@masterthesis{Sorgalla2021,
  type      = {Bachelor Thesis},
  author    = {Sorgalla, Jonas},
  title     = {Skidio - die digitale Transformation der Kosmetikindustrie : die Entwicklung eines digitalen Vertriebskanals},
  publisher = {FH Aachen},
  address   = {Aachen},
  school      = {Fachhochschule Aachen},
  pages     = {159 Seiten},
  year      = {2021},
  abstract  = {Skidio basiert dabei auf dem Konzept, dass das Video f{\"u}r die Kosmetikindustrie das optimale Medium f{\"u}r Produktvorstellungen ist. Der Ausgangspunkt f{\"u}r das Einkaufserlebnis des Nutzers ist daher ein Video-Feed, bestehend aus Kurz- und Live-Videos, die einen direkten Kauf der gezeigten Produkte erm{\"o}glichen. So entsteht ein Ort, an dem Nutzer auf eine unterhaltsame Art und Weise Inspiration f{\"u}r die eigene Hautpflege finden k{\"o}nnen. Dabei ist das Video als Medium nicht nur unterhaltsamer, sondern zugleich auch deutlich informativer als klassische Produktlistings. Die Produktpr{\"a}sentation wird interaktiver, erlebbarer und deutlich effektiver. Gemeinsam mit Technologien wie einer digitalen Hautanalyse, wird so das Potenzial des E-Commerce f{\"u}r die Beautyindustrie vollst{\"a}ndig entfaltet.},
  language  = {de}
}
@masterthesis{Sonntag2021,
  type      = {Bachelor Thesis},
  author    = {Sonntag, Jana},
  title     = {Konzeption und Entwicklung einer Corporate Identity und einer Tourismuskampagne f{\"u}r das Siegerland},
  publisher = {FH Aachen},
  address   = {Aachen},
  school      = {Fachhochschule Aachen},
  pages     = {57 Seiten},
  year      = {2021},
  abstract  = {Im Rahmen meiner Bachelorarbeit werden ich mich mit der Konzeption und Entwicklung einer Corporate Identity f{\"u}r das Siegerland besch{\"a}ftigen. Weiterhin m{\"o}chte ich eine Tourismuskampagne f{\"u}r diese Region gestalten.},
  language  = {de}
}
@article{SommerGerlingPredel1984,
  author    = {Sommer, Ferdinand and Gerling, Ulrich and Predel, Bruno},
  title     = {On the evaluation of interchange energies and the equilibrium-constant from mixing enthalpies of a regular associated solution-comment},
  series = {Zeitschrift f{\"u}r Metallkunde : international journal of materials research and advanced techniques. Bd. 75, H. 11},
  journal   = {Zeitschrift f{\"u}r Metallkunde : international journal of materials research and advanced techniques. Bd. 75, H. 11},
  issn      = {0044-3093 ; 0179-4841},
  pages     = {898},
  year      = {1984},
  language  = {en}
}
@article{SommerGerlingPredel1984,
  author    = {Sommer, F. and Gerling, Ulrich and Predel, Bruno},
  title     = {Comments on 'On the evaluation of interchange energies and the equilibrium constant from mixing enthalpies of a regular associated solution' by S. Lele, G.V.S. Sastry, and P. Ramachandrarao = Kommentar zu 'Zur Berechnung der Wechselwirkungsenergien und der Gleichgewichtskonstanten aus Mischungsenthalpien in regul{\"a}ren assoziierten L{\"o}sungen' von S. Lele, G.V.S. Sastry und P. Ramachandrarao},
  series = {Zeitschrift f{\"u}r Metallkunde : international journal of materials research and advanced techniques. Bd. 75, H. 6},
  journal   = {Zeitschrift f{\"u}r Metallkunde : international journal of materials research and advanced techniques. Bd. 75, H. 6},
  issn      = {0044-3093 ; 0179-4841},
  pages     = {449 -- 454},
  year      = {1984},
  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{SmithKotliarLammertynetal.2020,
  author    = {Smith, Wayne and Kotliar, Konstantin and Lammertyn, Leandi and Ramoshaba, Nthai E. and Vilser, Walthard and Huisman, Hugo W. and Schutte, Aletta E.},
  title     = {Retinal vessel caliber and caliber responses in true normotensive black and white adults: The African-PREDICT study},
  series = {Microvascular Research},
  volume    = {128},
  journal   = {Microvascular Research},
  number    = {Article 103937},
  publisher = {Elsevier},
  address   = {Amsterdam},
  issn      = {0026-2862},
  doi       = {10.1016/j.mvr.2019.103937},
  year      = {2020},
  abstract  = {Purpose Globally, a detrimental shift in cardiovascular disease risk factors and a higher mortality level are reported in some black populations. The retinal microvasculature provides early insight into the pathogenesis of systemic vascular diseases, but it is unclear whether retinal vessel calibers and acute retinal vessel functional responses differ between young healthy black and white adults. Methods We included 112 black and 143 white healthy normotensive adults (20-30 years). Retinal vessel calibers (central retinal artery and vein equivalent (CRAE and CRVE)) were calculated from retinal images and vessel caliber responses to flicker light induced provocation (FLIP) were determined. Additionally, ambulatory blood pressure (BP), anthropometry and blood samples were collected. Results The groups displayed similar 24 h BP profiles and anthropometry (all p > .24). Black participants demonstrated a smaller CRAE (158 ± 11 vs. 164 ± 11 MU, p < .001) compared to the white group, whereas CRVE was similar (p = .57). In response to FLIP, artery maximal dilation was greater in the black vs. white group (5.6 ± 2.1 vs. 3.3 ± 1.8\%; p < .001). Conclusions Already at a young age, healthy black adults showed narrower retinal arteries relative to the white population. Follow-up studies are underway to show if this will be related to increased risk for hypertension development. The reason for the larger vessel dilation responses to FLIP in the black population is unclear and warrants further investigation.},
  language  = {en}
}
@article{SmithBaumannWilsonetal.1987,
  author    = {Smith, Walker O. and Baumann, Marcus and Wilson, David L. and Aletsee, Ludwig},
  title     = {Phytoplankton biomass and productivity in the marginal ice zone of the Fram Strait during summer 1984},
  series = {Journal of geophysical research},
  volume    = {Vol. 92},
  journal   = {Journal of geophysical research},
  number    = {Iss. C7},
  issn      = {2156-2202 (E-Journal); 2169-9291 (E-Journal); 0148-0227 (Print); 2169-9275 (Print)},
  pages     = {6777 -- 6786},
  year      = {1987},
  language  = {en}
}
@article{SlabuRoethEngelmannetal.2019,
  author    = {Slabu, Ioana and Roeth, Anjali A. and Engelmann, Ulrich M. and Wiekhorst, Frank and Buhl, Eva M. and Neumann, Ulf P. and Schmitz-Rode, Thomas},
  title     = {Modeling of magnetoliposome uptake in human pancreatic tumor cells in vitro},
  series = {Nanotechnology},
  volume    = {30},
  journal   = {Nanotechnology},
  number    = {18},
  issn      = {1361-6528},
  doi       = {10.1088/1361-6528/ab033e},
  pages     = {184004},
  year      = {2019},
  language  = {en}
}
@inproceedings{SirazitdinovaDulzonMueller2015,
  author    = {Sirazitdinova, Y. and Dulzon, A. and M{\"u}ller, Burghard},
  title     = {Project management practices in engineering university},
  series = {21st International Conference for Students and Young Scientists: Modern Technique and Technologies, MTT 2015; National Research Tomsk Polytechnic UniversityTomsk; Russian Federation; 5 October 2015 through 9 October 2015},
  booktitle = {21st International Conference for Students and Young Scientists: Modern Technique and Technologies, MTT 2015; National Research Tomsk Polytechnic UniversityTomsk; Russian Federation; 5 October 2015 through 9 October 2015},
  doi       = {10.1088/1757-899X/93/1/012080},
  pages     = {4 S.},
  year      = {2015},
  language  = {en}
}
@article{SiqueiraBaeckerPoghossianetal.2010,
  author    = {Siqueira, Jos{\´e} R. Jr. and B{\"a}cker, Matthias and Poghossian, Arshak and Zucolotto, Valtencir and Oliveira, Osvaldo N. Jr. and Sch{\"o}ning, Michael Josef},
  title     = {Associating biosensing properties with the morphological structure of multilayers containing carbon nanotubes on field-effect devices},
  series = {Physica status solidi (a). 207 (2010), H. 4},
  journal   = {Physica status solidi (a). 207 (2010), H. 4},
  isbn      = {1862-6300},
  pages     = {781 -- 786},
  year      = {2010},
  language  = {en}
}
@article{SiqueiraAbouzarPoghossianetal.2009,
  author    = {Siqueira, Jos{\´e} R. Jr. and Abouzar, Maryam H. and Poghossian, Arshak and Zucolotto, Valtencir and Oliveira, Osvaldo N. Jr. and Sch{\"o}ning, Michael Josef},
  title     = {Penicillin biosensor based on a capacitive field-effect structure functionalized with a dendrimer/carbon nanotube multilayer},
  series = {Biosensors and Bioelectronics. 25 (2009), H. 2},
  journal   = {Biosensors and Bioelectronics. 25 (2009), H. 2},
  isbn      = {0956-5663},
  pages     = {497 -- 501},
  year      = {2009},
  language  = {en}
}
@article{SiqueiraAbouzarBaeckeretal.2009,
  author    = {Siqueira, Jos{\´e} R. Jr. and Abouzar, Maryam H. and B{\"a}cker, Matthias and Zucolotto, Valtencir and Poghossian, Arshak and Oliveira, Osvaldo N. Jr. and Sch{\"o}ning, Michael Josef},
  title     = {Carbon nanotubes in nanostructured films: Potential application as amperometric and potentiometric field-effect (bio-)chemical sensors},
  series = {physica status solidi (a) . 206 (2009), H. 3},
  journal   = {physica status solidi (a) . 206 (2009), H. 3},
  publisher = {Wiley},
  address   = {Weinheim},
  isbn      = {1862-6319},
  pages     = {462 -- 467},
  year      = {2009},
  language  = {en}
}
@article{SiqueiraWernerBaeckeretal.2009,
  author    = {Siqueira, Jose R. and Werner, Frederik and B{\"a}cker, Matthias and Poghossian, Arshak and Zucolotto, Valtencir and Oliveira, Osvaldo N. Jr. and Sch{\"o}ning, Michael Josef},
  title     = {Layer-by-Layer Assembly of Carbon Nanotubes Incorporated in Light-Addressable Potentiometric Sensors},
  series = {Journal of Physical Chemistry C. 113 (2009), H. 33},
  journal   = {Journal of Physical Chemistry C. 113 (2009), H. 33},
  publisher = {American Chemical Society},
  address   = {Washington, DC},
  isbn      = {1932-7455},
  pages     = {14765 -- 14770},
  year      = {2009},
  language  = {en}
}
@article{SiqueiraMolinnusBegingetal.2014,
  author    = {Siqueira, Jose R. and Molinnus, Denise and Beging, Stefan and Sch{\"o}ning, Michael Josef},
  title     = {Incorporating a hybrid urease-carbon nanotubes sensitive nanofilm on capacitive field-effect sensors for urea detection},
  series = {Analytical chemistry},
  volume    = {86},
  journal   = {Analytical chemistry},
  number    = {11},
  publisher = {ACS Publications},
  address   = {Columbus},
  issn      = {1520-6882 (E-Journal); 0003-2700 (Print); 0096-4484 (Print)},
  doi       = {10.1021/ac500458s},
  pages     = {5370 -- 5375},
  year      = {2014},
  abstract  = {The ideal combination among biomolecules and nanomaterials is the key for reaching biosensing units with high sensitivity. The challenge, however, is to find out a stable and sensitive film architecture that can be incorporated on the sensor's surface. In this paper, we report on the benefits of incorporating a layer-by-layer (LbL) nanofilm of polyamidoamine (PAMAM) dendrimer and carbon nanotubes (CNTs) on capacitive electrolyte-insulator-semiconductor (EIS) field-effect sensors for detecting urea. Three sensor arrangements were studied in order to investigate the adequate film architecture, involving the LbL film with the enzyme urease: (i) urease immobilized directly onto a bare EIS [EIS-urease] sensor; (ii) urease atop the LbL film over the EIS [EIS-(PAMAM/CNT)-urease] sensor; and (iii) urease sandwiched between the LbL film and another CNT layer [EIS-(PAMAM/CNT)-urease-CNT]. The surface morphology of all three urea-based EIS biosensors was investigated by atomic force microscopy (AFM), while the biosensing abilities were studied by means of capacitance-voltage (C/V) and dynamic constant-capacitance (ConCap) measureaments at urea concentrations ranging from 0.1 mM to 100 mM. The EIS-urease and EIS-(PAMAM/CNT)-urease sensors showed similar sensitivity (∼18 mV/decade) and a nonregular signal behavior as the urea concentration increased. On the other hand, the EIS-(PAMAM/CNT)-urease-CNT sensor exhibited a superior output signal performance and higher sensitivity of about 33 mV/decade. The presence of the additional CNT layer was decisive to achieve a urea based EIS sensor with enhanced properties. Such sensitive architecture demonstrates that the incorporation of an adequate hybrid enzyme-nanofilm as sensing unit opens new prospects for biosensing applications using the field-effect sensor platform.},
  language  = {en}
}
@article{SiqueiraMakiPaulovichetal.2010,
  author    = {Siqueira, Jose R. and Maki, Rafael M. and Paulovich, Fernando V. and Werner, Frederik and Poghossian, Arshak and Oliveira, Maria C. F. de and Zucolotto, Valtencir and Oliveira, Osvaldo N. Jr. and Sch{\"o}ning, Michael Josef},
  title     = {Use of Information Visualization Methods Eliminating Cross Talk in Multiple Sensing Units Investigated for a Light-Addressable Potentiometric Sensor},
  series = {Analytical Chemistry (2010)},
  journal   = {Analytical Chemistry (2010)},
  isbn      = {0003-2700},
  pages     = {61 -- 65},
  year      = {2010},
  language  = {en}
}
@inproceedings{SimsekKrauseEngelmann2024,
  author    = {Simsek, Beril and Krause, Hans-Joachim and Engelmann, Ulrich M.},
  title     = {Magnetic biosensing with magnetic nanoparticles: Simulative approach to predict signal intensity in frequency mixing magnetic detection},
  series = {YRA MedTech Symposium (2024)},
  booktitle = {YRA MedTech Symposium (2024)},
  editor    = {Digel, Ilya and Staat, Manfred and Trzewik, J{\"u}rgen and Sielemann, Stefanie and Erni, Daniel and Zylka, Waldemar},
  publisher = {Universit{\"a}t Duisburg-Essen},
  address   = {Duisburg},
  organization    = {MedTech Symposium},
  isbn      = {978-3-940402-65-3},
  doi       = {10.17185/duepublico/81475},
  pages     = {27 -- 28},
  year      = {2024},
  abstract  = {Magnetic nanoparticles (MNP) are investigated with great interest for biomedical applications in diagnostics (e.g. imaging: magnetic particle imaging (MPI)), therapeutics (e.g. hyperthermia: magnetic fluid hyperthermia (MFH)) and multi-purpose biosensing (e.g. magnetic immunoassays (MIA)). What all of these applications have in common is that they are based on the unique magnetic relaxation mechanisms of MNP in an alternating magnetic field (AMF). While MFH and MPI are currently the most prominent examples of biomedical applications, here we present results on the relatively new biosensing application of frequency mixing magnetic detection (FMMD) from a simulation perspective. In general, we ask how the key parameters of MNP (core size and magnetic anisotropy) affect the FMMD signal: by varying the core size, we investigate the effect of the magnetic volume per MNP; and by changing the effective magnetic anisotropy, we study the MNPs' flexibility to leave its preferred magnetization direction. From this, we predict the most effective combination of MNP core size and magnetic anisotropy for maximum signal generation.},
  language  = {en}
}
@book{SimonisBruecher1984,
  author    = {Simonis, Rainer and Br{\"u}cher, Heiner},
  title     = {Verhalten von radioaktivem Krypton-85 in der Tiefsee : Abschlußbericht f{\"u}r d. Berichtszeitraum 1.10.1980 - 31.3.1983},
  publisher = {Zentralbibliothek d. Kernforschungsanlage},
  address   = {J{\"u}lich},
  pages     = {87 S.},
  year      = {1984},
  subject      = {Krypton-85},
  language  = {de}
}
@book{Simonis1985,
  author    = {Simonis, Rainer},
  title     = {Experimentelle Darstellung von Kr/Xe-Hydrat bei Dr{\"u}cken bis 160 bar},
  publisher = {Zentralbibliothek d. Kernforschungsanlage},
  address   = {J{\"u}lich},
  pages     = {Getr. Z{\"a}hlung : Ill., graph. Darst.},
  year      = {1985},
  subject      = {Krypton},
  language  = {de}
}
@article{SimonisRugeMuellerVeggianetal.2003,
  author    = {Simonis, A. and Ruge, C. and M{\"u}ller-Veggian, Mattea and L{\"u}th, H. and Sch{\"o}ning, Michael Josef},
  title     = {A long-term stable macroporoustype EIS structure for electrochemical sensor applications},
  series = {Sensors and Actuators B. 91 (2003), H. 1-3},
  journal   = {Sensors and Actuators B. 91 (2003), H. 1-3},
  isbn      = {0925-4005},
  pages     = {21 -- 25},
  year      = {2003},
  language  = {en}
}
@article{SimonisLuethWangetal.2003,
  author    = {Simonis, A. and L{\"u}th, H. and Wang, J. and Sch{\"o}ning, Michael Josef},
  title     = {Strategies of miniaturised reference electrodes integrated in a silicon-based „one chip" pH sensor},
  series = {Sensors. 3 (2003), H. 9},
  journal   = {Sensors. 3 (2003), H. 9},
  isbn      = {1424-8220},
  pages     = {330 -- 339},
  year      = {2003},
  language  = {en}
}
@article{SimonisLuethWangetal.2004,
  author    = {Simonis, A. and L{\"u}th, H. and Wang, J. and Sch{\"o}ning, Michael Josef},
  title     = {Miniaturisierte Referenzelektroden in Siliziumtechnologie f{\"u}r elektrochemische Sensoranwendungen},
  series = {Sensoren und Messsysteme 2004 : Tagung Ludwigsburg, 15. und 16. M{\"a}rz 2004 / VDI-VDE-Gesellschaft Mess- und Automatisierungstechnik},
  journal   = {Sensoren und Messsysteme 2004 : Tagung Ludwigsburg, 15. und 16. M{\"a}rz 2004 / VDI-VDE-Gesellschaft Mess- und Automatisierungstechnik},
  publisher = {VDI},
  address   = {D{\"u}sseldorf},
  isbn      = {3-18-091829-2},
  pages     = {847 -- 850},
  year      = {2004},
  language  = {de}
}
@article{SimonisLuethWangetal.2004,
  author    = {Simonis, A. and L{\"u}th, H. and Wang, J. and Sch{\"o}ning, Michael Josef},
  title     = {New concepts of miniaturised reference electrodes in silicon technology for potentiometric sensor systems},
  series = {Sensors and Actuators B. 103 (2004), H. 1-2},
  journal   = {Sensors and Actuators B. 103 (2004), H. 1-2},
  isbn      = {0925-4005},
  pages     = {429 -- 435},
  year      = {2004},
  language  = {en}
}
@article{SimonisKringsLuethetal.2001,
  author    = {Simonis, A. and Krings, T. and L{\"u}th, H. and Wang, J. and Sch{\"o}ning, Michael Josef},
  title     = {A „hybrid" thin-film pH sensor with integrated thick-film reference},
  series = {Sensors. 1 (2001), H. 6},
  journal   = {Sensors. 1 (2001), H. 6},
  isbn      = {1424-8220},
  pages     = {183 -- 192},
  year      = {2001},
  language  = {en}
}
@article{SimonisDawgulLuethetal.2005,
  author    = {Simonis, A. and Dawgul, M. and L{\"u}th, H. and Sch{\"o}ning, Michael Josef},
  title     = {Miniaturised reference electrodes for field-effect sensors compatible to silicon chip technology},
  series = {Electrochimica Acta. 51 (2005), H. 5},
  journal   = {Electrochimica Acta. 51 (2005), H. 5},
  isbn      = {0013-4686},
  doi       = {10.1016/j.electacta.2005.04.063},
  pages     = {930 -- 937},
  year      = {2005},
  language  = {en}
}
@article{Sillius2014,
  author    = {Sillius, Sarah},
  title     = {„Viele machen gutes Marketing, ohne es zu wissen" : zwei Experten von FH [Prof. Dr. Gert Hoepner] und RWTH Aachen [Prof. Dr. Daniel Mentzel] erkl{\"a}ren, wie Unternehmen ihre Zielgruppe besser erreichen},
  series = {Wirtschaftliche Nachrichten : das Magazin f{\"u}r Unternehmen / Industrie- und Handelskammer Aachen},
  volume    = {2014},
  journal   = {Wirtschaftliche Nachrichten : das Magazin f{\"u}r Unternehmen / Industrie- und Handelskammer Aachen},
  number    = {3},
  publisher = {IHK Aachen},
  address   = {Aachen},
  pages     = {16 -- 18},
  year      = {2014},
  language  = {de}
}
@article{SildatkeKarwanniKraftetal.2023,
  author    = {Sildatke, Michael and Karwanni, Hendrik and Kraft, Bodo and Z{\"u}ndorf, Albert},
  title     = {A distributed microservice architecture pattern for the automated generation of information extraction pipelines},
  series = {SN Computer Science},
  journal   = {SN Computer Science},
  number    = {4, Article number: 833},
  publisher = {Springer Singapore},
  address   = {Singapore},
  issn      = {2661-8907},
  doi       = {10.1007/s42979-023-02256-4},
  pages     = {19 Seiten},
  year      = {2023},
  abstract  = {Companies often build their businesses based on product information and therefore try to automate the process of information extraction (IE). Since the information source is usually heterogeneous and non-standardized, classic extract, transform, load techniques reach their limits. Hence, companies must implement the newest findings from research to tackle the challenges of process automation. They require a flexible and robust system that is extendable and ensures the optimal processing of the different document types. This paper provides a distributed microservice architecture pattern that enables the automated generation of IE pipelines. Since their optimal design is individual for each input document, the system ensures the ad-hoc generation of pipelines depending on specific document characteristics at runtime. Furthermore, it introduces the automated quality determination of each available pipeline and controls the integration of new microservices based on their impact on the business value. The introduced system enables fast prototyping of the newest approaches from research and supports companies in automating their IE processes. Based on the automated quality determination, it ensures that the generated pipelines always meet defined business requirements when they come into productive use.},
  language  = {en}
}
@inproceedings{SildatkeKarwanniKraftetal.2020,
  author    = {Sildatke, Michael and Karwanni, Hendrik and Kraft, Bodo and Schmidts, Oliver and Z{\"u}ndorf, Albert},
  title     = {Automated Software Quality Monitoring in Research Collaboration Projects},
  series = {ICSEW'20: Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops},
  booktitle = {ICSEW'20: Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops},
  publisher = {IEEE},
  address   = {New York, NY},
  doi       = {10.1145/3387940.3391478},
  pages     = {603 -- 610},
  year      = {2020},
  abstract  = {In collaborative research projects, both researchers and practitioners work together solving business-critical challenges. These projects often deal with ETL processes, in which humans extract information from non-machine-readable documents by hand. AI-based machine learning models can help to solve this problem. Since machine learning approaches are not deterministic, their quality of output may decrease over time. This fact leads to an overall quality loss of the application which embeds machine learning models. Hence, the software qualities in development and production may differ. Machine learning models are black boxes. That makes practitioners skeptical and increases the inhibition threshold for early productive use of research prototypes. Continuous monitoring of software quality in production offers an early response capability on quality loss and encourages the use of machine learning approaches. Furthermore, experts have to ensure that they integrate possible new inputs into the model training as quickly as possible. In this paper, we introduce an architecture pattern with a reference implementation that extends the concept of Metrics Driven Research Collaboration with an automated software quality monitoring in productive use and a possibility to auto-generate new test data coming from processed documents in production. Through automated monitoring of the software quality and auto-generated test data, this approach ensures that the software quality meets and keeps requested thresholds in productive use, even during further continuous deployment and changing input data.},
  language  = {en}
}
@article{SiersSoegtropBorrmannetal.2011,
  author    = {Siers, Carsten and S{\"o}gtrop, Christian and Borrmann, Arne and Hoepner, Gert},
  title     = {Vernetzung von Kultur und Struktur},
  series = {Sales-Business : der Navigator f{\"u}r Vertrieb, Verkauf und Strategie},
  volume    = {20},
  journal   = {Sales-Business : der Navigator f{\"u}r Vertrieb, Verkauf und Strategie},
  number    = {5},
  publisher = {Springer Gabler},
  address   = {Wiesbaden},
  issn      = {1616-7902},
  doi       = {10.1365/s35141-011-0093-5},
  pages     = {32 -- 34},
  year      = {2011},
  language  = {de}
}
@article{SiersHoepner2015,
  author    = {Siers, Carsten and Hoepner, Gert},
  title     = {Vertriebskompass 2016 - die Herausforderungen},
  series = {Vertriebsmanager : Magazin f{\"u}r modernes Vertriebsmanagement},
  volume    = {2015},
  journal   = {Vertriebsmanager : Magazin f{\"u}r modernes Vertriebsmanagement},
  publisher = {Quadriga Media Berlin GmbH},
  address   = {Berlin},
  issn      = {1610-5060 ; 2199-1588},
  year      = {2015},
  language  = {de}
}
@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{SiekmannMueller2011,
  author    = {Siekmann, Thomas and M{\"u}ller, Karsten},
  title     = {Adaptive potential of the stormwater management in urban areas faced by the climate change},
  series = {12th International Conference on Urban Drainage, Porto Alegre/Brazil, 11-16 September 2011},
  booktitle = {12th International Conference on Urban Drainage, Porto Alegre/Brazil, 11-16 September 2011},
  pages     = {9 S.},
  year      = {2011},
  language  = {en}
}
@article{SiekmannMueller2011,
  author    = {Siekmann, Thomas and M{\"u}ller, Karsten},
  title     = {Anpassungspotenziale der konventionellen Regenwasserbehandlung im Mischsystem an Auswirkungen des Klimawandels},
  series = {Energie-, Wasser-Praxis : Fachzeitschrift f{\"u}r die Energie- und Wasser-Praxis. Bd. 62 (2011), Spezial LESAM 2011},
  journal   = {Energie-, Wasser-Praxis : Fachzeitschrift f{\"u}r die Energie- und Wasser-Praxis. Bd. 62 (2011), Spezial LESAM 2011},
  publisher = {DVGW},
  address   = {Bonn},
  issn      = {1436-6134},
  pages     = {48 -- 51},
  year      = {2011},
  language  = {de}
}
@article{SiekerUlberDimitrovaetal.2009,
  author    = {Sieker, Tim and Ulber, Roland and Dimitrova, Darina and Bart, Hans-J{\"o}rg and Neuner, Andreas and Heinzle, Elmar and Tippk{\"o}tter, Nils},
  title     = {Silage : Fermentationsrohstoff f{\"u}r die chemische Industrie?},
  series = {labor\&more},
  journal   = {labor\&more},
  number    = {2},
  pages     = {44 -- 45},
  year      = {2009},
  abstract  = {In Anbetracht des zu erwartenden R{\"u}ckgangs der Verf{\"u}gbarkeit fossiler Rohstoffe m{\"u}ssen nicht nur f{\"u}r den Energiesektor, sondern auch f{\"u}r die Herstellung industrieller Produkte alternative Rohstoffe gefunden werden. Ein Beispiel f{\"u}r einen nicht in Nahrungsmittelkonkurrenz stehenden nachwachsenden Rohstoff ist gr{\"u}ne Biomasse wie Gras und Klee. Diese lassen sich in Deutschland auf großen Fl{\"a}chen anbauen und enthalten eine Vielzahl potenzieller Substrate f{\"u}r Fermentationen.},
  language  = {de}
}
@article{SiekerNeunerDimitrovaetal.2011,
  author    = {Sieker, Tim and Neuner, Andreas and Dimitrova, Darina and Tippk{\"o}tter, Nils and Muffler, Kai and Bart, Hans-J{\"o}rg and Heinzle, Elmar and Ulber, Roland},
  title     = {Ethanol production from grass silage by simultaneous pretreatment, saccharification and fermentation: First steps in the process development},
  series = {Engineering in Life Sciences},
  volume    = {11},
  journal   = {Engineering in Life Sciences},
  number    = {4},
  publisher = {Wiley},
  address   = {Weinheim},
  doi       = {10.1002/elsc.201000160},
  pages     = {436 -- 442},
  year      = {2011},
  abstract  = {Grass silage provides a great potential as renewable feedstock. Two fractions of the grass silage, a press juice and the fiber fraction, were evaluated for their possible use for bioethanol production. Direct production of ethanol from press juice is not possible due to high concentrations of organic acids. For the fiber fraction, alkaline peroxide or enzymatic pretreatment was used, which removes the phenolic acids in the cell wall. In this study, we demonstrate the possibility to integrate the enzymatic pretreatment with a simultaneous saccharification and fermentation to achieve ethanol production from grass silage in a one-process step. Achieved yields were about 53 g ethanol per kg silage with the alkaline peroxide pretreatment and 91 g/kg with the enzymatic pretreatment at concentrations of 8.5 and 14.6 g/L, respectively. Furthermore, it was shown that additional supplementation of the fermentation medium with vitamins, trace elements and nutrient salts is not necessary when the press juice is directly used in the fermentation step.},
  language  = {en}
}
@article{SiekerNeunerDimitrovaetal.2010,
  author    = {Sieker, Tim and Neuner, Andreas and Dimitrova, Darina and Tippk{\"o}tter, Nils and Bart, Hans-J{\"o}rg and Heinzle, Elmar and Ulber, Roland},
  title     = {Grassilage als Rohstoff f{\"u}r die chemische Industrie},
  series = {Chemie Ingenieur Technik},
  volume    = {82},
  journal   = {Chemie Ingenieur Technik},
  number    = {8, Special Issue: Industrielle Nutzung nachwachsender Rohstoffe},
  publisher = {Wiley-VCH},
  address   = {Weinheim},
  issn      = {1522-2640},
  doi       = {10.1002/cite.201000088},
  pages     = {1153 -- 1159},
  year      = {2010},
  abstract  = {Grassilage stellt einen nachwachsenden Rohstoff mit großem Potenzial dar. Neben Cellulose und Hemicellulose enth{\"a}lt sie auch organische S{\"a}uren, insbesondere Milchs{\"a}ure. In einem Bioraffinerie-Projekt wird die Milchs{\"a}ure aus der Silage isoliert und mit gentechnisch optimierten St{\"a}mmen zu L-Lysin weiterverarbeitet. Die Lignocellulose wird hydrolysiert und zu Ethanol fermentiert. Ein besonderes Augenmerk liegt auf der Integration der unterschiedlichen Prozesse sowie der einzelnen Prozessschritte zu einem Gesamtprozess, der s{\"a}mtliche Inhaltsstoffe der Silage verwertet.},
  language  = {de}
}
@misc{SiekerTippkoetterUlberetal.2010,
  author    = {Sieker, T. and Tippk{\"o}tter, Nils and Ulber, Roland and Bart, H.-J. and Heinzle, E.},
  title     = {Gr{\"u}ne Bioraffinerie: Ganzheitliche Nutzung von Grassilage f{\"u}r die Herstellung von Grund-und Feinchemikalien},
  series = {Chemie Ingenieur Technik},
  volume    = {82},
  journal   = {Chemie Ingenieur Technik},
  number    = {9},
  publisher = {Wiley-VCH},
  address   = {Weinheim},
  issn      = {0009-286X},
  doi       = {10.1002/cite.201050321},
  pages     = {1564},
  year      = {2010},
  abstract  = {Gras hat ein hohes Potenzial als nachwachsender Rohstoff. Bei ungeeigneter Lagerung verderben Gr{\"a}ser allerdings innerhalb weniger Tage. Dieser Nachteil kann durch die Silierung des Grasschnittes behoben werden. Eines der wichtigsten in der Silage enthaltenen Produkte ist die Milchs{\"a}ure. Um diese f{\"u}r weitere Aufarbeitungsschritte zug{\"a}nglich zu machen, wird aus der Silage ein Presssaft hergestellt. Die Milchs{\"a}ure wird aus einem Silagepresssaft mittels Extraktion durch ionische Fl{\"u}ssigkeiten isoliert. Dabei wird zum einen eine reine Milchs{\"a}ure hergestellt, die z. B. f{\"u}r die Herstellung von Polymilchs{\"a}ure genutzt werden kann. Zum anderen wird ein weniger aufgereinigter Extrakt gewonnen, der f{\"u}r die fermentative Produktion von L-Lysin und 1,2-Propandiol genutzt werden soll. Im Rahmen des Projekts erfolgt die gentechnische Optimierung von Corynebacterium glutamicum f{\"u}r die Umsetzung von Milchs{\"a}urezu L-Lysin. Die im nach der Pressung verbleibenden Presskuchen enthaltenen Grasfasern bestehen zu einem großen Teil aus Polysacchariden. Diese werden hydrolysiert und die dabei freigesetzten Zucker zu Grundchemikalien wie Ethanol oder Itakons{\"a}ure fermentiert. Im Rahmen einer vollst{\"a}ndigen Nutzung der Silage wird das Raffinat aus der Milchs{\"a}ureextraktion als Mediumsupplement in der Fermentation eingesetzt, was die Zugabe weiterer Medienbestandteile {\"u}berfl{\"u}ssig macht. Die R{\"u}ckst{\"a}nde der Hydrolysen und Fermentationen sollen dar{\"u}berhinaus f{\"u}r die Herstellung von Biogas genutzt werden.},
  language  = {de}
}
@misc{SiekerTippkoetterUlberetal.2009,
  author    = {Sieker, T. and Tippk{\"o}tter, Nils and Ulber, Roland and Bart, H.-J. and Heinzle, E.},
  title     = {Nutzung von Silage zur fermentativen Produktion von Grund-und Feinchemikalien},
  series = {Chemie Ingenieur Technik},
  volume    = {81},
  journal   = {Chemie Ingenieur Technik},
  number    = {8},
  publisher = {Wiley-VCH},
  address   = {Weinheim},
  issn      = {0009-286X},
  doi       = {10.1002/cite.200950271},
  pages     = {1207},
  year      = {2009},
  abstract  = {Grasschnitt hat in Deutschland ein betr{\"a}chtliches Potenzial als nachwachsender Rohstoff. Da frischer Grasschnitt nur in den Sommermonaten zur Verf{\"u}gung steht und Gras bei der Lagerung verrottet, wird er unter anderem durch Silierung konserviert. W{\"a}hrend der Silierung wird ein Teil der wasserl{\"o}slichen Kohlenhydrate unter anaeroben Bedingungen zu Milchs{\"a}ure fermentiert. Die Kombination aus Luftabschluss und Ans{\"a}uerung bewirkt die Konservierung der Silage. Silage als weit verbreitetes landwirtschaftliches Erzeugnis ist somit ein potentieller, in großen Mengen verf{\"u}gbarer Lieferant f{\"u}r eine Vielzahl von Substraten f{\"u}r mikrobielle Fermentationen. Diese k{\"o}nnen entweder durch die Hydrolyse der in den Pflanzen enthaltenen Cellulosen und Hemicellulosen oder durch die Verwendung eines Silagepresssaftes nutzbar gemacht werden. Die zu entwickelnden Prozesse sollen die verbleibenden Kohlenhydrate, inklusive der Cellulose und Hemicellulose, sowie die Milchs{\"a}ure nutzen. Die in der Silage enthaltenen Zucker sollen zu Ethanol, Itakons{\"a}ure und Bernsteins{\"a}ure und die Milchs{\"a}ure zu 1,2-Propandiol umgesetzt werden. Anfallende Reststoffe wie Hydrolyser{\"u}ckst{\"a}nde, Presskuchen und Fermentationsr{\"u}ckst{\"a}nde sollen bei allen zu etablierenden Prozessen entweder als Viehfutter verwendet oder der Biogasproduktion zugef{\"u}hrt werden k{\"o}nnen, wodurch eine vollst{\"a}ndige stoffliche und energetische Nutzung der Silage erreicht wird.},
  language  = {de}
}
@misc{SiekerTippkoetterUlber2010,
  author    = {Sieker, T. and Tippk{\"o}tter, Nils and Ulber, Roland},
  title     = {Simultane Vorbehandlung, Hydrolyse und Fermentation bei der Nutzung von gr{\"u}ner Biomasse zur Produktion von Bioethanol},
  series = {Chemie Ingenieur Technik},
  volume    = {82},
  journal   = {Chemie Ingenieur Technik},
  number    = {9},
  publisher = {Wiley-VCH},
  address   = {Weinheim},
  issn      = {0009-286X},
  doi       = {10.1002/cite.201050319},
  pages     = {1601},
  year      = {2010},
  abstract  = {Gr{\"a}ser sind in der Lage, einen großen Teil der f{\"u}r eine biobasierte Wirtschaft ben{\"o}tigten Biomasse zur Verf{\"u}gung zu stellen. Wie bei anderen lignocellulosehaltigen nachwachsenden Rohstoffen erfordert die Verwertung der im Gras enthaltenen Polysaccharide einen mehrstufigen Prozess aus Vorbehandlung, Hydrolyse und Fermentation. In Gr{\"a}sern ist die Hemicellulose mitP henolcarbons{\"a}uren wie Ferula- und p-Coumars{\"a}ure verestert, die die enzymatische Hydrolyse der Cellulose und Hemicellulose ebenso effektiv behindern wie Lignin. Anders als bei holzigen Rohstoffen erm{\"o}glicht dieser Aufbau aber eine enzymatische Vorbehandlung, mit der die Phenolcarbons{\"a}uren abgespalten werden k{\"o}nnen. Da die bei der Vorbehandlung eingesetzten Enzyme in ihrer nat{\"u}rlichen Funktion synergistisch mit cellulytischen Enzymen zusammenarbeiten, besitzen sie {\"a}hnliche Optima wie die f{\"u}r die Hydrolyse der Polysaccharide eingesetzten Cellulasen und Hemicellulasen. Diese Eigenschaft erm{\"o}glicht die Integration von Vorbehandlung und Hydrolyse in einem einzigen Verfahrensschritt. Durch die Einf{\"u}hrung der enzymatischen Vorbehandlung konnte das in der Literatur bekannte SSF-Verfahren f{\"u}r die Herstellung von Ethanol aus Gr{\"a}sern um die Vorbehandlungsstufe erweitert werden. Das so realisierte simultaneous pretreatment, saccharification and fermentation (SPSF)-Verfahren stellt eine vollst{\"a}ndige Integration der drei f{\"u}r die Nutzung von Lignocellulose n{\"o}tigen Verfahrensschritte in der gr{\"u}nen Bioraffinerie dar.},
  language  = {de}
}