EFFRA Innovation Portal

Integrated Co-production Cell (Preliminary)

Project: CoLLaboratE

Updated at: 29-04-2024

CoLLaboratE challenging scenarios deployment and execution (Preliminary)

Project: CoLLaboratE

Updated at: 29-04-2024

Design of the Human-Robot Interaction Interface (Preliminary)

Project: CoLLaboratE

Updated at: 29-04-2024

Human-centric artificial intelligence architecture for industry 5.0 applications

Project: STAR

Updated at: 29-04-2024

Towards Robustifying Image Classifiers against the Perils of Adversarial Attacks on Artificial Intelligence Systems

Project: STAR

Updated at: 29-04-2024

Development and application of a human-centric co-creation design method for AI-enabled systems in manufacturing

Project: STAR

Updated at: 29-04-2024

Digital Models for Human Centric AI-based Production Processes-Initial version

Project: STAR

Updated at: 29-04-2024

Active Learning Systems and Techniques-Initial version

Project: STAR

Updated at: 29-04-2024

Towards a Comprehensive Visual Quality Inspection for Industry 4.0

Project: STAR

Updated at: 29-04-2024

Data-Driven Wheel Slip Diagnostics for Improved Railway Operations

Project: STAR

Updated at: 29-04-2024

Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection

Project: STAR

Updated at: 29-04-2024

Explaining Bad Forecasts in Global Time Series Models

Project: STAR

Updated at: 29-04-2024

Towards Active Learning Based Smart Assistant for Manufacturing

Project: STAR

Updated at: 29-04-2024

Integrated Secure and Safe AI Solutions-Initial version

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

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

Project: STAR

Updated at: 29-04-2024

Security and Data Governance Infrastructure-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

Reinforcement Learning Techniques for AMRs-Initial version

Project: STAR

Updated at: 29-04-2024

Dissemination and Communication Activities-Initial version

Project: STAR

Updated at: 29-04-2024

Detailed Methodology for User Studies and Co-Design

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

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

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

Project: STAR

Updated at: 29-04-2024

STAR Reference Architecture and Blueprints-Final version

Project: STAR

Updated at: 29-04-2024

Library of XAI algorithms-Initial version

Project: STAR

Updated at: 29-04-2024

Resources

Selected filters:

Integrated Co-production Cell (Preliminary)

CoLLaboratE challenging scenarios deployment and execution (Preliminary)

Design of the Human-Robot Interaction Interface (Preliminary)

Human-centric artificial intelligence architecture for industry 5.0 applications

Towards Robustifying Image Classifiers against the Perils of Adversarial Attacks on Artificial Intelligence Systems

Development and application of a human-centric co-creation design method for AI-enabled systems in manufacturing

Digital Models for Human Centric AI-based Production Processes-Initial version

Active Learning Systems and Techniques-Initial version

Towards a Comprehensive Visual Quality Inspection for Industry 4.0

Data-Driven Wheel Slip Diagnostics for Improved Railway Operations

Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection

Explaining Bad Forecasts in Global Time Series Models

Towards Active Learning Based Smart Assistant for Manufacturing

Integrated Secure and Safe AI Solutions-Initial version

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...

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

Security and Data Governance Infrastructure-Initial version

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

Reinforcement Learning Techniques for AMRs-Initial version

Dissemination and Communication Activities-Initial version

Detailed Methodology for User Studies and Co-Design

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

Report on Integration and Collaboration with AI4EU-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

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

STAR Reference Architecture and Blueprints-Final version

Library of XAI algorithms-Initial version