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
Halima BensmailPrincipal Scientist, QCRI and Joint professor HBKU and Visiting Full Professor, TAMUQVerified email at hbku.edu.qa
Abdelkader BaggagSenior scientist, Qatar Computing Research InstituteVerified email at hbku.edu.qa
Jean-Daniel FeketeSenior Research Scientist, INRIA Saclay Île-de-France, Université Paris-SaclayVerified email at inria.fr
Joao PalottiEarkick.com - Previously at MIT, QCRI, TUWien, UFMGVerified email at earkick.com
Raghvendra MallDirector, TII, Abu Dhabi (Past: IIIT-H, INRIA, KU Leuven, QCRI, St. Jude)Verified email at stjude.org
Professor Shahrad TaheriProfessor Diabetes and EndocrinologyVerified email at leicester.ac.uk
Pierre CouturierLGI2P, IMT Mines AlesVerified email at mines-ales.fr
Meghna SinghPhD Student, University of MinnesotaVerified email at umn.edu
Mostafa M Abbas (Hamza)Data scientistVerified email at geisinger.edu
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
Firoj Alam, PhDSenior Scientist, QCRIVerified email at alumni.unitn.it
Luis Gustavo NonatoUniversidade de São Paulo - USPVerified email at icmc.usp.br
Dena Al-ThaniAssociate Professor, Co-Founder A-sense Center of Excellence, Hamad bin Khalifa UniversityVerified email at hbku.edu.qa
Bing ZhaiLecturer, Northumbria UniversityVerified email at northumbria.ac.uk

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	282	2018
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	265	2020
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	222	2020
Visualizing distortions and recovering topology in continuous projection techniques M Aupetit Neurocomputing 70 (7-9), 1304-1330, 2007	166	2007
CheckViz: Sanity Check and Topological Clues for Linear and Non‐Linear Mappings S Lespinats, M Aupetit Computer Graphics Forum 30 (1), 113-125, 2011	130	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	122	2018
Data‐driven evaluation of visual quality measures M Sedlmair, M Aupetit Computer graphics forum 34 (3), 201-210, 2015	114	2015
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	97	2019
Sepme: 2002 new visual separation measures M Aupetit, M Sedlmair 2016 IEEE pacific visualization symposium (PacificVis), 1-8, 2016	76	2016
Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning. A Wismüller, M Verleysen, M Aupetit, JA Lee ESANN, 2010	76	2010
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	53	2008
High-dimensional labeled data analysis with topology representing graphs M Aupetit, T Catz Neurocomputing 63, 139-169, 2005	53	2005
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	49	2019
Learning topology with the generative gaussian graph and the em algorithm M Aupetit Advances in neural information processing systems 18, 2005	48	2005
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	45	2013
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	38	2017
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	36	2016
Nearly homogeneous multi-partitioning with a deterministic generator M Aupetit Neurocomputing 72 (7-9), 1379-1389, 2009	30	2009
Method and system for evaluating the resemblance of a query object to reference objects M Aupetit, S Lespinats US Patent 9,576,223, 2017	29	2017
Toward perception-based evaluation of clustering techniques for visual analytics M Aupetit, M Sedlmair, MM Abbas, A Baggag, H Bensmail 2019 IEEE visualization conference (VIS), 141-145, 2019	28	2019

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