Michael Aupetit
Michael Aupetit
Scientist in Visual Analytics and Machine Learning, Qatar Computing Research Institute
Verified email at qf.org.qa - Homepage
TitleCited byYear
Visualizing distortions and recovering topology in continuous projection techniques
M Aupetit
Neurocomputing 70 (7-9), 1304-1330, 2007
882007
CheckViz: Sanity Check and Topological Clues for Linear and Non‐Linear Mappings
S Lespinats, M Aupetit
Computer Graphics Forum 30 (1), 113-125, 2011
572011
Recent advances in nonlinear dimensionality reduction, manifold and topological learning.
A WismŘller, M Verleysen, M Aupetit, JA Lee
ESANN, 2010
412010
High-dimensional labeled data analysis with topology representing graphs
M Aupetit, T Catz
Neurocomputing 63, 139-169, 2005
392005
Learning topology with the generative gaussian graph and the em algorithm
M Aupetit
Advances in Neural Information Processing Systems, 83-90, 2006
382006
Internet users as seismic sensors for improved earthquake response
R Bossu, G Mazet‐Roux, V Douet, S Rives, S Marin, M Aupetit
Eos, Transactions American Geophysical Union 89 (25), 225-226, 2008
332008
Data‐driven evaluation of visual quality measures
M Sedlmair, M Aupetit
Computer Graphics Forum 34 (3), 201-210, 2015
312015
Function approximation with continuous self-organizing maps using neighboring influence interpolation
M Aupetit, P Couturier, P Massotte
Proc. Neural Computation (NC’2000), 2000
222000
Sepme: 2002 new visual separation measures
M Aupetit, M Sedlmair
2016 IEEE Pacific Visualization Symposium (PacificVis), 1-8, 2016
182016
Learning topology of a labeled data set with the supervised generative gaussian graph
P Gaillard, M Aupetit, G Govaert
Neurocomputing 71 (7-9), 1283-1299, 2008
182008
Nearly homogeneous multi-partitioning with a deterministic generator
M Aupetit
Neurocomputing 72 (7-9), 1379-1389, 2009
172009
Proxilens: Interactive exploration of high-dimensional data using projections
N Heulot, M Aupetit, JD Fekete
162013
Multidimensional projection for visual analytics: Linking techniques with distortions, tasks, and layout enrichment
LG Nonato, M Aupetit
IEEE transactions on visualization and computer graphics, 2018
132018
Visualization of actionable knowledge to mitigate DRDoS attacks
M Aupetit, Y Zhauniarovich, G Vasiliadis, M Dacier, Y Boshmaf
2016 IEEE Symposium on Visualization for Cyber Security (VizSec), 1-8, 2016
132016
Robust Topology Representing Networks.
M Aupetit
ESANN, 45-50, 2003
122003
Visual Analytics to Check Marine Containers in the Eritr\@ c Project.
M Aupetit, L Allano, I Espagnon, G Sannie
EuroVAST@ EuroVis, 2010
92010
How to help seismic analysts to verify the French seismic bulletin?
D Mercier, P Gaillard, M Aupetit, C Maillard, R Quach, JD Muller
Engineering Applications of Artificial Intelligence 19 (7), 797-806, 2006
92006
High-dimensional labeled data analysis with Gabriel graphs.
M Aupetit
ESANN, 21-26, 2003
92003
Sanity check for class-coloring-based evaluation of dimension reduction techniques
M Aupetit
Proceedings of the Fifth Workshop on Beyond Time and Errors: Novelá…, 2014
82014
False neighbourhoods and tears are the main mapping defaults. How to avoid it? How to exhibit remaining ones?
S Lespinats, M Aupetit
Proceeding of Quality Issues, Measures of Interestingness and Evaluation ofá…, 2009
82009
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Articles 1–20