EFFRA Innovation Portal

Integrated Secure and Safe AI Solutions-Initial version

Project: STAR

Updated at: 29-04-2024

Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection

Project: STAR

Updated at: 29-04-2024

Explainable Artificial Intelligence Meets Active Learning: A Novel GradCAM-based Active Learning Strategy

Project: STAR

Updated at: 29-04-2024

Trusted Artificial Intelligence in Manufacturing: A Review of the Emerging Wave of Ethical and Human Centric AI Technolo...

Project: STAR

Updated at: 29-04-2024

Dissemination and Communication Activities-Initial version

Project: STAR

Updated at: 29-04-2024

Security and Data Governance Infrastructure-Initial version

Project: STAR

Updated at: 29-04-2024

Reinforcement Learning Techniques for AMRs-Initial version

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

Cyber-Defence Mechanisms against Poisoning and Evasion Attacks-Initial version

Project: STAR

Updated at: 29-04-2024

Detailed Methodology for User Studies and Co-Design

Project: STAR

Updated at: 29-04-2024

Identifying Novel Defects During AI-Driven Visual Quality Inspection

Project: STAR

Updated at: 29-04-2024

Report on Integration and Collaboration with AI4EU-Initial version

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

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

Project: STAR

Updated at: 29-04-2024

XAI enhancing cyber defence against adversarial attacks in industrial applications

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

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

Review of Applicable Standards and Regulations

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

Human in the AI Loop in Production Environments

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

STAR's Contributions to Clusters and Associations-Final version

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

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

Project: STAR

Updated at: 29-04-2024

XAI for time-series classification leveraging image highlight methods

Project: STAR

Updated at: 29-04-2024

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

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

An IIoT Platform For Human-Aware Factory Digital Twins

Project: STAR

Updated at: 29-04-2024

Resources

Selected filters:

Integrated Secure and Safe AI Solutions-Initial version

Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection

Explainable Artificial Intelligence Meets Active Learning: A Novel GradCAM-based Active Learning Strategy

Trusted Artificial Intelligence in Manufacturing: A Review of the Emerging Wave of Ethical and Human Centric AI Technolo...

Dissemination and Communication Activities-Initial version

Security and Data Governance Infrastructure-Initial version

Reinforcement Learning Techniques for AMRs-Initial version

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

Cyber-Defence Mechanisms against Poisoning and Evasion Attacks-Initial version

Detailed Methodology for User Studies and Co-Design

Identifying Novel Defects During AI-Driven Visual Quality Inspection

Report on Integration and Collaboration with AI4EU-Initial version

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

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

XAI enhancing cyber defence against adversarial attacks in industrial applications

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

Library of XAI algorithms-Initial version

STAR Reference Architecture and Blueprints-Final version

Review of Applicable Standards and Regulations

Report on Pre-Normative and Standardization Activities

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

Human in the AI Loop in Production Environments

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

STAR's Contributions to Clusters and Associations-Final version

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

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

XAI for time-series classification leveraging image highlight methods

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

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

An IIoT Platform For Human-Aware Factory Digital Twins