Marc Zeller | DeepAI

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Claudia Linnhoff Popien
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Robert Müller
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David Parker
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Thomy Phan
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Oliver Bringmann
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∙ 07/06/2023

Towards a safe MLOps Process for the Continuous Development and Safety Assurance of ML-based Systems in the Railway Domain

Traditional automation technologies alone are not sufficient to enable d...

0 Marc Zeller, et al. ∙

∙ 06/14/2021

Towards Continuous Safety Assessment in Context of DevOps

Traditionally, promoted by the internet companies, continuous delivery i...

0 Marc Zeller, et al. ∙

∙ 06/07/2021

Verification of Component Fault Trees Using Error Effect Simulations

The growing complexity of safety-relevant systems causes an increasing e...

0 Sebastian Reiter, et al. ∙

∙ 06/04/2021

Towards the adoption of model-based engineering for the development of safety-critical systems in industrial practice

Model-based engineering promises to boost productivity and quality of co...

0 Marc Zeller, et al. ∙

∙ 06/03/2021

Towards a Cross-Domain Software Safety Assurance Process for Embedded Systems

In this work, we outline a cross-domain assurance process for safety-rel...

0 Marc Zeller, et al. ∙

∙ 06/03/2021

DEIS: Dependability Engineering Innovation for Industrial CPS

The open and cooperative nature of Cyber-Physical Systems (CPS) poses ne...

0 Erik Armengaud, et al. ∙

∙ 06/02/2021

Meta model application for consistency management of models for avionic systems design

This paper presents the application of a meta model and single underlyin...

0 Jef Stegen, et al. ∙

∙ 06/02/2021

ALFRED: a methodology to enable component fault trees for layered architectures

Identifying drawbacks or insufficiencies in terms of safety is important...

0 Kai Hoefig, et al. ∙

∙ 06/01/2021

Combination of component fault trees and Markov chains to analyze complex, software-controlled systems

Fault Tree analysis is a widely used failure analysis methodology to ass...

0 Marc Zeller, et al. ∙

∙ 05/31/2021

Model-Based Reliability and Safety: Reducing the Complexity of Safety Analyses Using Component Fault Trees

The importance of mission or safety critical software systems in many ap...

0 Kai Hoefig, et al. ∙

∙ 05/31/2021

ArChes – Automatic generation of component fault trees from continuous function charts

The growing size and complexity of software in embedded systems poses ne...

0 Marc Zeller, et al. ∙

∙ 05/31/2021

INSiDER: Incorporation of system and safety analysis models using a dedicated reference model

In order to enable model-based, iterative design of safety-relevant syst...

0 Marc Zeller, et al. ∙

∙ 05/31/2021

WAP: Digital Dependability Identities

Cyber-Physical Systems (CPS) provide enormous potential for innovation b...

0 Daniel Schneider, et al. ∙

∙ 05/31/2021

A Meta-model for Process Failure Mode and Effects Analysis (PFMEA)

Short product lifecycles and a high variety of products force industrial...

0 Kai Hoefig, et al. ∙

∙ 05/31/2021

SQUADfps: Integrated Model-Based Machine Safety and Product Quality for Flexible Production Systems

Growing individualization of products up to lot-size-1 and high volatili...

0 Chee Hung Koo, et al. ∙

∙ 12/14/2020

SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning

A characteristic of reinforcement learning is the ability to develop unf...

6 Fabian Ritz, et al. ∙

∙ 05/11/2020

Failure Mode Reasoning in Model Based Safety Analysis

Failure Mode Reasoning (FMR) is a novel approach for analyzing failure i...

0 Hamid Jahanian, et al. ∙

∙ 05/05/2020

DPN – Dependability Priority Numbers

This paper proposes a novel model-based approach to combine the quantita...

0 Zhensheng Guo, et al. ∙

∙ 05/05/2020

Automatic Generation of RAMS Analyses from Model-based Functional Descriptions using UML State Machines

In today's industrial practice, safety, reliability or availability arti...

0 Christof Kaukewitsch, et al. ∙

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