| Current teams : | ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
| Publications LFI | 2023 | 2024 | 2025 | Total |
|---|---|---|---|---|
| Books | 1 | 1 | 0 | 2 |
| Edited books | 0 | 0 | 1 | 1 |
| Journal articles | 7 | 7 | 1 | 15 |
| Book chapters | 0 | 1 | 0 | 1 |
| Conference papers | 32 | 14 | 0 | 46 |
| Habilitations | 0 | 0 | 0 | 0 |
| Thesis | 2 | 2 | 0 | 4 |
- I. Bloch, A. Bretto : “Functional analysis on hypergraphs: Density and zeta functions – applications to molecular graphs and image analysis”, Information Sciences, vol. 676, pp. 120850, (Elsevier) [Bloch 2024]
- C. Dubois, D. Eigen, E. Delmas, M. Einfalt, C. Lemaçon, L. Berteloot, P. Bossuyt, D. Drummond, P. Scherdel, F. Simon, H. Torchin, Y. Vali, I. Bloch, J. Cohen : “Deep learning in medical image analysis: introduction to underlying principles and reviewer guide using diagnostic case studies in paediatrics”, BMJ - British Medical Journal, vol. 387, pp. e076703, (BMJ) [Dubois 2024]
- G. Franchi, A. Bursuc, E. Aldea, S. Dubuisson, I. Bloch : “Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46 (4), pp. 2027-2040, (Institute of Electrical and Electronics Engineers) [Franchi 2024]
- S. Sandeep, A. Vard, M. Guxens, I. Bloch, J. Wiart : “RF-EMF Exposure Assessment of Fetus During the First Trimester of Pregnancy”, IEEE Access, vol. 12, pp. 75311-75322, (IEEE) [Sandeep 2024]
- M. Verger, Ch. Fan, S. Lallé, F. Bouchet, V. Luengo : “A Comprehensive Study on Evaluating and Mitigating Algorithmic Unfairness with the MADD Metric”, Journal of Educational Data Mining, vol. 16 (1), pp. 365–409, (International Educational Data Mining Society) [Verger 2024]
- N. Vinit, Th. Blanc, I. Bloch, L. Pio, R. Kassir, G. La Barbera, E. Bonnot, P. Gori, J. Goulin, A. Pire, N. Boddaert, C. Lozach, S. Sarnacki : “Robotics and 3D modeling for precision surgery in pediatric oncology”, EJC Paediatric Oncology, vol. 4 [Vinit 2024]
- V. Yepmo, G. Smits, M.‑J. Lesot, O. Pivert : “Leveraging an Isolation Forest to Anomaly Detection and Data Clustering”, Data and Knowledge Engineering, vol. 151, pp. 102302, (Elsevier) [Yepmo 2024b]