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Explainable AI: a key to trust and acceptance of AI-based decision support systems Artificial intelligence is often based on complex algorithms and
Partner Spotlight – CNH Industrial
Name: Claudia Campanella Job title: Manager of Ergonomics-HMI-VR-AR Organization: CNH Industrial Bio: Claudia Campanella graduated in Industrial Design at the Polytechnic of Turin, realizing a thesis in physical ergonomics. She started working at Fiat Auto in 2000 and at the same time, she attended the Master in Ergonomics in which she created a thesis in cognitive ergonomics.
Industrial Asset Graph Modelling in XMANAI
In the Industrial sector specifically, graph networks can describe pathways of IoT devices and sensor networks (Aggarwal, et al., 2017) in the framework of predictive maintenance, or represent associations between resources, daily workload and production in decision-making and dynamic scheduling problems (Hu, et al., 2020).
XMANAI Validation Environment for AI Models
The Explainable AI (XAI) in Manufacturing (XMANAI) project aims to provide a framework for the development and deployment of AI models in the manufacturing industry.
zExplAIn, Improving Manufacturing Processes with Explainable AI
In the new era of Industry 4.0, AI systems are becoming increasingly prevalent and cost-effective. With the ability to analyze vast amounts of data, factories can reduce expenses, boost productivity, and minimize waste.
XMANAI partner spotlight – Deep Blue
Name: Linda Napoletano Job title: Head of the Manufacturing Area Organization: Deep Blue srl Bio: Linda Napoletano holds a Ph.D. in Human-Computer Interaction. Since 2002, she has been working on EU-co-funded projects aiming at designing and validating humans integration and interactions into highly innovative processes.
Archives
- XAI for Metrology at UNIMETRIK: Smart Semi-autonomous Hybrid Measurement Planning
- Towards Process and Production Optimisation with XAI:The CNH Use Cases
- Holistic Production Overview using XAI technologies: The Ford use cases
- XAI Applications in the Direct to Consumer (D2C) market. The Whirlpool use cases
- XMANAI Provenance Engine: Tracking data provenance and data lineage
- The XMANAI Platform and Tools Package
- XMANAI On Premise Environment
- Models Catalog Component of the Platform
- Explaining Transformers
- How are the final MVP features contributing to the X-By-Design Concept?
- The Power of X-by-design: Pioneering Transparency and Explainability through Design
- Hackathon Event: Paving the Way to Transparent AI in Manufacturing with XMANAI
- Intelligent ETL Solutions for XMANAI: API- and File Data Harvester
- XMANAI Centralized Models Execution and Visualization Environment
- Industrialization Approaches to Explainability and the XMANAI Cases
- Ethics considerations for manufacturing XAI: the XMANAI Ethical Evaluation Framework
- Partner Spotlight – Ford Motor Company
- XAI Model Guard: The XMANAI AI Models Security Framework
- Explainable AI: a key to trust and acceptance of AI-based decision support systems
- Partner Spotlight – CNH Industrial
- Industrial Asset Graph Modelling in XMANAI
- XMANAI Validation Environment for AI Models
- zExplAIn, Improving Manufacturing Processes with Explainable AI
- XMANAI partner spotlight – Deep Blue
- Technical and Socio-Business assessments of AI Maturity in pilots of Explainable AI
- XMANAI partner spotlight – UNIMETRIK
- AI Algorithms Lifecycle Management and Collaboration
- XMANAI partner spotlight – Knowledgebiz
- XMANAI partner spotlight – UBITECH
- A First Glimpse into the XMANAI platform
- XMANAI partner spotlight – Whirlpool
- Overview requirements
- XMANAI partner spotlight – Athena Research Center
- Industrial Assets Provenance in XMANAI
- XMANAI partner spotlight – Innovalia Association
- The Draft Catalogue of XMANAI XAI Models
- XMANAI´s Evaluation Framework
- XMANAI partner spotlight – Suite5
- XMANAI Reference Architecture: Perspectives
- Security Aspects of Industrial Data Management
- XMANAI partner spotlight – AiDEAS
- What is the XMANAI Minimum Viable Product (MVP)?
- XAI in Manufacturing
- Data Asset Management in XMANAI
- XMANAI partner spotlight – Tyris AI
- XMANAI partner spotlight – Politecnico di Milano
- Education role in AI technology implementation in industry
- XMANAI partner spotlight – Fraunhofer FOKUS
- AI Requirements for Manufacturing in the XMANAI Project
- Have you ever heard about Graphical Neural Networks?