EFFRA Innovation Portal

Digital Twins for Security and Safety-Initial version

Project: STAR

Updated at: 29-04-2024

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Decentralized Reliability for Industrial Data and Distributed Analytics-Initial version

Project: STAR

Updated at: 29-04-2024

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STAR Reference Architecture and Blueprints-Initial version

Project: STAR

Updated at: 29-04-2024

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Active Learning for Automated Visual Inspection of Manufactured Products

Project: STAR

Updated at: 29-04-2024

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Visual Quality Control via eXplainable AI and the Case of Human in the AI Loop

Project: STAR

Updated at: 29-04-2024

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Assessing human-centricity in AI enabled manufacturing systems: a socio-technical evaluation methodology

Project: STAR

Updated at: 29-04-2024

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Human-Centric Industrial Augmented Reality: Requirements and Design Guidelines for Usability

Project: STAR

Updated at: 29-04-2024

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Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Project: STAR

Updated at: 29-04-2024

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Report on Integration and Collaboration with AI4EU-Final version

Project: STAR

Updated at: 29-04-2024

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Dissemination and Communication Activities-Final version

Project: STAR

Updated at: 29-04-2024

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Integrated STAR Platform-Initial version

Project: STAR

Updated at: 29-04-2024

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Market Platform and VDIH Services Specification

Project: STAR

Updated at: 29-04-2024

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Active learning and novel model calibration measurements for automated visual inspection in manufacturing

Project: STAR

Updated at: 29-04-2024

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Simulating crowd behaviour combining both microscopic and macroscopic rules

Project: STAR

Updated at: 29-04-2024

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Streaming Machine Learning and Online Active Learning for Automated Visual Inspection.

Project: STAR

Updated at: 29-04-2024

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On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects

Project: STAR

Updated at: 29-04-2024

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A Perfect Match: Deep Learning Towards Enhanced Data Trustworthiness in Crowd-Sensing Systems

Project: STAR

Updated at: 29-04-2024

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XAI-KG: knowledge graph to support XAI and decision-making in manufacturing

Project: STAR

Updated at: 29-04-2024

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Extending factory digital Twins through human characterisation in Asset Administration Shell

Project: STAR

Updated at: 29-04-2024

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Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques

Project: STAR

Updated at: 29-04-2024

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Safety and Security Certification Programme for AI Services in Manufacturing-Initial version

Project: STAR

Updated at: 29-04-2024

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Enriching Artificial Intelligence Explanations with Knowledge Fragments

Project: STAR

Updated at: 29-04-2024

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Visual Scene Analysis for Safety Zones Detection-Initial version

Project: STAR

Updated at: 29-04-2024

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Workers' Training Platform-Initial version

Project: STAR

Updated at: 29-04-2024

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Reference Scenarios and Use Cases for AI in Manufacturing

Project: STAR

Updated at: 29-04-2024

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A General and NLP-based Architecture to perform Recommendation: A Use Case for Online Job Search and Skills Acquisition

Project: STAR

Updated at: 29-04-2024

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Explainable Artificial Intelligence to Enhance Data Trustworthiness in Crowd-Sensing Systems

Project: STAR

Updated at: 29-04-2024

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Highlighting Embeddings’ Features Relevance Attribution on Activation Maps

Project: STAR

Updated at: 29-04-2024

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Predicting Operators’ Fatigue in a Human in the Artificial Intelligence Loop for Defect Detection in Manufacturing

Project: STAR

Updated at: 29-04-2024

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Anticipating human presence for safer worker - robot shared workspaces

Project: STAR

Updated at: 29-04-2024

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Resources

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Digital Twins for Security and Safety-Initial version

Decentralized Reliability for Industrial Data and Distributed Analytics-Initial version

STAR Reference Architecture and Blueprints-Initial version

Active Learning for Automated Visual Inspection of Manufactured Products

Visual Quality Control via eXplainable AI and the Case of Human in the AI Loop

Assessing human-centricity in AI enabled manufacturing systems: a socio-technical evaluation methodology

Human-Centric Industrial Augmented Reality: Requirements and Design Guidelines for Usability

Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Report on Integration and Collaboration with AI4EU-Final version

Dissemination and Communication Activities-Final version

Integrated STAR Platform-Initial version

Market Platform and VDIH Services Specification

Active learning and novel model calibration measurements for automated visual inspection in manufacturing

Simulating crowd behaviour combining both microscopic and macroscopic rules

Streaming Machine Learning and Online Active Learning for Automated Visual Inspection.

On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects

A Perfect Match: Deep Learning Towards Enhanced Data Trustworthiness in Crowd-Sensing Systems

XAI-KG: knowledge graph to support XAI and decision-making in manufacturing

Extending factory digital Twins through human characterisation in Asset Administration Shell

Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques

Safety and Security Certification Programme for AI Services in Manufacturing-Initial version

Enriching Artificial Intelligence Explanations with Knowledge Fragments

Visual Scene Analysis for Safety Zones Detection-Initial version

Workers' Training Platform-Initial version

Reference Scenarios and Use Cases for AI in Manufacturing

A General and NLP-based Architecture to perform Recommendation: A Use Case for Online Job Search and Skills Acquisition

Explainable Artificial Intelligence to Enhance Data Trustworthiness in Crowd-Sensing Systems

Highlighting Embeddings’ Features Relevance Attribution on Activation Maps

Predicting Operators’ Fatigue in a Human in the Artificial Intelligence Loop for Defect Detection in Manufacturing

Anticipating human presence for safer worker - robot shared workspaces