@article{RodriguesKDBTWHP2021Estimation,
  author = {Agatha Rodrigues and Pascal Kerschke and Pereira Carlos Alberto {de B.} and Heike Trautmann and Carolin Wagner and Bernd Hellingrath and Adriano Polpo},
  title = {Estimation of component reliability from superposed renewal processes by means of latent variables},
  journal = {Computational Statistics},
  year = {2021},
  volume = {2021},
  doi = {10.1007/s00180-021-01124-0},
  note = {Publication status: Published}
}

@article{WagnerH2021Supporting,
  author = {Carolin Wagner and Bernd Hellingrath},
  title = {Supporting the Implementation of Predictive Maintenance --- a Process Reference Model},
  journal = {International Journal of Prognostics and Health Management},
  year = {2021},
  volume = {Vol. 12},
  number = {002},
  note = {Publication status: Published}
}

@inproceedings{WagnerH2019Implementing,
  author = {Carolin Wagner and Bernd Hellingrath},
  title = {Implementing Predictive Maintenance in a Company: Industry Insights with Expert Interviews},
  booktitle = {Proceedings of the 2019 IEEE International Conference on Prognostics and Health Management (ICPHM)},
  year = {2019},
  address = {San Francisco, USA},
  note = {Publication status: Published}
}

@inproceedings{HabrichWH2018Qualitative,
  author = {Thilo Habrich and Carolin Wagner and Bernd Hellingrath},
  title = {Qualitative Assessment of Machine Learning Techniques in the Context of Fault Diagnostics},
  booktitle = {Proceedings of the 21$^{st}$ International Conference on Business Information Systems},
  year = {2018},
  address = {Berlin, Germany},
  note = {Publication status: Published}
}

@inproceedings{SteinmetzSEDWSH2017OntologyDriven,
  author = {Charles Steinmetz and Greyce Schroeder and Pereira Carlos Eduardo and Santos Roque Alexandre dos and Carolin Wagner and Philipp Saalmann and Bernd Hellingrath},
  title = {Ontology-driven IoT code generation for FIWARE},
  booktitle = {Proceedings of the IEEE 15$^{th}$ International Conference of Industrial Informatics INDIN'2017},
  year = {2017},
  address = {Emden, Germany},
  note = {Publication status: Published}
}

@inproceedings{WagnerH2017FleetBased,
  author = {Carolin Wagner and Bernd Hellingrath},
  title = {Fleet-based Diagnostics and Prognostics --- Investigating the Usage of Fleet Knowledge for Condition-Based Maintenance},
  booktitle = {Proceedings of the Logistikmanagement 2017},
  year = {2017},
  address = {Stuttgart},
  note = {Publication status: Published}
}

@inproceedings{WagnerH2017FleetKnowledge,
  author = {Carolin Wagner and Bernd Hellingrath},
  title = {Fleet Knowledge for Prognostics and Health Management --- Identifying Fleet Dimensions and Characteristics for the Categorization of Fleets},
  booktitle = {Proceedings of the Annual Conference of the Prognostics and Health Management Society 2017},
  year = {2017},
  address = {St. Petersburg, Florida},
  note = {Publication status: Published}
}

@inproceedings{SaalmannZRWGHP2016Application,
  author = {P Saalmann and M Zuccolotto and da Silva T Regal and C Wagner and A Giacomolli and B Hellingrath and CE Pereira},
  title = {Application potentials for an ontology-based integration of intelligent maintenance systems and spare parts supply chain planning},
  booktitle = {Proceedings of the 48$^{th}$ CIRP Conference on MANUFACTURING SYSTEMS},
  pages = {270--275},
  year = {2016},
  address = {Ischia, Italien},
  note = {Publication status: Published}
}

@inproceedings{SaalmannWH2016DecisionSupport,
  author = {Philipp Saalmann and Carolin Wagner and Bernd Hellingrath},
  title = {Decision Support for a Spare Parts Supply Chain Coordination Problem: Designing a Tactical Collaborative Planning Concept},
  booktitle = {Proceedings of the 8$^{th}$ IFAC Conference on Manufacturing Modelling, Management and Control},
  year = {2016},
  address = {Troyes, France},
  note = {Publication status: Published}
}

@inproceedings{WagnerSH2016AnOverview,
  author = {Carolin Wagner and Philipp Saalmann and Bernd Hellingrath},
  title = {An Overview of Useful Data and Analyzing Techniques for Improved Multivariate Diagnostics and Prognostics in Condition-Based Maintenance},
  booktitle = {Proceedings of the Annual Conference of the Prognostics and Health Management Society 2016},
  year = {2016},
  address = {Denver, USA},
  note = {Publication status: Published}
}

@inproceedings{WagnerSH2016MachineCondition,
  author = {Carolin Wagner and Philipp Saalmann and Bernd Hellingrath},
  title = {Machine Condition Monitoring and Fault Diagnostics
with Imbalanced Data Sets based on the KDD Process},
  booktitle = {Proceedings of the Symposium on Telematics Application},
  year = {2016},
  address = {Porto Alegre, Brasilien},
  note = {Publication status: Published}
}

@inproceedings{PessoaWHDL2015ComponentAnalysis,
  author = {Luis Filipe de Araujo Pessoa and Carolin Wagner and Bernd Hellingrath and Neto Fernando Buarque {de Lima}},
  title = {Component Analysis Based Approach to Support the Design of Meta-heuristics for MLCLSP Providing Guidelines},
  booktitle = {Computational Intelligence, 2015 IEEE Symposium Series on},
  pages = {1029--1038},
  year = {2015},
  publisher = {IEEE},
  address = {Cape Town, South Africa},
  isbn = {978-1-4799-7560-0},
  note = {Publication status: Published}
}

@misc{HorstkemperWH2015AComponentBased,
  author = {Dennis Horstkemper and Carolin Wagner and Bernd Hellingrath},
  title = {A component-based evaluation of solution representations for lot-sizing problems},
  year = {2015},
  note = {Publication status: Published}
}