EFFRA Innovation Portal

Explaining Bad Forecasts in Global Time Series Models

Project: STAR

Updated at: 29-04-2024

Integrated Secure and Safe AI Solutions-Initial version

Project: STAR

Updated at: 29-04-2024

Towards Active Learning Based Smart Assistant for Manufacturing

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

Reinforcement Learning Techniques for AMRs-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

Security and Data Governance Infrastructure-Initial version

Project: STAR

Updated at: 29-04-2024

Detailed Methodology for User Studies and Co-Design

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

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

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

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

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

Project: STAR

Updated at: 29-04-2024

Report on Pre-Normative and Standardization Activities

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

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

XAI for time-series classification leveraging image highlight methods

Project: STAR

Updated at: 29-04-2024

STAR's Contributions to Clusters and Associations-Final version

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

Resources

Selected filters:

Explaining Bad Forecasts in Global Time Series Models

Integrated Secure and Safe AI Solutions-Initial version

Towards Active Learning Based Smart Assistant for Manufacturing

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...

Reinforcement Learning Techniques for AMRs-Initial version

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

Security and Data Governance Infrastructure-Initial version

Detailed Methodology for User Studies and Co-Design

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

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

Identifying Novel Defects During AI-Driven Visual Quality Inspection

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

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

Report on Pre-Normative and Standardization Activities

Human in the AI Loop in Production Environments

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

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 ...

XAI for time-series classification leveraging image highlight methods

STAR's Contributions to Clusters and Associations-Final version

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