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FoF and Made in Europe Partnership
Demonstrators, pilots, prototypes
Exploitable result(s)
Significant innovations and lessons learned, training aspects
Report - Video - Presentation - Publication....?
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Manufacturing future products
Manufacturing performance characteristics
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Projects
COALA
Report - Video - Presentation - Publication....?
COALA
mapped on
Report - Video - Presentation - Publication....?
Mapped projects (229)
Mapped results (7390)
Video
Results:
COALA Voice - enabled Digital Intelligent Assistant for Manufacturing - Early Prototype Demo
AI4Manufacturing (ICT-38-2020) Project Cluster - 18 February 2022 - ConnectedFactories event
Presentation
Results:
AI4Manufacturing (ICT-38-2020) Project Cluster - 18 February 2022 - ConnectedFactories event
Report
Results:
Joint COALA requirements
Digital intelligent assistant core for manufacturing demonstrator - version 1
AI-support for predictive quality in manufacturing study
Website, social media presence, and basic media material
Cognitive advisor service - version 2
AI-focused didactic concept for factory workers - interim
WHY engine prototype
Report on the application of ethical principles for AI in manufacturing - interim
Intent and context recognition assessment report
Digital intelligent assistant core for manufacturing demonstrator - version 2
Prescriptive quality analytics service - version 2
WHY engine theory
Publication
Results:
Real-Time Equipment Health State Prediction with LSTM Networks and Bayesian Inference
Human-Augmented Prescriptive Analytics With Interactive Multi-Objective Reinforcement Learning
Anatomy of a Digital Assistant
Human-AI Collaboration in Quality Control with Augmented Manufacturing Analytics
Concept of a Voice-Enabled Digital Assistant for Predictive Maintenance in Manufacturing
On Efficiently Explaining Graph-Based Classifiers
On the tractability of explaining decisions of classifiers
Explanations for Monotonic Classifiers
On Explaining Random Forests with SAT
Reasoning-Based Learning of Interpretable ML Models
Using MaxSAT for Efficient Explanations of Tree Ensembles
Adequate and fair explanations
Constraint-Driven Explanations of Black-Box ML Models
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set
Delivering Trustworthy AI through Formal XAI
A Scalable Two Stage Approach to Computing Optimal Decision Sets
Optimizing Binary Decision Diagrams for Interpretable Machine Learning Classification
Bias in semantic and discourse interpretation
Projection to Fairness in Statistical Learning
Towards Using Digital Intelligent Assistants to Put Humans in the Loop of Predictive Maintenance Systems
AT-Based Rigorous Explanations for Decision Lists
Counterfactual Models for Fair and Adequate Explanations
Data-Driven Collaborative Human-AI Decision Making
Hybrid-augmented intelligence in predictive maintenance with digital intelligent assistants
Open Research Data Pilot
Other medium
Results:
Website, social media presence, and basic media material
Cognitive advisor service - version 2
Prescriptive quality analytics service - version 2