Projects per year
Personal profile
Education/Academic qualification
Computer Science, Habilitation for Research Supervision - Topological approaches for exploratory data analysis and decision support, Université Paris-Saclay
Award Date: 11 Jul 2012
Computer Science, PhD, Manifold learning using self-organizing neural networks, Institut polytechnique de Grenoble
1 Oct 1998 → 30 Nov 2001
Award Date: 20 Dec 2001
Robotics, Master, Master of Science in Robotics and Micro-electronics, Universités Montpellier 2 et 1
1 Oct 1997 → 31 Aug 1998
Award Date: 1 Sept 1998
Computer Science Engineering, Bachelor, Computer Science specialized in Artificial Intelligence, Site EERIE-EMA
1 Sept 1995 → 30 Jun 1998
Award Date: 1 Jul 1998
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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QCRI-CORE-000019: Qatar Diabetes Prevention Program (QDPP)
Saad, M. (Lead Principal Investigator), Aupetit, M.J.-M. (Principal Investigator), Baggag, A. (Principal Investigator) & Al Thani, D. A. (Principal Investigator)
1/01/18 → 31/12/25
Project: Basic Research
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A human-in-the-loop approach for visual clustering of overlapping materials science data
Bonakala, S., Aupetit, M., Bensmail, H. & El-Mellouhi, F., 2 Feb 2024, In: Digital Discovery. 3, 3, p. 502-513 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction: Improving Label-Based Evaluation of Dimensionality Reduction
Jeon, H., Kuo, Y.-H., Aupetit, M., Ma, K.-L. & Seo, J., Jan 2024, In: IEEE Transactions on Visualization and Computer Graphics. PP, 1, p. 781-791 11 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
ClustML: A measure of cluster pattern complexity in scatterplots learnt from human-labeled groupings
Hamza, M. M., Ullah, E., Baggag, A., Bensmail, H., Sedlmair, M. & Aupetit, M., Apr 2024, In: Information Visualization. 23, 2, p. 105-122 18 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
How Much Wearable Data is Enough for the Utility and Trust of Augmented Artificial Intelligence Systems? A Scenario-Based Interview with Medical Professionals
Abdelaal, Y., Aupetit, M., Baggag, A., Bashir, M. & Al-Thani, D., 21 Sept 2024, In: International Journal of Human-Computer Interaction.Research output: Contribution to journal › Article › peer-review
Open Access -
ACTIVE LEARNING FOR SCALABLE ARRANGEMENT AND GROUPING OF DATA
Aupetit, M.J.-M. (Inventor), Baggag, A. (Inventor) & Abuthawabeh, A. (Inventor), 23 Nov 2023, IPC No. G06F 3/ 04817 A I, Patent No. US2023376164, Priority date 18 May 2023, Priority No. US202318199175Research output: Patent