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pro vyhledávání: '"Guyomard A"'
There are now many explainable AI methods for understanding the decisions of a machine learning model. Among these are those based on counterfactual reasoning, which involve simulating features changes and observing the impact on the prediction. This
Externí odkaz:
http://arxiv.org/abs/2309.04284
Autor:
Sabine Drevet, Bastien Boussat, Armance Grevy, Audrey Brevet, Frederic Olive, Marion Richard, Laura Marchesi, Alize Guyomard, Caroline Maindet, Regis Pailhe, Brice Rubens-Duval, Pierre Bouzat, Jérôme Tonetti, Catherine Bioteau, Gaëtan Gavazzi, Patrice Francois, Prudence Gibert
Publikováno v:
BMC Geriatrics, Vol 24, Iss 1, Pp 1-14 (2024)
Abstract Background Postoperative pain delays ambulation, extends hospital stay, reduces the probability of recovery, and increases risk of long-term functional impairment. Pain management in hip fractured patients poses a challenge to the healthcare
Externí odkaz:
https://doaj.org/article/31565ebf41444f78a2918c9dca51ba86
Autor:
Adrich, P., Blumer, P., Caratsch, G., Chung, M., Cladé, P., Comini, P., Crivelli, P., Dalkarov, O., Debu, P., Douillet, A., Drapier, D., Froelich, P., Garroum, N., Guellati-Khelifa, S., Guyomard, J., Hervieux, P-A., Hilico, L., Indelicato, P., Jonsell, S., Karr, J-P., Kim, B., Kim, S., Kim, E-S., Ko, Y. J., Kosinski, T., Kuroda, N., Latacz, B. M., Lee, B., Lee, H., Lee, J., Lim, E., Liszkay, L., Lunney, D., Manfredi, G., Mansoulié, B., Matusiak, M., Nesvizhevsky, V., Nez, F., Niang, S., Ohayon, B., Park, K., Paul, N., Pérez, P., Regenfus, C., Reynaud, S., Roumegou, C., Roussé, J-Y., Sacquin, Y., Sadowski, G., Sarkisyan, J., Sato, M., Schmidt-Kaler, F., Staszczak, M., Szymczyk, K., Tanaka, T. A., Tuchming, B., Vallage, B., Voronin, A., van der Werf, D. P., Won, D., Wronka, S., Yamazaki, Y., Yoo, K-H., Yzombard, P.
Publikováno v:
European Physical Journal C 83, 1004 (2023)
We report on the first production of an antihydrogen beam by charge exchange of 6.1 keV antiprotons with a cloud of positronium in the GBAR experiment at CERN. The antiproton beam was delivered by the AD/ELENA facility. The positronium target was pro
Externí odkaz:
http://arxiv.org/abs/2306.15801
Counterfactual explanations have become a mainstay of the XAI field. This particularly intuitive statement allows the user to understand what small but necessary changes would have to be made to a given situation in order to change a model prediction
Externí odkaz:
http://arxiv.org/abs/2304.12943
Publikováno v:
ECML PKDD 2022 - European Conference on Machine Learning and Knowledge Discovery in Databases., Sep 2022, Grenoble, France
Counterfactual explanation is a common class of methods to make local explanations of machine learning decisions. For a given instance, these methods aim to find the smallest modification of feature values that changes the predicted decision made by
Externí odkaz:
http://arxiv.org/abs/2212.10847
Autor:
Dourdin, Thomas Sol, Berthelin, Clothilde, Guyomard, Killian, Morin, Alicia, Morandi, Nathan, Elie, Nicolas, Villain-Naud, Nadège, Rivière, Guillaume, Sussarellu, Rossana
Publikováno v:
In Science of the Total Environment 10 August 2024 937
Autor:
Bastien Boussat, Mélanie Gaillet, Joey Fournier, Alizé Guyomard, Patrice François, Rebecca Shankland
Publikováno v:
BMC Medical Education, Vol 23, Iss 1, Pp 1-8 (2023)
Abstract Background Cognitive dissonance theory and research has suggested that engaging in prevention interventions for other students may be a means of reducing one’s own problematic behaviors in order to reduce potential cognitive dissonance. Th
Externí odkaz:
https://doaj.org/article/2e408a43dac542f58b57df7fe5959c72
Autor:
P. Adrich, P. Blumer, G. Caratsch, M. Chung, P. Cladé, P. Comini, P. Crivelli, O. Dalkarov, P. Debu, A. Douillet, D. Drapier, P. Froelich, N. Garroum, S. Guellati-Khelifa, J. Guyomard, P.-A. Hervieux, L. Hilico, P. Indelicato, S. Jonsell, J.-P. Karr, B. Kim, S. Kim, E.-S. Kim, Y. J. Ko, T. Kosinski, N. Kuroda, B. M. Latacz, B. Lee, H. Lee, J. Lee, E. Lim, L. Liszkay, D. Lunney, G. Manfredi, B. Mansoulié, M. Matusiak, V. Nesvizhevsky, F. Nez, S. Niang, B. Ohayon, K. Park, N. Paul, P. Pérez, C. Regenfus, S. Reynaud, C. Roumegou, J.-Y. Roussé, Y. Sacquin, G. Sadowski, J. Sarkisyan, M. Sato, F. Schmidt-Kaler, M. Staszczak, K. Szymczyk, T. A. Tanaka, B. Tuchming, B. Vallage, A. Voronin, D. P. van der Werf, A. Welker, D. Won, S. Wronka, Y. Yamazaki, K.-H. Yoo, P. Yzombard
Publikováno v:
European Physical Journal C: Particles and Fields, Vol 83, Iss 11, Pp 1-11 (2023)
Abstract We report on the first production of an antihydrogen beam by charge exchange of 6.1 keV antiprotons with a cloud of positronium in the GBAR experiment at CERN. The 100 keV antiproton beam delivered by the AD/ELENA facility was further decele
Externí odkaz:
https://doaj.org/article/470d360268c94c87b974d67d4ee8781f
Publikováno v:
Communications Earth & Environment, Vol 4, Iss 1, Pp 1-14 (2023)
Abstract The European Green Deal aims notably to achieve a fair, healthy, and environmentally friendly food system in the European Union. We develop a partial equilibrium economic model to assess the market and non-market impacts of the three main le
Externí odkaz:
https://doaj.org/article/877707f52f6c4f86a42be7036ed8cf57
Reduced model for capillary breakup with thermal gradients: Predictions and computational validation
Autor:
Shukla, Isha, Wang, Fan, Mowlavi, Saviz, Guyomard, Amy, Liang, Xiangdong, Johnson, Steven G., Nave, J. -C.
Publikováno v:
Physics of Fluids, 2021
It was recently demonstrated that feeding a silicon-in-silica coaxial fibre into a flame$\mathord{-}$imparting a steep silica viscosity gradient$\mathord{-}$results in the formation of silicon spheres whose size is controlled by the feed speed [Gumen
Externí odkaz:
http://arxiv.org/abs/2104.11671