Lisa Chabrier
Former LIRIS member since: 2025-12-31
| Quality | PhD student |
| Team(s) | Beagle |
| Institution | Autre |
| Thesis | EFFICIENT APPROXIMATION METHOD FOR LOCAL EXPLANATION OF MACHINE LEARNING MODELS, APPLIED TO THE INFERENCE OF LOCAL ACTIVITY OF GENE REGULATORY NETWORKS (click to view details) |
Publications (IdHAL : lisa-chabrier)
Publications LIRIS pour Lisa Chabrier (8)
- 2025 (1)
- Conferences (1)
- National conferences with peer review (1)
- Lisa Chabrier, Anton Crombach, Sergio Peignier & Christophe Rigotti (2025). "Re_actShap : détection de rebranchements des réseaux de régulation d’expression génique à l’aide des valeurs SHAP". 25ième conference sur l'Extraction et Gestion des Connaissances (EGC), session demonstrations, Strasbourg (France), p. 8. HAL : hal-04877547.
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- 2024 (5)
- Journals (1)
- International journals with peer review (1)
- Lisa Chabrier, Anton Crombach, Sergio Peignier & Christophe Rigotti (2024). "Effective pruning for top-k feature search on the basis of SHAP values". IEEE Access, vol. 12, pp. 163079-163092. doi : 10.1109/ACCESS.2024.3489958. HAL : hal-04549416. .
- Conferences (2)
- International conferences with peer review (1)
- Lisa Chabrier, Anton Crombach, Sergio Peignier & Christophe Rigotti (2024). "Detecting gene regulatory network rewiring as changes in marker regulatory associations using only single-cell gene expression data". IEEE 12th Data Mining in Biomedical Informatics and Healthcare Workshop (DMBIH'24) at ICDM'24, Abu Dhabi (United Arab Emirates), p. 10. HAL : hal-04808464. .
- Other conferences (1)
- Lisa Chabrier, Anton Crombach, Sergio Peignier & Christophe Rigotti (2024). "Unraveling regulatory associations using explainable AI". Journée GT Machine learning pour la génomique LEGO à JOBIM 2024, 25 juin 2024, Toulouse (France). HAL : hal-04783821.
- Others (2)
- Lisa Chabrier, Camille Leonce, Raphael Schneider, Cyril Dégletagne, Pierre Saintigny, Anton Crombach & Sandra Ortiz-Cuaran (2024). "Regulatory network inference of drug-tolerant persister cells". AACR (American Association for Cancer Research) annual meeting - poster session, 10 avril 2024, San Diego (California) (United States of America). Poster. HAL : hal-04879042.
- Lisa Chabrier, Camille Leonce, Raphael Schneider, Cyril Dégletagne, Pierre Saintigny, Anton Crombach & Sandra Ortiz-Cuaran (2024). "Regulatory network inference of lung adenocarcinoma drug-tolerant persister cells". Computational Biology of Cancer – BioSyL 2024 (COBICA) - poster session, 18 mars 2024, Grenoble (France). Poster. HAL : hal-04879089.
- 2023 (1)
- Reports (1)
- Research reports/tecnical reports (1)
- Maxence Morin & Lisa Chabrier (2023). "Reported speech detection in newspapers". HAL : hal-04227066. .
- 2022 (1)
- Others (1)
- Lisa Chabrier, Anton Crombach, Sergio Peignier & Christophe Rigotti (2022). "Semi-supervised learning for tree-based regressors to improve the prediction of the interactions between genes". Symposium MaDICS, 11 juillet 2022, Lyon (France). Poster. HAL : hal-03894314. .