Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Autor: Rojat, Thomas, Puget, Raphaël, Filliat, David, Del Ser, Javier, Gelin, Rodolphe, Díaz-Rodríguez, Natalia

Most of state of the art methods applied on time series consist of deep learning methods that are too complex to be interpreted. This lack of interpretability is a major drawback, as several applications in the real world are critical tasks, such as

Externí odkaz: http://arxiv.org/abs/2104.00950

L'entreprise et l'intelligence artificielle - Les réponses du droit

Autor: Aoki, Hiroya, Bentaïeb, Kamilia, Beret, Sarah, Bettoni, Lucas, Chaiehloudj, Walid, Chassang, Gauthier, Chebchoub, Sarah, Cunha, Diogo Costa, Dejean-Ozanne, Christophe, Deltorn, Jean-Marc, Desbarats, Isabelle, Duguet, Anne-Marie, Dussart, Vincent, Emmert, Frank, Gelin, Rodolphe, Guégan, Guillaume, Huffman, Max, Hureaux, Jeremy, Jambort, Sébastien, Larouer, Marion, Larrieu, Jacques, Lemercier, Karine, Mangematin, Céline, Mendoza-Caminade, Alexandra, Meneceur, Yannick, Nagatsuka, Makoto, Poujade, Hélène, Rakotovahiny, Marie, Schmidt-Kessen, Maria Jose, Serafin, Anthéa, Skrebers, Anne-Sarah, Sugisaki, Hiroshi, Teresi, Laurent, Yoshida, Etsuko

Désormais omniprésente dans la vie des entreprises, l'Intelligence artificielle suscite de nombreux questionnements auxquels le Droit devra apporter des réponses qu'il s'agisse de l'organisation elle-même de la structure ou plus largement de son

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=openedition_::758c0a327dff957223c06ffc4aef86be
http://books.openedition.org/putc/15267

The wall of safety for AI: approaches in the confiance.ai program

Autor: Braunschweig, Bertrand, Gelin, Rodolphe, Terrier, François

Publikováno v: Workshop on Artificial Intelligence Safety (SAFEAI)
Workshop on Artificial Intelligence Safety (SAFEAI), Feb 2022, virtual, Canada

International audience; AI faces some « walls » towards which it is advancing at high pace. Apart from social and ethics consideration, there are walls on several subjects very dependent but gathering each some considerations from AI community, bot

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______3515::49d7765e9514837626e487ab1ad9febc
https://hal.science/hal-03657293/document

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Romeo2 Project: Humanoid Robot Assistant and Companion for Everyday Life: I. Situation Assessment for Social Intelligence

Autor: Kumar Pandey, Amit, Gelin, Rodolphe, Rachid Alami, Viry, Renaud, Buendia, Axel, Meertens, Roland, Chetouani, Mohamed, Devillers, Laurence, Tahon, Marie, Filliat, David, Grenier, Yves, Maazaoui, Mounira, Kheddar, Abderrahmane, Lerasle, Frédéric, Fitte-Duval, Laurent

Publikováno v: 2nd International Workshop on Artificial Intelligence and Cognition
AIC: Artificial Intelligence and Cognition
AIC: Artificial Intelligence and Cognition, Nov 2014, Torino, Italy. pp.140-147
Rachid Alami
HAL
BASE-Bielefeld Academic Search Engine
ResearcherID
Scopus-Elsevier

International audience; For a socially intelligent robot, different levels of situation as-sessment are required, ranging from basic processing of sensor input to high-level analysis of semantics and intention. However, the attempt to combine them al

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::202da36139ef18b0c5aaf8a97de45aa8
https://hal.science/hal-01096094