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Using gradient boosting with stability selection on health insurance claims data to identify disease trajectories in chronic obstructive pulmonary disease

Statistical methods in medical research, 2020-12, Vol.29 (12), p.3684-3694

2020

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The impact of knowledge characteristics on process performance: experimenting with the conversion perspective on knowledge transfer velocity

Business process management journal, 2024-06, Vol.30 (4), p.1088-1110

2024

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The Meaningfulness of Knowledge for the Design of Sustainable AI

International journal of knowledge management, 2024-08, Vol.20 (1), p.1-45

2024

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Does size matter? The effects of enterprise size on the perception of benefits and risks of open innovation projects

Journal of innovation management (Porto), 2018-08, Vol.6 (2), p.71-101

2018

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Researching Multi-Site Artificial Neural Networks’ Activation Rates and Activation Cycles

Business Modeling and Software Design, p.186-206

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Managing Multi-site Artificial Neural Networks’ Activation Rates and Activation Cycles: Experiments on Cross-Enterprise, Multi-site Deep Learning Systems

Business Modeling and Software Design, p.258-269

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Construction of a Concept of Neuronal Modeling

Grum, Marcus

1, 2022

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Learning Representations by Crystallized Back-Propagating Errors

Artificial Intelligence and Soft Computing, p.78-100

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Context-Aware, Intelligent Musical Instruments for Improving Knowledge-Intensive Business Processes

Business Modeling and Software Design, p.69-88

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Quantification of Knowledge Transfers: The Design of an Experiment Setting for the Examination of Knowledge Transfers

Business Modeling and Software Design, p.224-242

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Adaptable Knowledge-Driven Information Systems Improving Knowledge Transfers: Design of Context-Sensitive, AR-Enabled Furniture Assemblies

Business Modeling and Software Design, p.202-220

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A Visionary Way to Novel Process Optimizations: The Marriage of the Process Domain and Deep Neuronal Networks

Business Modeling and Software Design, 2018, p.1-24

2018

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Managing Human and Artificial Knowledge Bearers: The Creation of a Symbiotic Knowledge Management Approach

Business Modeling and Software Design, p.182-201

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The roots of errors in adaptive performance: clustering behavioral patterns after the introduction of a change

The journal of workplace learning, 2024-05, Vol.36 (4), p.267-281

2024

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Determining the optimal level of autonomy in cyber-physical production systems

2016 IEEE 14th International Conference on Industrial Informatics (INDIN), 2016, p.1293-1299

2016

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Knowledge Transfer Quality Improvement - The Quality Enhancement of Knowledge Transfers in Product Engineering

Procedia CIRP, 2023, Vol.119, p.919-925

2023

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EXAMINING THE QUALITY OF KNOWLEDGE TRANSFERS – THE DRAFT OF AN EMPIRICAL RESEARCH

Proceedings of the Design Society, 2021, Vol.1, p.1431-1440

2021

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Accelerating Knowledge: The Speed Optimization of Knowledge Transfers

Business Modeling and Software Design, p.95-113

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Managing Knowledge of Intelligent Systems: The Design of a Chatbot Using Domain-Specific Knowledge

Business Modeling and Software Design, p.78-96

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Adequate Basis for the Data-Driven and Machine-Learning-Based Identification

Artificial Intelligence and Soft Computing, p.570-588

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Modeling Change in Business Processes

Business Modeling and Software Design, p.3-17

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Gamification and Dynamisation of the Continous Improvement Processes: Design and Realization of a Gamification Platform for Continous Improvement

2021 International Conference on Electrical, Computer and Energy Technologies (ICECET), 2021, p.1-7

2021

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A Concept for a Distributed Interchangeable Knowledge Base in CPPS

Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems, p.314-321

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Introduction

Construction of a Concept of Neuronal Modeling, 2022, p.1-12

Grum, Marcus

2022

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Objectives and Methodology

Construction of a Concept of Neuronal Modeling, 2022, p.429-459

Grum, Marcus

2022

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Using gradient boosting with stability selection on health insurance claims data to identify disease trajectories in chronic obstructive pulmonary disease

The impact of knowledge characteristics on process performance: experimenting with the conversion perspective on knowledge transfer velocity

The Meaningfulness of Knowledge for the Design of Sustainable AI

Does size matter? The effects of enterprise size on the perception of benefits and risks of open innovation projects

Researching Multi-Site Artificial Neural Networks’ Activation Rates and Activation Cycles

Managing Multi-site Artificial Neural Networks’ Activation Rates and Activation Cycles: Experiments on Cross-Enterprise, Multi-site Deep Learning Systems

Construction of a Concept of Neuronal Modeling

Learning Representations by Crystallized Back-Propagating Errors

Context-Aware, Intelligent Musical Instruments for Improving Knowledge-Intensive Business Processes

Quantification of Knowledge Transfers: The Design of an Experiment Setting for the Examination of Knowledge Transfers

Adaptable Knowledge-Driven Information Systems Improving Knowledge Transfers: Design of Context-Sensitive, AR-Enabled Furniture Assemblies

A Visionary Way to Novel Process Optimizations: The Marriage of the Process Domain and Deep Neuronal Networks

Managing Human and Artificial Knowledge Bearers: The Creation of a Symbiotic Knowledge Management Approach

The roots of errors in adaptive performance: clustering behavioral patterns after the introduction of a change

Determining the optimal level of autonomy in cyber-physical production systems

Knowledge Transfer Quality Improvement - The Quality Enhancement of Knowledge Transfers in Product Engineering

EXAMINING THE QUALITY OF KNOWLEDGE TRANSFERS – THE DRAFT OF AN EMPIRICAL RESEARCH

Accelerating Knowledge: The Speed Optimization of Knowledge Transfers

Managing Knowledge of Intelligent Systems: The Design of a Chatbot Using Domain-Specific Knowledge

Adequate Basis for the Data-Driven and Machine-Learning-Based Identification

Modeling Change in Business Processes

Gamification and Dynamisation of the Continous Improvement Processes: Design and Realization of a Gamification Platform for Continous Improvement

A Concept for a Distributed Interchangeable Knowledge Base in CPPS

Introduction

Objectives and Methodology

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