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Michael Aupetit
Michael Aupetit
Senior Scientist at Qatar Computing Research Institute (QCRI), Hamad Bin Khalifa University (HBKU)
Preverjeni e-poštni naslov na hbku.edu.qa - Domača stran
Naslov
Navedeno
Navedeno
Leto
Multidimensional projection for visual analytics: Linking techniques with distortions, tasks, and layout enrichment
LG Nonato, M Aupetit
IEEE Transactions on Visualization and Computer Graphics 25 (8), 2650-2673, 2018
2362018
The future of sleep health: a data-driven revolution in sleep science and medicine
I Perez-Pozuelo, B Zhai, J Palotti, R Mall, M Aupetit, JM Garcia-Gomez, ...
NPJ digital medicine 3 (1), 42, 2020
1982020
Unsupervised user stance detection on Twitter
K Darwish, P Stefanov, M Aupetit, P Nakov
Proceedings of the international AAAI conference on web and social media 14 …, 2020
1752020
Visualizing distortions and recovering topology in continuous projection techniques
M Aupetit
Neurocomputing 70 (7-9), 1304-1330, 2007
1472007
CheckViz: Sanity Check and Topological Clues for Linear and Non‐Linear Mappings
S Lespinats, M Aupetit
Computer Graphics Forum 30 (1), 113-125, 2011
1122011
A twitter tale of three hurricanes: Harvey, irma, and maria
F Alam, F Ofli, M Imran, M Aupetit
arXiv preprint arXiv:1805.05144, 2018
1072018
Data‐driven evaluation of visual quality measures
M Sedlmair, M Aupetit
Computer Graphics Forum 34 (3), 201-210, 2015
992015
Benchmark on a large cohort for sleep-wake classification with machine learning techniques
J Palotti, R Mall, M Aupetit, M Rueschman, M Singh, A Sathyanarayana, ...
NPJ digital medicine 2 (1), 50, 2019
762019
Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning.
A Wismüller, M Verleysen, M Aupetit, JA Lee
ESANN, 2010
732010
Sepme: 2002 new visual separation measures
M Aupetit, M Sedlmair
2016 IEEE pacific visualization symposium (PacificVis), 1-8, 2016
662016
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
522008
High-dimensional labeled data analysis with topology representing graphs
M Aupetit, T Catz
Neurocomputing 63, 139-169, 2005
492005
Learning topology with the generative gaussian graph and the em algorithm
M Aupetit
Advances in neural information processing systems 18, 2005
472005
Proxilens: Interactive exploration of high-dimensional data using projections
N Heulot, M Aupetit, JD Fekete
VAMP: EuroVis Workshop on Visual Analytics using Multidimensional Projections, 2013
372013
ClustMe: A Visual Quality Measure for Ranking Monochrome Scatterplots based on Cluster Patterns
MM Abbas, M Aupetit, M Sedlmair, H Bensmail
Computer Graphics Forum 38 (3), 225-236, 2019
332019
Implementing 360 Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar
L Fernandez-Luque, M Singh, F Ofli, YA Mejova, I Weber, M Aupetit, ...
BMC medical informatics and decision making 17, 1-13, 2017
332017
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
322016
Nearly homogeneous multi-partitioning with a deterministic generator
M Aupetit
Neurocomputing 72 (7-9), 1379-1389, 2009
272009
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
272008
Function approximation with continuous self-organizing maps using neighboring influence interpolation
M Aupetit, P Couturier, P Massotte
Proceeding of the ICSC Symposia on Neural Computation (NC’2000) May, 23-26, 2000
252000
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Članki 1–20