EFFRA Innovation Portal

Evidential Relational-Graph Convolutional Networks for Entity Classification in Knowledge Graphs

Updated at: 31-10-2023

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Title Evidential Relational-Graph Convolutional Networks for Entity Classification in Knowledge Graphs
Description the pre-formated search via the search engines listed on this page.Authors: Tobias Weller; Heiko PaulheimJournal title: Proceedings of the 30th ACM International Conference on Information and Knowledge

Pathways alignment with National / Regional Initiatives - First Iteration

Project: ConnectedFactories 2

Updated at: 31-10-2023

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Description Conceptual and knowledge models to interrelate the EU-level CF pathways with National and Regional DEI initiatives. First iteration

Pathways alignment with National / Regional Initiatives - Second Iteration

Project: ConnectedFactories 2

Updated at: 31-10-2023

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Description Conceptual and knowledge models to interrelate the EUlevel CF pathways with National and Regional DEI initiatives Second iteration

Knowledge delivery mechanisms towards a knowledge-intensive industrial workforce

Project: ConnectedFactories 2

Updated at: 31-10-2023

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Title Knowledge delivery mechanisms towards a knowledge-intensive industrial workforce
Description A report on the identification of appropriate novel knowledge delivery mechanisms in accordance with the new job requirements

Clustering Activity with Sister Projects_HPS CLUSTER

Project: MASTERLY

Updated at: 31-10-2023

Common workshop: Bio-Uptake, Redol and Bioeconomy within the framework of the Green Week

Project: BIO-UPTAKE

Updated at: 25-10-2023

Sidenor Use Case

Project: FLEX4RES

Updated at: 24-10-2023

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Description Currently, reconfiguration takes place manually and is based on expert knowledge and spreadsheet calculations.

Hans Berg Use Case

Project: FLEX4RES

Updated at: 24-10-2023

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Description Artificial intelligence will compare the information with a knowledge base that links faults to successful coordination measures.

ConnectedFactories Final Event (23 November 2022)

Project: ConnectedFactories 2

Updated at: 17-10-2023

Human-aware dynamic planning and scheduling for Human-Robot Collaborative Tasks

Project: SHAREWORK

Updated at: 13-10-2023

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Description The task planner must be constantly communicating with the knowledge base in order to be updated with the actual state of the system.

Knowledge base

Project: SHAREWORK

Updated at: 13-10-2023

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Acronym Knowledge-base
Title Knowledge base

Historical & Statistical data filtering and analysis software

Project: InterQ

Updated at: 10-10-2023

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Description KASEM® Data Quality is a new tool for KASEM® (Knowledge and Advanced Service for E-Maintenance) which is developed, maintained, and improved by PREDICT.

SEAT S.A – Automotive Industrial Scenario - Operator collaborative support on assembling/disassembling car body heavy ...

Project: SHAREWORK

Updated at: 03-10-2023

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Description The main challenges solved in Sharework scenario was to ensure a safe human-robot collaboration and integrate numerous sensors in the environment to provide the robot with the necessary knowledge to be

Demonstrator 1: 5F Heavy Duty Spindle Head Installed in SORALUCE FL6000 Milling Machine Machining Steel C45 Parts

Project: DYNXPERTS

Updated at: 08-08-2023

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Description Using this spindle head, a good knowledge of the dynamic behavior of the machine could be obtained, and different maintenance and dynamic problems could be detected and solved.

Adequate and fair explanations

Project: COALA

Updated at: 31-07-2023

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Description the pre-formated search via the search engines listed on this page.Authors: Nicholas Asher, Soumya Paul, Chris RussellJournal title: Machine Learning and Knowledge

Counterfactual Models for Fair and Adequate Explanations

Project: COALA

Updated at: 31-07-2023

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Description the pre-formated search via the search engines listed on this page.Authors: Nicholas Asher, Lucas De Lara, Soumya Paul, Chris RusselJournal title: Machine Learning and Knowledge

On Efficiently Explaining Graph-Based Classifiers

Project: COALA

Updated at: 31-07-2023

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Description pre-formated search via the search engines listed on this page.Authors: Xuanxiang Huang, Yacine Izza, Alexey Ignatiev, Joao Marques-SilvaJournal title: 18th International Conference on Principles of Knowledge

Human-machine interaction and feedback mechanisms (Design and specification)

Project: AI-PROFICIENT

Updated at: 31-07-2023

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Description Report on specificationdesign of reinforcement learning mechanisms based on the human knowledge and feedback

Periodic Reporting for period 1 - MAS4AI (Multi-Agent Systems for Pervasive Artificial Intelligence for assisting Humans...

Project: MAS4AI

Updated at: 31-07-2023

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Description The project has identified three main AI solutions that are relevant for addressing a wide spectrum of applications in manufacturing a) Problem solving using optimization (e.g. based on search), b) Knowledge-based

Agent knowledge access framework

Project: MAS4AI

Updated at: 31-07-2023

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Title Agent knowledge access framework
Description The prototype of a generic agent access system that provides access to the knowledge of the agent including semantic logic This prototype will be accompanied by a short report

Implementation of knowledge models

Project: MAS4AI

Updated at: 31-07-2023

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Title Implementation of knowledge models
Description A document that describes all formalized knowledge models for all use cases representing relevant domain knowledge on processes products human worker etc

Exploiting In-Hand Knowledge in Hybrid Joint-Cartesian Mapping for Anthropomorphic Robotic Hands

Project: REMODEL

Updated at: 31-07-2023

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Title Exploiting In-Hand Knowledge in Hybrid Joint-Cartesian Mapping for Anthropomorphic Robotic Hands

Design of Timeline-Based Planning Systems for Safe Human-Robot Collaboration

Project: SHAREWORK

Updated at: 31-07-2023

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Description the pre-formated search via the search engines listed on this page.Authors: Andrea Orlandini, Marta Cialdea Mayer, Alessandro Umbrico, Amedeo CestaJournal title: Knowledge

Skills development, knowledge transfer and communication plans_First Version

Project: RE4DY

Updated at: 31-07-2023

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Title Skills development, knowledge transfer and communication plans_First Version
Description Skills development knowledge transfer and communication plansFirst Version

Marketplace Design and Methodologies

Project: Change2Twin

Updated at: 31-07-2023

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Description A model-based approach to (a) design the marketplace and to (b) represent knowledge that is necessary for offerings, operating and improving the marketplace.

DELIVERABLE D2.2 - Knowledge model for human resource optimization

Project: SatisFactory

Updated at: 19-07-2023

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Acronym OWL
Title DELIVERABLE D2.2 - Knowledge model for human resource optimization
Description This deliverable describes the first version of the SatisFactory knowledge model for human resource optimization. There will be a final version of the knowledge model at M18.

Scale-up: AI Foreman

Project: RebootIoTFactory

Updated at: 18-07-2023

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Description This system, also called the AI foreman, has real-time knowledge of the factory’s state. It can also perform forecasts and notify of potential future incidents.

Periodic Reporting for period 3 - SHAREWORK (Safe and effective HumAn-Robot coopEration toWards a better cOmpetiveness o...

Project: SHAREWORK

Updated at: 07-07-2023

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Description It will provide a system capable of understanding the environment and human actions through knowledge and...

AI-enhanced control strategy for production environment

Project: AI REGIO

Updated at: 04-07-2023

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Description Improving AI knowledge by mean of other data coming from new sensors will allow for the detection of fail points in the actual controlling strategy and the definition of a wider and far-in-the-future

AI-enabled Operators Assistance through AR

Project: AI REGIO

Updated at: 04-07-2023

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Description such systems adaptive and self-learning, which can be done using AI: dynamic customization of operator guidance based on skill level, performance, errors, instantaneous operator capacity and operator knowledge

Results, demos etc. overview

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Evidential Relational-Graph Convolutional Networks for Entity Classification in Knowledge Graphs

Pathways alignment with National / Regional Initiatives - First Iteration

Pathways alignment with National / Regional Initiatives - Second Iteration

Knowledge delivery mechanisms towards a knowledge-intensive industrial workforce

Clustering Activity with Sister Projects_HPS CLUSTER

Common workshop: Bio-Uptake, Redol and Bioeconomy within the framework of the Green Week

Sidenor Use Case

Hans Berg Use Case

ConnectedFactories Final Event (23 November 2022)

Human-aware dynamic planning and scheduling for Human-Robot Collaborative Tasks

Knowledge base

Historical & Statistical data filtering and analysis software

SEAT S.A – Automotive Industrial Scenario - Operator collaborative support on assembling/disassembling car body heavy ...

Demonstrator 1: 5F Heavy Duty Spindle Head Installed in SORALUCE FL6000 Milling Machine Machining Steel C45 Parts

Adequate and fair explanations

Counterfactual Models for Fair and Adequate Explanations

On Efficiently Explaining Graph-Based Classifiers

Human-machine interaction and feedback mechanisms (Design and specification)

Periodic Reporting for period 1 - MAS4AI (Multi-Agent Systems for Pervasive Artificial Intelligence for assisting Humans...

Agent knowledge access framework

Implementation of knowledge models

Exploiting In-Hand Knowledge in Hybrid Joint-Cartesian Mapping for Anthropomorphic Robotic Hands

Design of Timeline-Based Planning Systems for Safe Human-Robot Collaboration

Skills development, knowledge transfer and communication plans_First Version

Marketplace Design and Methodologies

DELIVERABLE D2.2 - Knowledge model for human resource optimization

Scale-up: AI Foreman

Periodic Reporting for period 3 - SHAREWORK (Safe and effective HumAn-Robot coopEration toWards a better cOmpetiveness o...

AI-enhanced control strategy for production environment

AI-enabled Operators Assistance through AR