M.Sc. Matthias Brüggenolte

@article{Tkáč2024,
title = {MachineLearnAthon: An Action-Oriented Machine Learning Didactic Concept},
author = {Tkáč, M. and Sieber, J. and Kuhlmann, L. and Brüggenolte, M. and Rinciog, A. and Henke, M. and Schweidtmann, A. M. and Gao, Q. and Theisen, M. F. and El Shawi, R.},
editor = {arXiv},
url = {https://arxiv.org/pdf/2401.16291.pdf},
doi = {arXiv:2401.16291},
year = {2024},
date = {2024-01-29},
urldate = {2024-01-29},
journal = {Arxiv},
abstract = {Machine Learning (ML) techniques are encountered nowadays across disciplines, from social sciences, through natural sciences to engineering. The broad
application of ML and the accelerated pace of its evolution lead to an increasing
need for dedicated teaching concepts aimed at making the application of this
technology more reliable and responsible. However, teaching ML is a daunting
task. Aside from the methodological complexity of ML algorithms, both with
respect to theory and implementation, the interdisciplinary and empirical nature
of the field need to be taken into consideration. This paper introduces the MachineLearnAthon format, an innovative didactic concept designed to be inclusive for students of different disciplines with heterogeneous levels of mathematics, programming and domain expertise. At the heart of the concept lie ML challenges, which make use of industrial data sets to solve real-world problems. These cover the entire ML pipeline, promoting data literacy and practical skills, from data preparation, through deployment, to evaluation.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{Paffrath2023d,
title = {Integration von Open Source in Unternehmen außerhalb der Softwarebranche - Aktueller Stand und Herausforderungen},
author = {Paffrath, F. N. and Brüggenolte, M. and Henke, M. },
editor = {Zeitschrift für wirtschaftlichen Fabrikbetrieb},
year = {2023},
date = {2023-12-21},
journal = {Zeitschrift für wirtschaftlichen Fabrikbetrieb},
keywords = {},
pubstate = {forthcoming},
tppubtype = {article}
}

@conference{Fiolkaetal.2022,
title = {Development of a morphological box to illustrate the possibilities for sustainable procurement in electronic marketplaces},
author = {Fiolka, M. and Brüggenolte, M. and Henke, M.},
year = {2022},
date = {2022-04-10},
booktitle = {Development of a morphological box to illustrate the possibilities for sustainable procurement in electronic marketplaces},
organization = {International Purchasing and Supply Education and Research Association (IPSERA)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}

@article{Meyer2021b,
title = { Assistance for the implementation of AI in procurement - An analysis of maturity models},
author = {Meyer, D. and Brüggenolte, M. and Gürpinar, T. and Henke, M. },
year = {2021},
date = {2021-03-29},
journal = {30th IPSERA Conference, 29th March – 1st April, Tennessee},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{Gürpinar2020,
title = {Blockchain Technology in Procurement - A Systematic Literature Mapping},
author = {Gürpinar, T. and Brüggenolte, M. and Meyer, D. and Ioannidis, P. A. and Henke, M. },
url = {https://www.researchgate.net/publication/344474943_Blockchain_Technology_in_Procurement_-_A_Systematic_Literature_Mapping},
year = {2020},
date = {2020-10-01},
journal = {Konferenzband zum Scientific Track der Blockchain Autumn School 2020},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{Austerjost2019,
title = {Vom defekten Teil zum neuen Ersatzteil durch digitale Plattformen},
author = {Niehues, S. and Austerjost, M. and Sturm, M. and Kiklhorn, D. and Witte A. and Klima, D. and Brüggenolte, M.},
year = {2019},
date = {2019-11-01},
journal = {In: Fit for Smart Maintenance, (InstandhaltungsForum 2019)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{Clausen2019,
title = {Agent-Based Simulation in Logistics and Supply Chain Research: Literature Review and Analysis},
author = {Clausen, U. and Brüggenolte, M. and Kirberg, M. and Besenfelder, C. and Poeting, M. and Güller, M.
},
year = {2019},
date = {2019-11-01},
journal = {In: Clausen U., Langkau S., Kreuz F. (eds) Advances in Production, Logistics and Traffic. ICPLT 2019. },
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{Brüggenolte2018,
title = {Entwurf eines Reifegradmodells zur Integration von Business Analytics im Bestandsmanagement},
author = {Brüggenolte, M. and Stute, M. and Besenfelder, C.
},
year = {2018},
date = {2018-01-15},
journal = {Logistics Journal},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{Besenfelder2017b,
title = {Paradigmenwechsel der Planung und Steuerung von Wertschöpfungsnetzen.},
author = {Besenfelder, C. and Brüggenolte, M. and Austerjost, M. and Kämmerling, N. and Pöting, M. and Schwede, C. and Schellert, M.
},
year = {2017},
date = {2017-11-01},
journal = {Future Challenges in Logistics and Supply Chain Management},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

@article{Besenfelder2017,
title = {Paradigmenwechsel der Planung und Steuerung von Wertschöpfungsnetzen},
author = {Besenfelder, C. and Brüggenolte, M. and Austerjost, M. and Kämmerling, N. and Pöting, M. and Schwede, C. and Schellert, M.
},
year = {2017},
date = {2017-01-31},
journal = {In: Schriftenreihe: "Future Challenges in Logistics and Supply Chain Management"},
keywords = {},
pubstate = {published},
tppubtype = {article}
}