EFFRA Innovation Portal

Uncertainty-aware Virtual Sensors for Cyber-Physical Systems

Project: InterQ

Updated at: 31-03-2024

Supporting Data Analytics in Manufacturing with a Digital Assistant

Project: COALA

Updated at: 31-03-2024

UDAVA: an unsupervised learning pipeline for sensor data validation in manufacturing

Project: InterQ

Updated at: 31-03-2024

ALTERNATIVE EXPERIMENTAL METHODS FOR MACHINE TOOL DYNAMICS IDENTIFICATION: A REVIEW

Project: InterQ

Updated at: 31-03-2024

An Automated Machine Learning Framework for Predictive Analytics in Quality Control

Project: COALA

Updated at: 31-03-2024

Improvement of boring operations by means of mode coupling effect

Project: InterQ

Updated at: 31-03-2024

Break, Repair, Learn, Break Less: Investigating User Preferences for Assignment of Divergent Phrasing Learning Burden in...

Project: COALA

Updated at: 31-03-2024

Harnessing Large Language Models for Cognitive Assistants in Factories

Project: COALA

Updated at: 31-03-2024

Change management process for human-AI collaboration - final

Project: COALA

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

A Conversational User Interface for Instructional Maintenance Reports

Project: COALA

Updated at: 31-03-2024

Report on the application of ethical principles for AI in manufacturing - final

Project: COALA

Updated at: 31-03-2024

Data analytics in quality 4.0: literature review and future research directions

Project: COALA

Updated at: 31-03-2024

Fostering Human-AI Collaboration with Digital Intelligent Assistance in Manufacturing SMEs

Project: COALA

Updated at: 31-03-2024

Tractable Explaining of Multivariate Decision Trees

Project: COALA

Updated at: 31-03-2024

Certified Logic-Based Explainable AI–The Case of Monotonic Classifiers

Project: COALA

Updated at: 31-03-2024

A Cognitive Assistant for Operators: AI-Powered Knowledge Sharing on Complex Systems

Project: COALA

Updated at: 31-03-2024

Lessons Learned from Designing and Evaluating CLAICA: A Continuously Learning AI Cognitive Assistant

Project: COALA

Updated at: 31-03-2024

Periodic Reporting for period 1 - COALA (COgnitive Assisted agile manufacturing for a LAbor force supported by trustwort...

Project: COALA

Updated at: 31-03-2024

AI-focused didactic concept for factory workers - final

Project: COALA

Updated at: 31-03-2024

Evaluation of AI-Based Digital Assistants in Smart Manufacturing

Project: COALA

Updated at: 31-03-2024

Disproving XAI Myths with Formal Methods -- Initial Results

Project: COALA

Updated at: 31-03-2024

When learning becomes impossible

Project: COALA

Updated at: 31-03-2024

Tacit Knowledge Elicitation for Shop-floor Workers with an Intelligent Assistant

Project: COALA

Updated at: 31-03-2024

Efficient Reasoning about Infeasible One Machine Sequencing

Project: COALA

Updated at: 31-03-2024

The Human Factors of AI-Empowered Knowledge Sharing

Project: COALA

Updated at: 31-03-2024

Feature Necessity & Relevancy in ML Classifier Explanations

Project: COALA

Updated at: 31-03-2024

Solving Explainability Queries with Quantification: The Case of Feature Relevancy

Project: COALA

Updated at: 31-03-2024

Eliminating The Impossible, Whatever Remains Must Be True

Project: COALA

Updated at: 31-03-2024

Periodic Reporting for period 2 - XMANAI (Explainable Manufacturing Artificial Intelligence)

Project: XMANAI

Updated at: 31-03-2024

Resources

Selected filters:

Uncertainty-aware Virtual Sensors for Cyber-Physical Systems

Supporting Data Analytics in Manufacturing with a Digital Assistant

UDAVA: an unsupervised learning pipeline for sensor data validation in manufacturing

ALTERNATIVE EXPERIMENTAL METHODS FOR MACHINE TOOL DYNAMICS IDENTIFICATION: A REVIEW

An Automated Machine Learning Framework for Predictive Analytics in Quality Control

Improvement of boring operations by means of mode coupling effect

Break, Repair, Learn, Break Less: Investigating User Preferences for Assignment of Divergent Phrasing Learning Burden in...

Harnessing Large Language Models for Cognitive Assistants in Factories

Change management process for human-AI collaboration - final

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

A Conversational User Interface for Instructional Maintenance Reports

Report on the application of ethical principles for AI in manufacturing - final

Data analytics in quality 4.0: literature review and future research directions

Fostering Human-AI Collaboration with Digital Intelligent Assistance in Manufacturing SMEs

Tractable Explaining of Multivariate Decision Trees

Certified Logic-Based Explainable AI–The Case of Monotonic Classifiers

A Cognitive Assistant for Operators: AI-Powered Knowledge Sharing on Complex Systems

Lessons Learned from Designing and Evaluating CLAICA: A Continuously Learning AI Cognitive Assistant

Periodic Reporting for period 1 - COALA (COgnitive Assisted agile manufacturing for a LAbor force supported by trustwort...

AI-focused didactic concept for factory workers - final

Evaluation of AI-Based Digital Assistants in Smart Manufacturing

Disproving XAI Myths with Formal Methods -- Initial Results

When learning becomes impossible

Tacit Knowledge Elicitation for Shop-floor Workers with an Intelligent Assistant

Efficient Reasoning about Infeasible One Machine Sequencing

The Human Factors of AI-Empowered Knowledge Sharing

Feature Necessity & Relevancy in ML Classifier Explanations

Solving Explainability Queries with Quantification: The Case of Feature Relevancy

Eliminating The Impossible, Whatever Remains Must Be True

Periodic Reporting for period 2 - XMANAI (Explainable Manufacturing Artificial Intelligence)