EFFRA Innovation Portal

Report on Co-Design Workshops and Focus Groups-Initial version

Project: STAR

Updated at: 29-04-2024

XAI enhancing cyber defence against adversarial attacks in industrial applications

Project: STAR

Updated at: 29-04-2024

Human in the AI loop via xAI and Active Learning for Visual Inspection

Project: STAR

Updated at: 29-04-2024

Identifying Novel Defects During AI-Driven Visual Quality Inspection

Project: STAR

Updated at: 29-04-2024

STARdom: an architecture for trusted and secure human-centered manufacturing systems

Project: STAR

Updated at: 29-04-2024

Report on Integration and Collaboration with AI4EU-Initial version

Project: STAR

Updated at: 29-04-2024

An Abstraction Layer Exploiting Voice Assistant Technologies for Effective Human—Robot Interaction

Project: STAR

Updated at: 29-04-2024

Review of Applicable Standards and Regulations

Project: STAR

Updated at: 29-04-2024

Library of XAI algorithms-Initial version

Project: STAR

Updated at: 29-04-2024

STAR Reference Architecture and Blueprints-Final version

Project: STAR

Updated at: 29-04-2024

STAR's Contributions to Clusters and Associations-Final version

Project: STAR

Updated at: 29-04-2024

Human in the AI Loop in Production Environments

Project: STAR

Updated at: 29-04-2024

Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks

Project: STAR

Updated at: 29-04-2024

Report on Pre-Normative and Standardization Activities

Project: STAR

Updated at: 29-04-2024

Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field

Project: STAR

Updated at: 29-04-2024

XAI for time-series classification leveraging image highlight methods

Project: STAR

Updated at: 29-04-2024

CaptAinGlove: Capacitive and inertial fusion-based glove for real-time on edge hand gesture recognition for drone contro...

Project: STAR

Updated at: 29-04-2024

Periodic Reporting for period 1 - STAR (Safe and Trusted Human Centric Artificial Intelligence in Future Manufacturing ...

Project: STAR

Updated at: 29-04-2024

An IIoT Platform For Human-Aware Factory Digital Twins

Project: STAR

Updated at: 29-04-2024

Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing

Project: STAR

Updated at: 29-04-2024

Knowledge graph-based rich and confidentiality preserving ExplainableArtificial Intelligence (XAI)

Project: STAR

Updated at: 29-04-2024

Digital Twins for Security and Safety-Initial version

Project: STAR

Updated at: 29-04-2024

Decentralized Reliability for Industrial Data and Distributed Analytics-Initial version

Project: STAR

Updated at: 29-04-2024

STAR Reference Architecture and Blueprints-Initial version

Project: STAR

Updated at: 29-04-2024

Active Learning for Automated Visual Inspection of Manufactured Products

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

Report on Integration and Collaboration with AI4EU-Final version

Project: STAR

Updated at: 29-04-2024

Resources

Selected filters:

Report on Co-Design Workshops and Focus Groups-Initial version

XAI enhancing cyber defence against adversarial attacks in industrial applications

Human in the AI loop via xAI and Active Learning for Visual Inspection

Identifying Novel Defects During AI-Driven Visual Quality Inspection

STARdom: an architecture for trusted and secure human-centered manufacturing systems

Report on Integration and Collaboration with AI4EU-Initial version

An Abstraction Layer Exploiting Voice Assistant Technologies for Effective Human—Robot Interaction

Review of Applicable Standards and Regulations

Library of XAI algorithms-Initial version

STAR Reference Architecture and Blueprints-Final version

STAR's Contributions to Clusters and Associations-Final version

Human in the AI Loop in Production Environments

Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks

Report on Pre-Normative and Standardization Activities

Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field

XAI for time-series classification leveraging image highlight methods

CaptAinGlove: Capacitive and inertial fusion-based glove for real-time on edge hand gesture recognition for drone contro...

Periodic Reporting for period 1 - STAR (Safe and Trusted Human Centric Artificial Intelligence in Future Manufacturing ...

An IIoT Platform For Human-Aware Factory Digital Twins

Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing

Knowledge graph-based rich and confidentiality preserving ExplainableArtificial Intelligence (XAI)

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