Research output per year
Research output 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
External positions
Research Scientist, Senior Expert, CEA Saclay
1 Oct 2008 → 21 Aug 2014
Research Scientist, CEA-DAM
1 Feb 2004 → 30 Sept 2008
Postdoctoral Researcher, CEA-DAM
1 Feb 2002 → 31 Jan 2004
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Measuring the Validity of Clustering Validation Datasets
Jeon, H., Aupetit, M., Shin, D. H., Cho, A., Park, S. & Seo, J., Jun 2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 6, p. 5045-5058 14 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Interactive visual data categorization systems and methods
Aupetit, M.J.-M. (Inventor) & Abuthawabeh, A. (Inventor), 11 Jan 2022, IPC No. G06T 11/ 60 A I, Patent No. US11222453, Priority date 11 Dec 2020, Priority No. US202017119762Research output: Patent
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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., 18 Jun 2025, In: International Journal of Human-Computer Interaction. 41, 12, p. 7684-7710 27 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Exploring the Applications of Explainability in Wearable Data Analytics: Systematic Literature Review
Abdelaal, Y., Aupetit, M., Baggag, A. & Al-Thani, D., 24 Dec 2024, In: Journal of Medical Internet Research. 26, 30 p., e53863.Research output: Contribution to journal › Review article › peer-review
Open Access4 Citations (Scopus) -
Classes are not Clusters: 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
12 Citations (Scopus)