@incollection{StengerAltherrAbel2019,
  author    = {Stenger, David and Altherr, Lena and Abel, Dirk},
  title     = {Machine learning and metaheuristics for black-box optimization of product families: a case-study investigating solution quality vs. computational overhead},
  series = {Operations Research Proceedings 2018},
  booktitle = {Operations Research Proceedings 2018},
  publisher = {Springer},
  address   = {Cham},
  isbn      = {978-3-030-18499-5 (Print)},
  doi       = {10.1007/978-3-030-18500-8_47},
  pages     = {379 -- 385},
  year      = {2019},
  abstract  = {In product development, numerous design decisions have to be made. Multi-domain virtual prototyping provides a variety of tools to assess technical feasibility of design options, however often requires substantial computational effort for just a single evaluation. A special challenge is therefore the optimal design of product families, which consist of a group of products derived from a common platform. Finding an optimal platform configuration (stating what is shared and what is individually designed for each product) and an optimal design of all products simultaneously leads to a mixed-integer nonlinear black-box optimization model. We present an optimization approach based on metamodels and a metaheuristic. To increase computational efficiency and solution quality, we compare different types of Gaussian process regression metamodels adapted from the domain of machine learning, and combine them with a genetic algorithm. We illustrate our approach on the example of a product family of electrical drives, and investigate the trade-off between solution quality and computational overhead.},
  language  = {en}
}
@inproceedings{StenderRitz2003,
  author    = {Stender, Michael and Ritz, Thomas},
  title     = {Modeling of business-to-business mobile commerce processes},
  series = {Electronic proceedings / ICPR 17, 17th International Conference on Production Research [Blacksburg, Virginia, USA, August 3 - 7, 2003]},
  booktitle = {Electronic proceedings / ICPR 17, 17th International Conference on Production Research [Blacksburg, Virginia, USA, August 3 - 7, 2003]},
  edition   = {CD-ROM-Ausg.},
  address   = {Blacksburg, Va.},
  isbn      = {0-9721257-3-6},
  year      = {2003},
  language  = {en}
}
@inproceedings{StenderRitz2003,
  author    = {Stender, Michael and Ritz, Thomas},
  title     = {{\"U}berbetriebliche Ad-hoc-Anwendungsintegration im Mobile Business},
  series = {Wirtschaftsinformatik 2003 : Medien, M{\"a}rkte, Mobilit{\"a}t: - Bd. 1},
  booktitle = {Wirtschaftsinformatik 2003 : Medien, M{\"a}rkte, Mobilit{\"a}t: - Bd. 1},
  editor    = {Uhr, Wolfgang},
  publisher = {Physica-Verl.},
  address   = {Heidelberg},
  isbn      = {3-7908-0111-9},
  pages     = {103 -- 118},
  year      = {2003},
  language  = {de}
}
@article{SteinbauerFerrein2016,
  author    = {Steinbauer, Gerald and Ferrein, Alexander},
  title     = {20 Years of RoboCup},
  series = {KI - K{\"u}nstliche Intelligenz},
  volume    = {30},
  journal   = {KI - K{\"u}nstliche Intelligenz},
  number    = {3-4},
  publisher = {Springer},
  address   = {Berlin},
  issn      = {1610-1987},
  doi       = {10.1007/s13218-016-0442-z},
  pages     = {221 -- 224},
  year      = {2016},
  language  = {en}
}
@inproceedings{SteinbauerFerrein2019,
  author    = {Steinbauer, Gerald and Ferrein, Alexander},
  title     = {CogRob 2018 : Cognitive Robotics Workshop. Proceedings of the 11th Cognitive Robotics Workshop 2018 co-located with 16th International Conference on Principles of Knowledge Representation and Reasoning (KR 2018). Tempe, AZ, USA, October 27th, 2018.},
  series = {CEUR workshop proceedings},
  booktitle = {CEUR workshop proceedings},
  number    = {Vol-2325},
  issn      = {1613-0073},
  pages     = {46 Seiten},
  year      = {2019},
  language  = {en}
}
@article{SommerStreckertBitzetal.2004,
  author    = {Sommer, Angela M. and Streckert, Joachim and Bitz, Andreas and Hansen, Volkert W. and Lerchl, Alexander},
  title     = {No effects of GSM-modulated 900 MHz electromagnetic fields on survival rate and spontaneous development of lymphoma in female AKR/J mice},
  series = {BMC Cancer},
  volume    = {77},
  journal   = {BMC Cancer},
  number    = {4},
  doi       = {10.1186/1471-2407-4-77},
  year      = {2004},
  language  = {en}
}
@article{SommerBitzStreckertetal.2007,
  author    = {Sommer, Angela M. and Bitz, Andreas and Streckert, Joachim and Hansen, Volkert W. and Lerchl, Alexander},
  title     = {Lymphoma development in mice chronically exposed to UMTS-modulated radiofrequency electromagnetic fields},
  series = {Radiation Research},
  volume    = {168},
  journal   = {Radiation Research},
  number    = {1},
  issn      = {1938-5404},
  doi       = {10.1667/RR0857.1},
  pages     = {72 -- 80},
  year      = {2007},
  language  = {en}
}
@article{SiepmannSchuhWebersberger1997,
  author    = {Siepmann, Thomas and Schuh, G. and Webersberger, P.},
  title     = {Qualit{\"a}tshandbuch und Prozesspl{\"a}ne im INTRANET / Schuh, G.; Webersberger, P.; Siepmann, Th.},
  series = {Industrie-Management : Zeitschrift f{\"u}r industrielle Gesch{\"a}ftsprozesse (1997)},
  journal   = {Industrie-Management : Zeitschrift f{\"u}r industrielle Gesch{\"a}ftsprozesse (1997)},
  year      = {1997},
  language  = {de}
}
@article{SiepmannSchuhLevering1998,
  author    = {Siepmann, Thomas and Schuh, G. and Levering, V.},
  title     = {Gesch{\"a}ftsprozesse gestalten - leicht gemacht / Schuh, G.; Siepmann, Th.; Levering, V.},
  series = {Zeitschrift f{\"u}r wirtschaftlichen Fabrikbetrieb : ZWF (1998)},
  journal   = {Zeitschrift f{\"u}r wirtschaftlichen Fabrikbetrieb : ZWF (1998)},
  publisher = {Hanser},
  address   = {M{\"u}nchen},
  pages     = {353 -- 355},
  year      = {1998},
  language  = {de}
}
@article{SiepmannSchuhLevering1998,
  author    = {Siepmann, Thomas and Schuh, G. and Levering, V.},
  title     = {PROPLAN / Schuh, G.; Siepmann, Th.; Levering, V.},
  series = {Handbook on architectures of information systems : with 24 tables / Peter Bernus ... (ed.)},
  journal   = {Handbook on architectures of information systems : with 24 tables / Peter Bernus ... (ed.)},
  publisher = {Springer},
  address   = {Berlin [u.a.]},
  isbn      = {3-540-64453-9},
  pages     = {IX, 834 S. : graph. Darst.},
  year      = {1998},
  language  = {en}
}
@article{SiepmannSchuhKeil1997,
  author    = {Siepmann, Thomas and Schuh, G. and Keil, M.},
  title     = {TELEflow - Eine Methode zum Reengineering von Prozessen in Wertsch{\"o}pfungsnetzwerken / Schuh, G.; Siepmann, Th.; Keil, M.},
  series = {Industrie-Management : Zeitschrift f{\"u}r industrielle Gesch{\"a}ftsprozesse (1997)},
  journal   = {Industrie-Management : Zeitschrift f{\"u}r industrielle Gesch{\"a}ftsprozesse (1997)},
  pages     = {21 -- 24},
  year      = {1997},
  language  = {de}
}
@article{SiepmannSchuhJansen1997,
  author    = {Siepmann, Thomas and Schuh, G and Jansen, T.},
  title     = {Durch Middleware Standorte vernetzen / Schuh, G.; Siepmann, Th.; Jansen, T.},
  series = {Zeitschrift f{\"u}r den wirtschaftlichen Fabrikbetrieb: ZFW (1997)},
  journal   = {Zeitschrift f{\"u}r den wirtschaftlichen Fabrikbetrieb: ZFW (1997)},
  year      = {1997},
  language  = {de}
}
@article{SiepmannRupietta1993,
  author    = {Siepmann, Thomas and Rupietta, D.},
  title     = {Closer to the customer with computerized product support},
  series = {Technische Mitteilungen Krupp (1993)},
  journal   = {Technische Mitteilungen Krupp (1993)},
  address   = {Essen},
  year      = {1993},
  language  = {en}
}
@article{SiepmannPfeifferTeichmann1988,
  author    = {Siepmann, Thomas and Pfeiffer, J. and Teichmann, W.},
  title     = {Expertensystem zur spanenden Bearbeitung},
  series = {Technische Mitteilungen Krupp (1988)},
  journal   = {Technische Mitteilungen Krupp (1988)},
  address   = {Essen},
  year      = {1988},
  language  = {de}
}
@book{Siepmann1987,
  author    = {Siepmann, Thomas},
  title     = {Reibmomente in Zylinderrollenlagern f{\"u}r Planetenr{\"a}der},
  address   = {Bochum},
  isbn      = {3-89194-068-8},
  pages     = {279 S. : graph. Darst.},
  year      = {1987},
  language  = {de}
}
@article{Siepmann1991,
  author    = {Siepmann, Thomas},
  title     = {Expertensysteme in der rechnerintegrierten Produktion},
  series = {Einf{\"u}hrung in die CIM-Praxis : rechnerintegrierte Produktion / hrsg. von Gerhard Neipp ...},
  journal   = {Einf{\"u}hrung in die CIM-Praxis : rechnerintegrierte Produktion / hrsg. von Gerhard Neipp ...},
  publisher = {VDI-Verl.},
  address   = {D{\"u}sseldorf},
  isbn      = {3-18-401098-8},
  pages     = {187 -- 198},
  year      = {1991},
  language  = {de}
}
@article{Siepmann1986,
  author    = {Siepmann, Thomas},
  title     = {Abschlußbericht zum Vorhaben Nr. 22/IV},
  series = {Forschungsvereinigung Antriebstechnik: Forschungsreport},
  journal   = {Forschungsvereinigung Antriebstechnik: Forschungsreport},
  publisher = {FVA},
  address   = {Frankfurt/M.},
  year      = {1986},
  language  = {de}
}
@book{Siepmann1997,
  author    = {Siepmann, Thomas},
  title     = {Modeller for Value Systems},
  publisher = {Erasmus Universiteit Rotterdam},
  address   = {Rotterdam},
  year      = {1997},
  language  = {en}
}
@article{Siepmann1999,
  author    = {Siepmann, Thomas},
  title     = {Exploitation Plan of the TELEflow Project},
  address   = {Brussels},
  year      = {1999},
  language  = {en}
}
@inproceedings{SerrorHenzeHacketal.2018,
  author    = {Serror, Martin and Henze, Martin and Hack, Sacha and Schuba, Marko and Wehrle, Klaus},
  title     = {Towards in-network security for smart homes},
  series = {13th International Conference on Availability, Reliability and Security, ARES 2018; Hamburg; Germany; 27 August 2018 through 30 August 2018},
  booktitle = {13th International Conference on Availability, Reliability and Security, ARES 2018; Hamburg; Germany; 27 August 2018 through 30 August 2018},
  isbn      = {978-145036448-5},
  doi       = {10.1145/3230833.3232802},
  pages     = {Article numer 3232802},
  year      = {2018},
  language  = {en}
}