogenetic analyses of galaxiesGalaxy Evolution Accross Time, Jun 2017, Paris, France. , 2017 |
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A phylogenetic view of the Eigenvector 1 of quasarsActive Galacitc Nuclei 12, Sep 2016, Naples, Italy. , 2001 |
Statistics for astrophysics: Time series analysisDidier Fraix-Burnet; Gérard Grégoire. EDP Sciences, 2022, EDP Sciences Proceedings |
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Phylogenetics in AstrophysicsMarch Thuillard. Probing the Past with Data Analytics and AI, WORLD SCIENTIFIC, pp.187-200, 2025, 978-9819807369. ⟨10.1142/9789819807376_0005⟩ |
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Phylogenetic Tools in AstrophysicsWiley StatsRef: Statistics Reference Online, John Wiley \& Sons, Ltd, pp.1 - 6, 2017, 9781118445112. ⟨10.1002/9781118445112.stat07935⟩ |
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Introduction to RD. Fraix-Burnet & S. Girard. Statistics for Astrophysics: Clustering and Classification, 77, EDP Sciences, pp.3-12, 2016, EAS Publications Series, 978-2-7598-9001-9. ⟨10.1051/eas/1677002⟩ |
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Concepts of Classification and Taxonomy. Phylogenetic ClassificationD. Fraix-Burnet & S. Girard. Statistics for Astrophysics: Clustering and Classification , 77, EDP Sciences, pp.221-257, 2016, EAS Publications Series, 978-2-7598-9001-9. ⟨10.1051/eas/1677010⟩ |
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Galaxies and CladisticsPontarotti, Pierre. Evolutionary Biology. Concept, Modeling, and Application, Springer Berlin Heidelberg, pp.363-378, 2009, Biomedical and Life Sciences, ⟨10.1007/978-3-642-00952-5⟩ |
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Dynamical evolution of clusters in the Magellanic Clouds2012 |
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Clustering and Phylogenetic Approaches to Classification: Illustration on Stellar Tracks2014 |
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DE LA DIVERSIFICATION DES GALAXIES2010 |
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Dissymétrie de rayonnement dans les radiosources extragalactiquesAstrophysique [astro-ph]. Université Joseph-Fourier - Grenoble I, 1997 |