EFFRA Innovation Portal

Digital Quality Analytics Solution for extrusion processes using machine learning and human-oriented dashboards

Updated at: 21-05-2024

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Description The solutions build upon AI/ML methods to analyse deviations, to build models of normal process-product conditions, and to find changes in such relationships.

Automated Robot Skill Learning from Demonstration for Various Robot Systems

Project: COROMA

Updated at: 29-04-2024

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Description Intelligence - 42nd German Conference on AI, Kassel, Germany, September 23Â–26, 2019, ProceedingsJournal number: 11793Journal publisher: Springer International PublishingPublished year: 2019Published

Artificial intelligence methods for prescriptive analytics

Project: Productive4.0

Updated at: 29-04-2024

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Title Artificial intelligence methods for prescriptive analytics

An algorithm to identifying the root cause of a fault

Project: IMPROVE

Updated at: 29-04-2024

Interpretable Neuronal Circuit Policies for Reinforcement Learning Environments

Project: iDev40

Updated at: 29-04-2024

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Description Hasani, Radu GrosuJournal title: IJCAI/ECAI Workshop on Explainable Artificial Intelligence (XAI)Journal publisher: XAIPublished year: 2018

A Machine Learning Suite for Machine Components’ Health-Monitoring

Project: iDev40

Updated at: 29-04-2024

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Description Conference on Artificial IntelligenceJournal number: 33Journal publisher: Association for the Advancement of Artificial IntelligencePublished year: 2019Published pages: 9472-9477DOI identifier: 10.1609

On The Verification of Neural ODEs with Stochastic Guarantees

Project: iDev40

Updated at: 29-04-2024

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Description .; Grosu, RaduJournal title: Thirty-Fifth AAAI Conference on Artificial IntelligenceJournal number: 4Journal publisher: AAAIPublished year: 2021

Liquid Time-constant Networks

Project: iDev40

Updated at: 29-04-2024

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Description Conference on Artificial IntelligenceJournal publisher: AAAIPublished year: 2021

AI = f(?) Artificial Intelligence as mathematical model.

Project: ROSSINI

Updated at: 29-04-2024

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Title AI = f(?) Artificial Intelligence as mathematical model.

Towards sample-efficient episodic control with DAC-ML

Project: HR-Recycler

Updated at: 29-04-2024

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Description F.Journal title: Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence (BICA*AI 2020)Journal publisher: N/APublished year: 2020DOI identifier: 10.1007/978

Feature-Based Modelling and Information Systems for Engineering

Project: FourByThree

Updated at: 29-04-2024

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Description Sanfilippo, Stefano BorgoJournal title: AI*IA 2015 Advances in Artificial IntelligenceJournal publisher: Springer International PublishingPublished year: 2015Published pages: 151-163DOI identifier: 10.1007

PLATINUM: A new Framework for Planning and Acting

Project: FourByThree

Updated at: 29-04-2024

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Description Intelligence, AI*IA 2017Journal number: 1/12Journal publisher: Springer International PublishingPublished year: 2017Published pages: 498-512DOI identifier: 10.1007/978-3-319-70169-1_37ISBN:978-3-319-70168

Exploration of Convolutional Neural Network models for source code classification

Project: Arrowhead Tools

Updated at: 29-04-2024

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Description IntelligenceJournal number: 97Journal publisher: Pergamon Press Ltd.Published year: 2021Published pages: 8DOI identifier: 10.1016/j.engappai.2020.104075ISSN:0952-1976

Periodic Reporting for period 1 - EU-Japan.AI (Advancing Collaboration and Exchange of Knowledge Between the EU and Japa...

Project: EU-Japan.AI

Updated at: 29-04-2024

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Acronym EU-Japan.AI-1083931
Title Periodic Reporting for period 1 - EU-Japan.AI (Advancing Collaboration and Exchange of Knowledge Between the EU and Japan for AI-Driven Innovation in Manufacturing)
Description Artificial Intelligence technology is already having a great impact in many areas, especially including the manufacturing sector.
Comments EU-Japan.AI
Project acronym EU-Japan.AI

Explaining Bad Forecasts in Global Time Series Models

Project: STAR

Updated at: 29-04-2024

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Description Rožanec; Elena Trajkova; Klemen Kenda; Blaž Fortuna; Dunja MladenicJournal title: Applied Sciences - Special Issue Explainable Artificial Intelligence (XAI))Journal number: 7Journal publisher: Applied

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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Title Trusted Artificial Intelligence in Manufacturing: A Review of the Emerging Wave of Ethical and Human Centric AI Technologies for Smart Production

Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Project: STAR

Updated at: 29-04-2024

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Title Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI
Description If there is no link to the publication on this page, you can try the pre-formated search via the search engines listed on this page.Authors: Editors: John SoldatosJournal title: Artificial

Predictive Maintenance for Injection Molding Machines Enabled by Cognitive Analytics for Industry 4.0

Project: BOOST 4.0

Updated at: 29-04-2024

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Description IntelligenceJournal number: 3Journal publisher: FrontiersPublished year: 2020DOI identifier: 10.3389/frai.2020.578152ISSN: 2624-8212

Solving Explainability Queries with Quantification: The Case of Feature Relevancy

Project: COALA

Updated at: 31-03-2024

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Description ., & Marques-Silva, J.Journal title: AAAI Conference on Artificial IntelligenceJournal number: 37(4)Journal publisher: AAAI PressPublished year: 2023Published pages: 3996-4006DOI identifier: 10.1609/aaai.v37i4.25514

Eliminating The Impossible, Whatever Remains Must Be True

Project: COALA

Updated at: 31-03-2024

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Description Stuckey, Nina Narodytska, Joao Marques-SilvaJournal title: Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23)Journal publisher: Association for the Advancement of Artificial IntelligencePublished

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

Project: XMANAI

Updated at: 31-03-2024

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Acronym XMANAI-838346
Title Periodic Reporting for period 2 - XMANAI (Explainable Manufacturing Artificial Intelligence)
Description Artificial Intelligence (AI) is paving its way into mainstream applications within several industries, including manufacturing, thanks to increased data volumes, advanced algorithms, and improvements in
Comments XMANAI
Project acronym XMANAI

AI4Manufacturing Toolkit: la colección de tecnologías, herramientas y plataformas de inteligencia artificial del proye...

Project: AI REGIO

Updated at: 31-03-2024

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Acronym AI REGIO-983292
Title project’s collection of Artificial Intelligence]
Comments AI REGIO
Project acronym AI REGIO

Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Project: KITT4SME

Updated at: 31-03-2024

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Title Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI
Description BettoniJournal title: Architecture of a Software Platform for Affordable Artificial Intelligence in ManufacturingJournal publisher: SpringerPublished year: 2023Published pages: Page 87ISBN: 978-3-031-46451

Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Project: KITT4SME

Updated at: 31-03-2024

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Title Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI
Description MinisciJournal title: Multisided Business Model for Platform 1 Offering AI ServicesJournal publisher: SpringerPublished year: 2023Published pages: Page 105ISBN: 978-3-031-46451-5

Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Project: KITT4SME

Updated at: 31-03-2024

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Title Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI
Description AlemanyJournal title: Self-Reconfiguration for Smart Manufacturing Based on Artificial Intelligence: A Review and Case StudyJournal publisher: SpringerPublished year: 2023Published pages: Page 121ISBN:

Cloud-based data management system - Public Version

Project: iWAYS

Updated at: 26-03-2024

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Description Cloud-based data management system; data analytics/artificial intelligence for smart water management decisions (output of Task 3.3)-Definition and construction of the hardware and software infrastructure

Digital Twin Applications in Manufacturing

Project: Machining 4.0

Updated at: 04-03-2024

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Description Technologies such as Internet of Things (IoT), Artificial Intelligence (AI), Cyber-Physical Systems (CPS) and Big Data are driving the manufacturing industry towards smart manufacturing through the easy

Machine Vision: Computer Vision Machining

Project: Machining 4.0

Updated at: 01-03-2024

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Description Artificial Intelligence (AI) is the science and engineering of making intelligent machines or systems that can learn, at least somewhat as human beings do.

Customizable CIGS flexible solar foil (Roll-to- Roll), PV manufacturing line

Project: Platform-ZERO

Updated at: 09-02-2024

Smart coatings for PV applications, PV manufacturing line

Project: Platform-ZERO

Updated at: 09-02-2024

Results, demos etc. overview

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Digital Quality Analytics Solution for extrusion processes using machine learning and human-oriented dashboards

Automated Robot Skill Learning from Demonstration for Various Robot Systems

Artificial intelligence methods for prescriptive analytics

An algorithm to identifying the root cause of a fault

Interpretable Neuronal Circuit Policies for Reinforcement Learning Environments

A Machine Learning Suite for Machine Components’ Health-Monitoring

On The Verification of Neural ODEs with Stochastic Guarantees

Liquid Time-constant Networks

AI = f(?) Artificial Intelligence as mathematical model.

Towards sample-efficient episodic control with DAC-ML

Feature-Based Modelling and Information Systems for Engineering

PLATINUM: A new Framework for Planning and Acting

Exploration of Convolutional Neural Network models for source code classification

Periodic Reporting for period 1 - EU-Japan.AI (Advancing Collaboration and Exchange of Knowledge Between the EU and Japa...

Explaining Bad Forecasts in Global Time Series Models

Trusted Artificial Intelligence in Manufacturing: A Review of the Emerging Wave of Ethical and Human Centric AI Technolo...

Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Predictive Maintenance for Injection Molding Machines Enabled by Cognitive Analytics for Industry 4.0

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)

AI4Manufacturing Toolkit: la colección de tecnologías, herramientas y plataformas de inteligencia artificial del proye...

Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Cloud-based data management system - Public Version

Digital Twin Applications in Manufacturing

Machine Vision: Computer Vision Machining

Customizable CIGS flexible solar foil (Roll-to- Roll), PV manufacturing line

Smart coatings for PV applications, PV manufacturing line