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Deep industrial transfer learning at runtime for image recognition

Automatisierungstechnik : AT, 2021-03, Vol.69 (3), p.211-220

2021

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A survey on machine learning based analysis of heterogeneous data in industrial automation

Computers in industry, 2023-08, Vol.149, p.103930, Article 103930

2023

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Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems

International journal of computer integrated manufacturing, 2023-12, Vol.36 (12), p.1842-1863

2023

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A Novel Architecture for Robust and Adaptive Machine Learning Using Heterogeneous Data in Condition Monitoring of Automation Systems

2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA), 2023, p.1-8

2023

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An Architecture for Adaptive Machine Learning Models using Adversarial and Transfer Learning

Procedia CIRP, 2023, Vol.120, p.1451-1456

2023

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Knowledge Discovery in Heterogeneous and Unstructured Data of Industry 4.0 Systems: Challenges and Approaches

Procedia CIRP, 2021, Vol.104, p.975-980

2021

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A Concept for Dynamic and Robust Machine Learning with Context Modeling for Heterogeneous Manufacturing Data

Procedia CIRP, 2023, Vol.118, p.354-359

2023

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InteLiv: An Architecture for Graph-Based Dynamic Context Modeling for Smart Living

2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA), 2023, p.1-8

2023

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Distributed Cooperative Deep Transfer Learning for Industrial Image Recognition

Procedia CIRP, 2020, Vol.93, p.437-442

2020

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Time-Domain Reflectometry for Automated Failure Analysis in Power Transistors

Procedia CIRP, 2023, Vol.118, p.1114-1119

2023

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Simulation-to-Reality based Transfer Learning for the Failure Analysis of SiC Power Transistors

2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 2022, p.1-8

2022

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Context-enriched modeling using Knowledge Graphs for intelligent Digital Twins of Production Systems

2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 2022, p.1-8

2022

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Knowledge Graphs as Enhancers of Intelligent Digital Twins

2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), 2021, p.19-24

2021

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Hybrid Model of Power MOSFET for Soft Failures Estimation Based on Time Domain Reflectometry and Machine Learning

2023 11th International Conference on Power Electronics and ECCE Asia (ICPE 2023 - ECCE Asia), 2023, p.1849-1854

2023

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Characterization of Online Junction Temperature of the SiC power MOSFET by Combination of Four TSEPs using Neural Network

2022 24th European Conference on Power Electronics and Applications (EPE'22 ECCE Europe), 2022, p.1-8

2022

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A Hybrid Modelling Approach for Parameter Estimation of Analytical Reflection Models in the Failure Analysis Process of Semiconductors

2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), 2021, p.417-422

2021

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Hybrid Modelling for the Failure Analysis of SiC Power Transistors on Time-Domain Reflectometry Data

2021 IEEE International Symposium on the Physical and Failure Analysis of Integrated Circuits (IPFA), 2021, p.1-6

2021

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Cross-Layer Behavioral Modeling and Simulation of E/E-Architectures using PREEvision and Ptolemy II

SNE Simulation Notes Europe, 2019-06, Vol.29 (2), p.73-78

2019

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Non-Destructive Failure Analysis of Power Devices via Time- Domain Reflectometry

2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), 2021, p.423-428

2021

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Commitment timing in coalitional bargaining

Experimental economics : a journal of the Economic Science Association, 2024-03, Vol.27 (1), p.130-154

2024

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Review article: defining remission in ulcerative colitis

Alimentary pharmacology & therapeutics, 2011-07, Vol.34 (2), p.113-124

2011

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Relative Kinetics of Solid-State Reactions: The Role of Architecture in Controlling Reactivity

Journal of the American Chemical Society, 2022-07, Vol.144 (27), p.11975-11979

2022

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Terminal Pleistocene Alaskan genome reveals first founding population of Native Americans

Nature (London), 2018-01, Vol.553 (7687), p.203-207

2018

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American Gastroenterological Association Consensus Development Conference on the Use of Biologics in the Treatment of Inflammatory Bowel Disease, June 21–23, 2006

Gastroenterology, 2007-07, Vol.133 (1), p.312-339

2007

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Variables related to working capability among Swiss patients with multiple sclerosis--a cohort study

PloS one, 2015-04, Vol.10 (4), p.e0121856-e0121856

2015

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Deep industrial transfer learning at runtime for image recognition

A survey on machine learning based analysis of heterogeneous data in industrial automation

Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems

A Novel Architecture for Robust and Adaptive Machine Learning Using Heterogeneous Data in Condition Monitoring of Automation Systems

An Architecture for Adaptive Machine Learning Models using Adversarial and Transfer Learning

Knowledge Discovery in Heterogeneous and Unstructured Data of Industry 4.0 Systems: Challenges and Approaches

A Concept for Dynamic and Robust Machine Learning with Context Modeling for Heterogeneous Manufacturing Data

InteLiv: An Architecture for Graph-Based Dynamic Context Modeling for Smart Living

Distributed Cooperative Deep Transfer Learning for Industrial Image Recognition

Time-Domain Reflectometry for Automated Failure Analysis in Power Transistors

Simulation-to-Reality based Transfer Learning for the Failure Analysis of SiC Power Transistors

Context-enriched modeling using Knowledge Graphs for intelligent Digital Twins of Production Systems

Knowledge Graphs as Enhancers of Intelligent Digital Twins

Hybrid Model of Power MOSFET for Soft Failures Estimation Based on Time Domain Reflectometry and Machine Learning

Characterization of Online Junction Temperature of the SiC power MOSFET by Combination of Four TSEPs using Neural Network

A Hybrid Modelling Approach for Parameter Estimation of Analytical Reflection Models in the Failure Analysis Process of Semiconductors

Hybrid Modelling for the Failure Analysis of SiC Power Transistors on Time-Domain Reflectometry Data

Cross-Layer Behavioral Modeling and Simulation of E/E-Architectures using PREEvision and Ptolemy II

Non-Destructive Failure Analysis of Power Devices via Time- Domain Reflectometry

Commitment timing in coalitional bargaining

Review article: defining remission in ulcerative colitis

Relative Kinetics of Solid-State Reactions: The Role of Architecture in Controlling Reactivity

Terminal Pleistocene Alaskan genome reveals first founding population of Native Americans

American Gastroenterological Association Consensus Development Conference on the Use of Biologics in the Treatment of Inflammatory Bowel Disease, June 21–23, 2006

Variables related to working capability among Swiss patients with multiple sclerosis--a cohort study

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