EFFRA Innovation Portal

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

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

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

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

Detailed Methodology for User Studies and Co-Design

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

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

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

Resources

Selected filters:

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

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

Towards Active Learning Based Smart Assistant for Manufacturing

Integrated Secure and Safe AI Solutions-Initial version

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

Detailed Methodology for User Studies and Co-Design

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

Security and Data Governance Infrastructure-Initial version

Reinforcement Learning Techniques for AMRs-Initial version

Dissemination and Communication Activities-Initial version

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...