EFFRA Innovation Portal

An Automated Machine Learning Framework for Predictive Analytics in Quality Control

Project: COALA

Updated at: 31-03-2024

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ALTERNATIVE EXPERIMENTAL METHODS FOR MACHINE TOOL DYNAMICS IDENTIFICATION: A REVIEW

Project: InterQ

Updated at: 31-03-2024

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Improvement of boring operations by means of mode coupling effect

Project: InterQ

Updated at: 31-03-2024

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Supporting Data Analytics in Manufacturing with a Digital Assistant

Project: COALA

Updated at: 31-03-2024

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

Project: InterQ

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

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Harnessing Large Language Models for Cognitive Assistants in Factories

Project: COALA

Updated at: 31-03-2024

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Change management process for human-AI collaboration - final

Project: COALA

Updated at: 31-03-2024

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A Conversational User Interface for Instructional Maintenance Reports

Project: COALA

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

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Tractable Explaining of Multivariate Decision Trees

Project: COALA

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

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AI-focused didactic concept for factory workers - final

Project: COALA

Updated at: 31-03-2024

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Evaluation of AI-Based Digital Assistants in Smart Manufacturing

Project: COALA

Updated at: 31-03-2024

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The Human Factors of AI-Empowered Knowledge Sharing

Project: COALA

Updated at: 31-03-2024

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Disproving XAI Myths with Formal Methods -- Initial Results

Project: COALA

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

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When learning becomes impossible

Project: COALA

Updated at: 31-03-2024

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Efficient Reasoning about Infeasible One Machine Sequencing

Project: COALA

Updated at: 31-03-2024

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

Project: COALA

Updated at: 31-03-2024

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Feature Necessity & Relevancy in ML Classifier Explanations

Project: COALA

Updated at: 31-03-2024

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Solving Explainability Queries with Quantification: The Case of Feature Relevancy

Project: COALA

Updated at: 31-03-2024

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Eliminating The Impossible, Whatever Remains Must Be True

Project: COALA

Updated at: 31-03-2024

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

Project: XMANAI

Updated at: 31-03-2024

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XMANAI Asset Management Bundles - Second Release

Project: XMANAI

Updated at: 31-03-2024

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An Automated Machine Learning Framework for Predictive Analytics in Quality Control

ALTERNATIVE EXPERIMENTAL METHODS FOR MACHINE TOOL DYNAMICS IDENTIFICATION: A REVIEW

Improvement of boring operations by means of mode coupling effect

Supporting Data Analytics in Manufacturing with a Digital Assistant

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

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

A Conversational User Interface for Instructional Maintenance Reports

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

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

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

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

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

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

AI-focused didactic concept for factory workers - final

Evaluation of AI-Based Digital Assistants in Smart Manufacturing

The Human Factors of AI-Empowered Knowledge Sharing

Disproving XAI Myths with Formal Methods -- Initial Results

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

When learning becomes impossible

Efficient Reasoning about Infeasible One Machine Sequencing

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

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)

XMANAI Asset Management Bundles - Second Release