Michael Aupetit

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sylvain lespinatsCEAVerified email at cea.fr
Michael SedlmairProfessor of Computer Science, University of StuttgartVerified email at visus.uni-stuttgart.de
Luis Fernandez-Luque, PhDAdhera Health Inc - https://www.linkedin.com/company/adhera-health-inc/Verified email at adherahealth.com
Pierre CouturierLGI2P, IMT Mines AlesVerified email at mines-ales.fr
Jean-Daniel FeketeSenior Research Scientist, INRIA Saclay Île-de-France, Université Paris-SaclayVerified email at inria.fr
Halima BensmailPrincipal Scientist, QCRI and Joint professor, Texas A and M at QatarVerified email at hbku.edu.qa
Joao PalottiEarkick.com - Previously at MIT, QCRI, TUWien, UFMGVerified email at earkick.com
Raghvendra MallComputational Scientist at St. Jude Children's Research HospitalVerified email at stjude.org
Professor Shahrad TaheriNational Obesity Treatment Center, QatarVerified email at hamad.qa
Yelena MejovaSenior Research Scientist, ISI FoundationVerified email at isi.it
Ingmar WeberAlexander von Humboldt Professor for AI, Saarland Informatics Campus, Saarland UniversityVerified email at acm.org
Ferda OfliSenior Scientist at Qatar Computing Research Institute (QCRI), Hamad Bin Khalifa University (HBKU)Verified email at hbku.edu.qa
Muhammad ImranSenior Scientist, Qatar Computing Research Institute, Hamad Bin Khalifa UniversityVerified email at hbku.edu.qa
Abdelkader BaggagSenior scientist, Qatar Computing Research InstituteVerified email at hbku.edu.qa
Mostafa M Abbas (Hamza)Data scientistVerified email at geisinger.edu
Firoj Alam, PhDScientist, QCRIVerified email at alumni.unitn.it
Luis Gustavo NonatoUniversidade de São Paulo - USPVerified email at icmc.usp.br
Matheus AraújoProject Staff, Sleep Disorder Center, Cleveland Clinic FoundationVerified email at umn.edu
Peter StefanovData Engineer, SiteGround Hosting EOODVerified email at siteground.com
Remy BossuHead of the Euro-Mediterranean Seismological CentreVerified email at emsc-csem.org

Michael Aupetit

Senior Scientist at Qatar Computing Research Institute (QCRI), Hamad Bin Khalifa University (HBKU)

Verified email at hbku.edu.qa - Homepage

Machine Learning Visual Analytics Data Mining Artificial Intelligence Computational Topology


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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	191	2018
Visualizing distortions and recovering topology in continuous projection techniques M Aupetit Neurocomputing 70 (7-9), 1304-1330, 2007	138	2007
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	121	2020
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	118	2020
CheckViz: Sanity Check and Topological Clues for Linear and Non‐Linear Mappings S Lespinats, M Aupetit Computer Graphics Forum 30 (1), 113-125, 2011	103	2011
A twitter tale of three hurricanes: Harvey, irma, and maria F Alam, F Ofli, M Imran, M Aupetit arXiv preprint arXiv:1805.05144, 2018	92	2018
Data‐driven evaluation of visual quality measures M Sedlmair, M Aupetit Computer Graphics Forum 34 (3), 201-210, 2015	78	2015
Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning. A Wismüller, M Verleysen, M Aupetit, JA Lee ESANN, 2010	60	2010
Sepme: 2002 new visual separation measures M Aupetit, M Sedlmair 2016 IEEE pacific visualization symposium (PacificVis), 1-8, 2016	58	2016
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	48	2019
High-dimensional labeled data analysis with topology representing graphs M Aupetit, T Catz Neurocomputing 63, 139-169, 2005	48	2005
Learning topology with the generative gaussian graph and the em algorithm M Aupetit Advances in neural information processing systems 18, 2005	47	2005
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	46	2008
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	35	2013
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	29	2016
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), 1-13, 2017	27	2017
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	27	2008
Function approximation with continuous self-organizing maps using neighboring influence interpolation M Aupetit, P Couturier, P Massotte, LS EERIE-EMA, PSG Besse Proceeding of the ICSC Symposia on Neural Computation (NC’2000) May, 23-26, 2000	26	2000
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	25	2019
Nearly homogeneous multi-partitioning with a deterministic generator M Aupetit Neurocomputing 72 (7-9), 1379-1389, 2009	24	2009

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