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Industrialisation approaches to explainability in manufacturing

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Open Digital Dialogues
24th February

The implementation of Artificial Intelligence (AI) boosted the production efficiency, workplace safety and customer satisfaction by the automation of the processes. But the process to expand this technology at scale is challenging starting from data acquisition, processing up, until deployment and scaling of the models.

Information transparency is a key design principle in Industry 4.0 and despite the high accuracy of powerful tools such as deep learning and reinforcement learning techniques, AI is considered to be unintelligible to the human. The “black box” approach used in AI affects negatively the trust in the system, a factor that is critical in the context of decision-making. The solution to this opaqueness is the Explainable Artificial Intelligence (XAI) that aims the transparency of the models.

This open dialog will focus on the industrialization of the AI and how explainability approaches can be effectively integrated in the AI industrialization loop.

AGENDA

10:15-10:20 General introduction and opening
10:20-10:35 Session 1: XMANAI Project presentation, we will know XMANAI which is a project that will deliver a “glass box” AI models that are explainable to a “human-in-the-loop”.
10:35-10:50 Session 2: XMANAI MVP
10:50-11:15 Session 3: Explainability Directions in Manufacturing
11:15-11:25 Open Discussion with the experts from the advisory board

• Chris Decubber, The European Factories of the Future Research Association (EFFRA), Belgium;
• Michela Magas, Innovation advisor to the European Commission and the G7 leaders, Switzerland;
• Angelo Marguglio, ENG, FIWARE foundation, Italy;
• John Soldatos, STAR Technical Manager, INTRASOFT International; Greece
11:25-11:30 Closure of the event

REGISTRATION FORM

     

    Date And Time

    2022-02-24 | 10:15
    2022-05-26
     

    Location

    Online Event
     

    Event Types

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