EFFRA Innovation Portal

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

Project: STAR

Updated at: 29-04-2024

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Towards Active Learning Based Smart Assistant for Manufacturing

Project: STAR

Updated at: 29-04-2024

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Integrated Secure and Safe AI Solutions-Initial version

Project: STAR

Updated at: 29-04-2024

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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

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Detailed Methodology for User Studies and Co-Design

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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Security and Data Governance Infrastructure-Initial version

Project: STAR

Updated at: 29-04-2024

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Reinforcement Learning Techniques for AMRs-Initial version

Project: STAR

Updated at: 29-04-2024

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Dissemination and Communication Activities-Initial version

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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XAI enhancing cyber defence against adversarial attacks in industrial applications

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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Identifying Novel Defects During AI-Driven Visual Quality Inspection

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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Report on Integration and Collaboration with AI4EU-Initial version

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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Review of Applicable Standards and Regulations

Project: STAR

Updated at: 29-04-2024

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Library of XAI algorithms-Initial version

Project: STAR

Updated at: 29-04-2024

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STAR Reference Architecture and Blueprints-Final version

Project: STAR

Updated at: 29-04-2024

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STAR's Contributions to Clusters and Associations-Final version

Project: STAR

Updated at: 29-04-2024

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Human in the AI Loop in Production Environments

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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Report on Pre-Normative and Standardization Activities

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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XAI for time-series classification leveraging image highlight methods

Project: STAR

Updated at: 29-04-2024

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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

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

Project: STAR

Updated at: 29-04-2024

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An IIoT Platform For Human-Aware Factory Digital Twins

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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

Project: STAR

Updated at: 29-04-2024

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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...

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)