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Financement de l’UE (5 998 903 €) : Intelligence artificielle explicable pour la fabrication Hor 07/08/2020 Programme de recherche et d'innovation de l'UE « Horizon »
Vue d’ensemble
Texte
Intelligence artificielle explicable pour la fabrication
"Despite the indisputable benefits of AI, humans typically have little visibility and knowledge on how AI systems make any decisions or predictions due to the so-called “black-box effect” in which many of the machine learning/deep learning algorithms are not able to be examined after their execution to understand specifically how and why a decision has been made. The inner workings of machine learning and deep learning are not exactly transparent, and as algorithms become more complicated, fears of undetected bias, mistakes, and miscomprehensions creeping into decision making, naturally grow among manufacturers and practically any stakeholder In this context, Explainable AI (XAI) is today an emerging field that aims to address how black box decisions of AI systems are made, inspecting and attempting to understand the steps and models involved in decision making to increase human trust. XMANAI aims at placing the indisputable power of Explainable AI at the service of manufacturing and human progress, carving out a “human-centric”, trustful approach that is respectful of European values and principles, and adopting the mentality that “our AI is only as good as we are”. XMANAI, demonstrated in 4 real-life manufacturing cases, will help the manufacturing value chain to shift towards the amplifying AI era by coupling (hybrid and graph) AI ""glass box"" models that are explainable to a ""human-in-the-loop"" and produce value-based explanations, with complex AI assets (data and models) management-sharing-security technologies to multiply the latent data value in a trusted manner, and targeted manufacturing apps to solve concrete manufacturing problems with high impact."
| Aideas OÜ | 192 125 € |
| Asociacion de Empresas Tecnologicas Innovalia | 338 125 € |
| Athina-Erevnitiko Kentro Kainotomias Stis Technologies TIS Pliroforias, TON Epikoinonion Kai TIS Gnosis | 318 125 € |
| Beko Europe Management Srl | 251 590 € |
| Beko Italy Manufacturing Srl | 103 410 € |
| CNH Industrial Italia S.p.A. | 283 750 € |
| Deep Blue Srl | 403 250 € |
| Ford Espana SL | 300 568 € |
| Fraunhofer Gesellschaft ZUR Forderung DER Angewandten Forschung e. V. | 501 210 € |
| Gioumpitek Meleti Schediasmos Ylopoiisi Kai Polisi Ergon Pliroforikis Etaireia Periorismenis Efthynis | 436 250 € |
| Knowledgebiz Consulting-Sociedade de Consultoria em Gestao Lda. | 394 125 € |
| Politecnico Di Milano | 371 675 € |
| Suite5 Data Intelligence Solutions Ltd. | 685 000 € |
| TXT E-Solutions S.p.A. | 413 563 € |
| TXT E-Tech Srl | 391 887 € |
| Tyris AI SL | 368 500 € |
| Tyris Software SL | 0,00 € |
| Unimetrik SA | 245 750 € |
| Universita Degli Studi Di Modena E Reggio Emilia | 0,00 € |
https://cordis.europa.eu/project/id/957362
Cette annonce se réfère à une date antérieure et ne reflète pas nécessairement l’état actuel.