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Dortmund. <a href=\"https://doi.org/10.5445/KSP/1000049620\">https://doi.org/10.5445/KSP/1000049620</a>","mla":"Deppe, Sahar, and Volker Lohweg. “Shift-Invariant Feature Extraction for Time-Series Motif Discovery.” <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA)</i>, 2015, pp. 23–45, doi:<a href=\"https://doi.org/10.5445/KSP/1000049620\">10.5445/KSP/1000049620</a>.","chicago-de":"Deppe, Sahar und Volker Lohweg. 2015. Shift-Invariant Feature Extraction for Time-Series Motif Discovery. In: <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA)</i>, 23–45. Dortmund. doi:<a href=\"https://doi.org/10.5445/KSP/1000049620,\">10.5445/KSP/1000049620,</a> .","ama":"Deppe S, Lohweg V. Shift-Invariant Feature Extraction for Time-Series Motif Discovery. In: <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA)</i>. Dortmund; 2015:23-45. doi:<a href=\"https://doi.org/10.5445/KSP/1000049620\">10.5445/KSP/1000049620</a>","short":"S. Deppe, V. Lohweg, in: 25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA), Dortmund, 2015, pp. 23–45.","havard":"S. Deppe, V. Lohweg, Shift-Invariant Feature Extraction for Time-Series Motif Discovery, in: 25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA), Dortmund, 2015: pp. 23–45.","chicago":"Deppe, Sahar, and Volker Lohweg. “Shift-Invariant Feature Extraction for Time-Series Motif Discovery.” In <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA)</i>, 23–45. Dortmund, 2015. <a href=\"https://doi.org/10.5445/KSP/1000049620\">https://doi.org/10.5445/KSP/1000049620</a>.","van":"Deppe S, Lohweg V. Shift-Invariant Feature Extraction for Time-Series Motif Discovery. In: 25 Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA). Dortmund; 2015. p. 23–45.","ieee":"S. Deppe and V. Lohweg, “Shift-Invariant Feature Extraction for Time-Series Motif Discovery,” in <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA)</i>, 2015, pp. 23–45."}},{"department":[{"_id":"DEP5023"}],"_id":"2124","user_id":"68554","oa":"1","place":"Dortmund","author":[{"full_name":"Bator, Martyna","id":"46440","first_name":"Martyna","last_name":"Bator"},{"last_name":"Deppe","first_name":"Sahar","full_name":"Deppe, Sahar","id":"52121"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker"}],"status":"public","title":"Relevanzbewertung technischer Informationen mittels Data-Mining Verfahren am Anwendungsfall von Patentdokumenten","type":"conference","date_created":"2019-12-03T13:59:40Z","year":2015,"citation":{"ieee":"M. Bator, S. Deppe, and V. Lohweg, “Relevanzbewertung technischer Informationen mittels Data-Mining Verfahren am Anwendungsfall von Patentdokumenten,” in <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA)</i>, 2015.","van":"Bator M, Deppe S, Lohweg V. Relevanzbewertung technischer Informationen mittels Data-Mining Verfahren am Anwendungsfall von Patentdokumenten. In: 25 Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA). Dortmund; 2015.","havard":"M. Bator, S. Deppe, V. Lohweg, Relevanzbewertung technischer Informationen mittels Data-Mining Verfahren am Anwendungsfall von Patentdokumenten, in: 25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA), Dortmund, 2015.","chicago":"Bator, Martyna, Sahar Deppe, and Volker Lohweg. “Relevanzbewertung Technischer Informationen Mittels Data-Mining Verfahren Am Anwendungsfall von Patentdokumenten.” In <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA)</i>. Dortmund, 2015.","ama":"Bator M, Deppe S, Lohweg V. Relevanzbewertung technischer Informationen mittels Data-Mining Verfahren am Anwendungsfall von Patentdokumenten. In: <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA)</i>. Dortmund; 2015.","short":"M. Bator, S. Deppe, V. Lohweg, in: 25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA), Dortmund, 2015.","apa":"Bator, M., Deppe, S., &#38; Lohweg, V. (2015). Relevanzbewertung technischer Informationen mittels Data-Mining Verfahren am Anwendungsfall von Patentdokumenten. In <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA)</i>. Dortmund.","chicago-de":"Bator, Martyna, Sahar Deppe und Volker Lohweg. 2015. Relevanzbewertung technischer Informationen mittels Data-Mining Verfahren am Anwendungsfall von Patentdokumenten. In: <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA)</i>. Dortmund.","mla":"Bator, Martyna, et al. “Relevanzbewertung Technischer Informationen Mittels Data-Mining Verfahren Am Anwendungsfall von Patentdokumenten.” <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA)</i>, 2015.","bjps":"<b>Bator M, Deppe S and Lohweg V</b> (2015) Relevanzbewertung Technischer Informationen Mittels Data-Mining Verfahren Am Anwendungsfall von Patentdokumenten. <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- Und Automatisierungstechnik (GMA)</i>. Dortmund.","ufg":"<b>Bator, Martyna et. al. (2015)</b>: Relevanzbewertung technischer Informationen mittels Data-Mining Verfahren am Anwendungsfall von Patentdokumenten, in: <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA)</i>, Dortmund.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Bator, Martyna</span> ; <span style=\"font-variant:small-caps;\">Deppe, Sahar</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Relevanzbewertung technischer Informationen mittels Data-Mining Verfahren am Anwendungsfall von Patentdokumenten. In: <i>25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA)</i>. Dortmund, 2015"},"date_updated":"2023-03-15T13:49:38Z","publication":"25. Workshop Computational Intelligence VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA)","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://www.researchgate.net/publication/281933251_Relevanzbewertung_technischer_Informationen_mittels_Data-Mining_Verfahren_am_Anwendungsfall_von_Patentdokumenten"}],"abstract":[{"lang":"ger","text":"Patente schützen das geistige Eigentum von Erfindern und verhindern, dass ihre neuen Ideen kopiert werden. Sie sind von großer Bedeutung für den wirtschaftlichen Erfolg eines Unternehmens. Vor einer geplanten Patentanmeldung ist es wichtig festzustellen, ob eine bestimmte Technik bereits patentiert ist und wie die Erfolgsaussichten beurteilt werden können. Aber auch die Identifizierung von Verstößen gegen eigene Patentanmeldungen ist für ein Unternehmen von äußerster Wichtigkeit. Verschiedene Techniken und Tools sind entwickelt worden, um Patentanalyse-Experten, Managern und Technologieämtern bei den unterschiedlichsten Anforderungen im Bezug auf eine Patentrecherche zu unterstützen."}]},{"user_id":"68554","department":[{"_id":"DEP5023"}],"_id":"2125","author":[{"last_name":"Deppe","first_name":"Sahar","full_name":"Deppe, Sahar","id":"52121"},{"first_name":"Helene","last_name":"Dörksen","id":"46416","full_name":"Dörksen, Helene"},{"last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887","full_name":"Lohweg, Volker","id":"1804"}],"oa":"1","place":"Heidelberg, Germany","status":"public","title":"Multi-Scale Motif Discovery in Image Processing","type":"conference_abstract","date_created":"2019-12-03T14:02:21Z","year":2015,"citation":{"ieee":"S. Deppe, H. Dörksen, and V. Lohweg, “Multi-Scale Motif Discovery in Image Processing,” in <i>Workshop on Probabilistic Graphical Models</i>, 2015.","van":"Deppe S, Dörksen H, Lohweg V. Multi-Scale Motif Discovery in Image Processing. In: Workshop on Probabilistic Graphical Models. Heidelberg, Germany; 2015.","ama":"Deppe S, Dörksen H, Lohweg V. Multi-Scale Motif Discovery in Image Processing. In: <i>Workshop on Probabilistic Graphical Models</i>. Heidelberg, Germany; 2015.","short":"S. Deppe, H. Dörksen, V. Lohweg, in: Workshop on Probabilistic Graphical Models, Heidelberg, Germany, 2015.","havard":"S. Deppe, H. Dörksen, V. Lohweg, Multi-Scale Motif Discovery in Image Processing, in: Workshop on Probabilistic Graphical Models, Heidelberg, Germany, 2015.","chicago":"Deppe, Sahar, Helene Dörksen, and Volker Lohweg. “Multi-Scale Motif Discovery in Image Processing.” In <i>Workshop on Probabilistic Graphical Models</i>. Heidelberg, Germany, 2015.","mla":"Deppe, Sahar, et al. “Multi-Scale Motif Discovery in Image Processing.” <i>Workshop on Probabilistic Graphical Models</i>, 2015.","chicago-de":"Deppe, Sahar, Helene Dörksen und Volker Lohweg. 2015. Multi-Scale Motif Discovery in Image Processing. In: <i>Workshop on Probabilistic Graphical Models</i>. Heidelberg, Germany.","apa":"Deppe, S., Dörksen, H., &#38; Lohweg, V. (2015). Multi-Scale Motif Discovery in Image Processing. In <i>Workshop on Probabilistic Graphical Models</i>. Heidelberg, Germany.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Deppe, Sahar</span> ; <span style=\"font-variant:small-caps;\">Dörksen, Helene</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Multi-Scale Motif Discovery in Image Processing. In: <i>Workshop on Probabilistic Graphical Models</i>. Heidelberg, Germany, 2015","bjps":"<b>Deppe S, Dörksen H and Lohweg V</b> (2015) Multi-Scale Motif Discovery in Image Processing. <i>Workshop on Probabilistic Graphical Models</i>. Heidelberg, Germany.","ufg":"<b>Deppe, Sahar et. al. (2015)</b>: Multi-Scale Motif Discovery in Image Processing, in: <i>Workshop on Probabilistic Graphical Models</i>, Heidelberg, Germany."},"date_updated":"2023-03-15T13:49:38Z","main_file_link":[{"url":"https://www.researchgate.net/publication/283481666_Multi-Scale_Motif_Discovery_in_Image_Processing","open_access":"1"}],"publication":"Workshop on Probabilistic Graphical Models","language":[{"iso":"eng"}]},{"department":[{"_id":"DEP5023"}],"_id":"2126","user_id":"68554","status":"public","place":"Connected Industry e.V., München","author":[{"orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker","id":"1804","full_name":"Lohweg, Volker"},{"full_name":"Knobloch, Alexander","first_name":"Alexander","last_name":"Knobloch"}],"year":2015,"type":"conference","date_created":"2019-12-04T09:02:16Z","title":"Intelligente Technische Systeme für Industrie 4.0 in der Praxis","language":[{"iso":"eng"}],"publication":"Industrie 4.0 Big Data Symposium für datengestützte Produktion Logistik (Eingeladener Vortrag)","citation":{"ieee":"V. Lohweg and A. Knobloch, “Intelligente Technische Systeme für Industrie 4.0 in der Praxis,” in <i>Industrie 4.0 Big Data Symposium für datengestützte Produktion Logistik (Eingeladener Vortrag)</i>, 2015.","van":"Lohweg V, Knobloch A. Intelligente Technische Systeme für Industrie 4.0 in der Praxis. In: Industrie 40 Big Data Symposium für datengestützte Produktion Logistik (Eingeladener Vortrag). Connected Industry e.V., München; 2015.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Knobloch, Alexander</span>: Intelligente Technische Systeme für Industrie 4.0 in der Praxis. In: <i>Industrie 4.0 Big Data Symposium für datengestützte Produktion Logistik (Eingeladener Vortrag)</i>. Connected Industry e.V., München, 2015","bjps":"<b>Lohweg V and Knobloch A</b> (2015) Intelligente Technische Systeme Für Industrie 4.0 in Der Praxis. <i>Industrie 4.0 Big Data Symposium Für Datengestützte Produktion Logistik (Eingeladener Vortrag)</i>. Connected Industry e.V., München.","ufg":"<b>Lohweg, Volker/Knobloch, Alexander (2015)</b>: Intelligente Technische Systeme für Industrie 4.0 in der Praxis, in: <i>Industrie 4.0 Big Data Symposium für datengestützte Produktion Logistik (Eingeladener Vortrag)</i>, Connected Industry e.V., München.","chicago-de":"Lohweg, Volker und Alexander Knobloch. 2015. Intelligente Technische Systeme für Industrie 4.0 in der Praxis. In: <i>Industrie 4.0 Big Data Symposium für datengestützte Produktion Logistik (Eingeladener Vortrag)</i>. Connected Industry e.V., München.","mla":"Lohweg, Volker, and Alexander Knobloch. “Intelligente Technische Systeme Für Industrie 4.0 in Der Praxis.” <i>Industrie 4.0 Big Data Symposium Für Datengestützte Produktion Logistik (Eingeladener Vortrag)</i>, 2015.","apa":"Lohweg, V., &#38; Knobloch, A. (2015). Intelligente Technische Systeme für Industrie 4.0 in der Praxis. In <i>Industrie 4.0 Big Data Symposium für datengestützte Produktion Logistik (Eingeladener Vortrag)</i>. Connected Industry e.V., München.","short":"V. Lohweg, A. Knobloch, in: Industrie 4.0 Big Data Symposium Für Datengestützte Produktion Logistik (Eingeladener Vortrag), Connected Industry e.V., München, 2015.","ama":"Lohweg V, Knobloch A. Intelligente Technische Systeme für Industrie 4.0 in der Praxis. In: <i>Industrie 4.0 Big Data Symposium Für Datengestützte Produktion Logistik (Eingeladener Vortrag)</i>. Connected Industry e.V., München; 2015.","chicago":"Lohweg, Volker, and Alexander Knobloch. “Intelligente Technische Systeme Für Industrie 4.0 in Der Praxis.” In <i>Industrie 4.0 Big Data Symposium Für Datengestützte Produktion Logistik (Eingeladener Vortrag)</i>. Connected Industry e.V., München, 2015.","havard":"V. Lohweg, A. Knobloch, Intelligente Technische Systeme für Industrie 4.0 in der Praxis, in: Industrie 4.0 Big Data Symposium Für Datengestützte Produktion Logistik (Eingeladener Vortrag), Connected Industry e.V., München, 2015."},"date_updated":"2023-03-15T13:49:38Z"},{"department":[{"_id":"DEP5023"}],"_id":"2127","user_id":"68554","status":"public","place":"GWG Gesellschaft für Wirtschaftsförderung, Göttingen","author":[{"id":"1804","full_name":"Lohweg, Volker","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"}],"year":2015,"type":"conference","date_created":"2019-12-04T09:03:51Z","title":"Industrie 4.0 aus Sicht des CIIT","language":[{"iso":"eng"}],"publication":"IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag)","citation":{"van":"Lohweg V. Industrie 4.0 aus Sicht des CIIT. In: IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag). GWG Gesellschaft für Wirtschaftsförderung, Göttingen; 2015.","ieee":"V. Lohweg, “Industrie 4.0 aus Sicht des CIIT,” in <i>IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag)</i>, 2015.","short":"V. Lohweg, in: IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag), GWG Gesellschaft für Wirtschaftsförderung, Göttingen, 2015.","havard":"V. Lohweg, Industrie 4.0 aus Sicht des CIIT, in: IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag), GWG Gesellschaft für Wirtschaftsförderung, Göttingen, 2015.","chicago":"Lohweg, Volker. “Industrie 4.0 Aus Sicht Des CIIT.” In <i>IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag)</i>. GWG Gesellschaft für Wirtschaftsförderung, Göttingen, 2015.","ama":"Lohweg V. Industrie 4.0 aus Sicht des CIIT. In: <i>IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag)</i>. GWG Gesellschaft für Wirtschaftsförderung, Göttingen; 2015.","apa":"Lohweg, V. (2015). Industrie 4.0 aus Sicht des CIIT. In <i>IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag)</i>. GWG Gesellschaft für Wirtschaftsförderung, Göttingen.","chicago-de":"Lohweg, Volker. 2015. Industrie 4.0 aus Sicht des CIIT. In: <i>IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag)</i>. GWG Gesellschaft für Wirtschaftsförderung, Göttingen.","mla":"Lohweg, Volker. “Industrie 4.0 Aus Sicht Des CIIT.” <i>IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag)</i>, 2015.","bjps":"<b>Lohweg V</b> (2015) Industrie 4.0 Aus Sicht Des CIIT. <i>IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag)</i>. GWG Gesellschaft für Wirtschaftsförderung, Göttingen.","ufg":"<b>Lohweg, Volker (2015)</b>: Industrie 4.0 aus Sicht des CIIT, in: <i>IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag)</i>, GWG Gesellschaft für Wirtschaftsförderung, Göttingen.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Industrie 4.0 aus Sicht des CIIT. In: <i>IT InnovationsCluster Göttingen/Südniedersachsen (Eingeladener Vortrag)</i>. GWG Gesellschaft für Wirtschaftsförderung, Göttingen, 2015"},"date_updated":"2023-03-15T13:49:38Z"},{"status":"public","place":"Fraunhofer Application Centre IOSB-INA, Lemgo","author":[{"last_name":"Vukovic","first_name":"Kristijan","full_name":"Vukovic, Kristijan"},{"first_name":"Kristina","last_name":"Simonis","full_name":"Simonis, Kristina"},{"first_name":"Helene","last_name":"Dörksen","id":"46416","full_name":"Dörksen, Helene"},{"id":"1804","full_name":"Lohweg, Volker","first_name":"Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887"}],"keyword":["Assistance System","Euler Number","Synchronous Motor","Image Processing System","Image Processing Method"],"department":[{"_id":"DEP5023"}],"_id":"2128","user_id":"68554","language":[{"iso":"eng"}],"publication":"Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)","abstract":[{"lang":"eng","text":"We present the concept of a perceptive motor in terms of a cyber-physical system (CPS). A model application monitoring a knitting process was developed, where the take-off of the produced fabric is controlled by an electric motor. The idea is to equip a synchronous motor with a smart camera and appropriate image processing hard- and software components. Subsequently, the characteristics of knitted fabric are analysed by machine-learning (ML) methods. Our concept includes motor-current analysis and image processing. The aim is to implement an assistance system for the industrial large circular knitting process. An assistance system will help to shorten the retrofitting process. The concept is based on a low cost hardware approach for a smart camera, and stems from the recent development of image processing applications for mobile devices [1–4]."}],"main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-662-48838-6_8"}],"date_updated":"2023-03-15T13:49:38Z","citation":{"van":"Vukovic K, Simonis K, Dörksen H, Lohweg V. Efficient Image Processing System for an Industrial Machine Learning Task. In: Conference on Machine Learning for Cyber-Physical Systems (ML4CPS). Fraunhofer Application Centre IOSB-INA, Lemgo; 2015.","ieee":"K. Vukovic, K. Simonis, H. Dörksen, and V. Lohweg, “Efficient Image Processing System for an Industrial Machine Learning Task,” in <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>, 2015.","chicago":"Vukovic, Kristijan, Kristina Simonis, Helene Dörksen, and Volker Lohweg. “Efficient Image Processing System for an Industrial Machine Learning Task.” In <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo, 2015. <a href=\"https://doi.org/10.1007/978-3-662-48838-6_8\">https://doi.org/10.1007/978-3-662-48838-6_8</a>.","ama":"Vukovic K, Simonis K, Dörksen H, Lohweg V. Efficient Image Processing System for an Industrial Machine Learning Task. In: <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo; 2015. doi:<a href=\"https://doi.org/10.1007/978-3-662-48838-6_8\">10.1007/978-3-662-48838-6_8</a>","havard":"K. Vukovic, K. Simonis, H. Dörksen, V. Lohweg, Efficient Image Processing System for an Industrial Machine Learning Task, in: Conference on Machine Learning for Cyber-Physical Systems (ML4CPS), Fraunhofer Application Centre IOSB-INA, Lemgo, 2015.","short":"K. Vukovic, K. Simonis, H. Dörksen, V. Lohweg, in: Conference on Machine Learning for Cyber-Physical Systems (ML4CPS), Fraunhofer Application Centre IOSB-INA, Lemgo, 2015.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Vukovic, Kristijan</span> ; <span style=\"font-variant:small-caps;\">Simonis, Kristina</span> ; <span style=\"font-variant:small-caps;\">Dörksen, Helene</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Efficient Image Processing System for an Industrial Machine Learning Task. In: <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo, 2015","bjps":"<b>Vukovic K <i>et al.</i></b> (2015) Efficient Image Processing System for an Industrial Machine Learning Task. <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo.","ufg":"<b>Vukovic, Kristijan et. al. (2015)</b>: Efficient Image Processing System for an Industrial Machine Learning Task, in: <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>, Fraunhofer Application Centre IOSB-INA, Lemgo.","mla":"Vukovic, Kristijan, et al. “Efficient Image Processing System for an Industrial Machine Learning Task.” <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>, 2015, doi:<a href=\"https://doi.org/10.1007/978-3-662-48838-6_8\">10.1007/978-3-662-48838-6_8</a>.","chicago-de":"Vukovic, Kristijan, Kristina Simonis, Helene Dörksen und Volker Lohweg. 2015. Efficient Image Processing System for an Industrial Machine Learning Task. In: <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo. doi:<a href=\"https://doi.org/10.1007/978-3-662-48838-6_8,\">10.1007/978-3-662-48838-6_8,</a> .","apa":"Vukovic, K., Simonis, K., Dörksen, H., &#38; Lohweg, V. (2015). Efficient Image Processing System for an Industrial Machine Learning Task. In <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo. <a href=\"https://doi.org/10.1007/978-3-662-48838-6_8\">https://doi.org/10.1007/978-3-662-48838-6_8</a>"},"year":2015,"date_created":"2019-12-04T09:04:50Z","type":"conference","title":"Efficient Image Processing System for an Industrial Machine Learning Task","doi":"10.1007/978-3-662-48838-6_8"},{"status":"public","page":"32 - 35d","volume":10,"author":[{"last_name":"Jasperneite","first_name":"Jürgen","full_name":"Jasperneite, Jürgen","id":"1899"},{"full_name":"Lohweg, Volker","id":"1804","first_name":"Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887"}],"user_id":"68554","intvolume":"        10","department":[{"_id":"DEP5023"}],"_id":"2130","language":[{"iso":"eng"}],"publication":"ETZ (2015)","date_updated":"2023-03-15T13:49:38Z","citation":{"ieee":"J. Jasperneite and V. Lohweg, “Intelligente Vernetzung für die flexible Produktion von morgen,” <i>ETZ (2015)</i>, vol. 10, pp. 32-35d, 2015.","van":"Jasperneite J, Lohweg V. Intelligente Vernetzung für die flexible Produktion von morgen. ETZ (2015). 2015;10:32-35d.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Jasperneite, Jürgen</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Intelligente Vernetzung für die flexible Produktion von morgen. In: <i>ETZ (2015)</i> Bd. 10 (2015), S. 32-35d","bjps":"<b>Jasperneite J and Lohweg V</b> (2015) Intelligente Vernetzung Für Die Flexible Produktion von Morgen. <i>ETZ (2015)</i> <b>10</b>, 32-35d.","ufg":"<b>Jasperneite, Jürgen/Lohweg, Volker (2015)</b>: Intelligente Vernetzung für die flexible Produktion von morgen, in: <i>ETZ (2015)</i> <i>10</i>, S. 32-35d.","chicago-de":"Jasperneite, Jürgen und Volker Lohweg. 2015. Intelligente Vernetzung für die flexible Produktion von morgen. <i>ETZ (2015)</i> 10: 32-35d.","mla":"Jasperneite, Jürgen, and Volker Lohweg. “Intelligente Vernetzung Für Die Flexible Produktion von Morgen.” <i>ETZ (2015)</i>, vol. 10, 2015, pp. 32-35d.","apa":"Jasperneite, J., &#38; Lohweg, V. (2015). Intelligente Vernetzung für die flexible Produktion von morgen. <i>ETZ (2015)</i>, <i>10</i>, 32-35d.","havard":"J. Jasperneite, V. Lohweg, Intelligente Vernetzung für die flexible Produktion von morgen, ETZ (2015). 10 (2015) 32-35d.","short":"J. Jasperneite, V. Lohweg, ETZ (2015) 10 (2015) 32-35d.","chicago":"Jasperneite, Jürgen, and Volker Lohweg. “Intelligente Vernetzung Für Die Flexible Produktion von Morgen.” <i>ETZ (2015)</i> 10 (2015): 32-35d.","ama":"Jasperneite J, Lohweg V. Intelligente Vernetzung für die flexible Produktion von morgen. <i>ETZ (2015)</i>. 2015;10:32-35d."},"year":2015,"date_created":"2019-12-04T09:08:50Z","type":"journal_article","title":"Intelligente Vernetzung für die flexible Produktion von morgen"},{"user_id":"68554","department":[{"_id":"DEP5023"}],"_id":"2131","status":"public","author":[{"full_name":"Lohweg, Volker","id":"1804","orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker"}],"place":"Wetter(Ruhr)","year":2015,"date_created":"2019-12-04T09:10:15Z","type":"conference","title":"Industrie 4.0 und Informationsfusion - ein Überblick","language":[{"iso":"eng"}],"publication":"2. QASS-Colloqium zur Qualitätssicherung (Eingeladener Vortrag)","citation":{"havard":"V. Lohweg, Industrie 4.0 und Informationsfusion - ein Überblick, in: 2. QASS-Colloqium Zur Qualitätssicherung (Eingeladener Vortrag), Wetter(Ruhr), 2015.","chicago":"Lohweg, Volker. “Industrie 4.0 Und Informationsfusion - Ein Überblick.” In <i>2. QASS-Colloqium Zur Qualitätssicherung (Eingeladener Vortrag)</i>. Wetter(Ruhr), 2015.","ama":"Lohweg V. Industrie 4.0 und Informationsfusion - ein Überblick. In: <i>2. QASS-Colloqium Zur Qualitätssicherung (Eingeladener Vortrag)</i>. Wetter(Ruhr); 2015.","short":"V. Lohweg, in: 2. QASS-Colloqium Zur Qualitätssicherung (Eingeladener Vortrag), Wetter(Ruhr), 2015.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Industrie 4.0 und Informationsfusion - ein Überblick. In: <i>2. QASS-Colloqium zur Qualitätssicherung (Eingeladener Vortrag)</i>. Wetter(Ruhr), 2015","bjps":"<b>Lohweg V</b> (2015) Industrie 4.0 Und Informationsfusion - Ein Überblick. <i>2. QASS-Colloqium Zur Qualitätssicherung (Eingeladener Vortrag)</i>. Wetter(Ruhr).","ufg":"<b>Lohweg, Volker (2015)</b>: Industrie 4.0 und Informationsfusion - ein Überblick, in: <i>2. QASS-Colloqium zur Qualitätssicherung (Eingeladener Vortrag)</i>, Wetter(Ruhr).","chicago-de":"Lohweg, Volker. 2015. Industrie 4.0 und Informationsfusion - ein Überblick. In: <i>2. QASS-Colloqium zur Qualitätssicherung (Eingeladener Vortrag)</i>. Wetter(Ruhr).","mla":"Lohweg, Volker. “Industrie 4.0 Und Informationsfusion - Ein Überblick.” <i>2. QASS-Colloqium Zur Qualitätssicherung (Eingeladener Vortrag)</i>, 2015.","apa":"Lohweg, V. (2015). Industrie 4.0 und Informationsfusion - ein Überblick. In <i>2. QASS-Colloqium zur Qualitätssicherung (Eingeladener Vortrag)</i>. Wetter(Ruhr).","ieee":"V. Lohweg, “Industrie 4.0 und Informationsfusion - ein Überblick,” in <i>2. QASS-Colloqium zur Qualitätssicherung (Eingeladener Vortrag)</i>, 2015.","van":"Lohweg V. Industrie 4.0 und Informationsfusion - ein Überblick. In: 2 QASS-Colloqium zur Qualitätssicherung (Eingeladener Vortrag). Wetter(Ruhr); 2015."},"date_updated":"2023-03-15T13:49:38Z"},{"year":2015,"doi":" 10.1109/ETFA.2015.7301595","title":"Structural Health Monitoring of Plastic Components with Piezoelectric Sensors","date_created":"2019-12-04T09:11:17Z","type":"conference","abstract":[{"text":"Due to the material changes of components from metal to plastic or composite materials, the structural health monitoring finds more and more interest in the industrial fields. The reason is that these materials are more vulnerable to damage or impacts which cannot be optically detected. In this contribution we present a method to analyze the structure of plastic components with piezo-electrical sensors and actuators. The components are stimulated by actuators, and sensors capture the injected vibrations. These signals are decomposed into Intrinsic Mode Functions to compute statistical features. A Fuzzy-Pattern-Classifier is applied to detect structural modifications at the components under test.","lang":"eng"}],"publication":"20th IEEE International Conference on Emerging Technologies and Factory Automation","language":[{"iso":"eng"}],"date_updated":"2023-03-15T13:49:39Z","citation":{"havard":"A. Dicks, V. Lohweg, H. Wittke, S. Linke, Structural Health Monitoring of Plastic Components with Piezoelectric Sensors, in: 20th IEEE International Conference on Emerging Technologies and Factory Automation, Luxembourg, 2015.","chicago":"Dicks, Alexander, Volker Lohweg, Henrik Wittke, and Stefan Linke. “Structural Health Monitoring of Plastic Components with Piezoelectric Sensors.” In <i>20th IEEE International Conference on Emerging Technologies and Factory Automation</i>. Luxembourg, 2015. <a href=\"https://doi.org/ 10.1109/ETFA.2015.7301595\">https://doi.org/ 10.1109/ETFA.2015.7301595</a>.","ama":"Dicks A, Lohweg V, Wittke H, Linke S. Structural Health Monitoring of Plastic Components with Piezoelectric Sensors. In: <i>20th IEEE International Conference on Emerging Technologies and Factory Automation</i>. Luxembourg; 2015. doi:<a href=\"https://doi.org/ 10.1109/ETFA.2015.7301595\"> 10.1109/ETFA.2015.7301595</a>","short":"A. Dicks, V. Lohweg, H. Wittke, S. Linke, in: 20th IEEE International Conference on Emerging Technologies and Factory Automation, Luxembourg, 2015.","apa":"Dicks, A., Lohweg, V., Wittke, H., &#38; Linke, S. (2015). Structural Health Monitoring of Plastic Components with Piezoelectric Sensors. In <i>20th IEEE International Conference on Emerging Technologies and Factory Automation</i>. Luxembourg. <a href=\"https://doi.org/ 10.1109/ETFA.2015.7301595\">https://doi.org/ 10.1109/ETFA.2015.7301595</a>","mla":"Dicks, Alexander, et al. “Structural Health Monitoring of Plastic Components with Piezoelectric Sensors.” <i>20th IEEE International Conference on Emerging Technologies and Factory Automation</i>, 2015, doi:<a href=\"https://doi.org/ 10.1109/ETFA.2015.7301595\"> 10.1109/ETFA.2015.7301595</a>.","chicago-de":"Dicks, Alexander, Volker Lohweg, Henrik Wittke und Stefan Linke. 2015. Structural Health Monitoring of Plastic Components with Piezoelectric Sensors. In: <i>20th IEEE International Conference on Emerging Technologies and Factory Automation</i>. Luxembourg. doi:<a href=\"https://doi.org/ 10.1109/ETFA.2015.7301595,\"> 10.1109/ETFA.2015.7301595,</a> .","ufg":"<b>Dicks, Alexander et. al. (2015)</b>: Structural Health Monitoring of Plastic Components with Piezoelectric Sensors, in: <i>20th IEEE International Conference on Emerging Technologies and Factory Automation</i>, Luxembourg.","bjps":"<b>Dicks A <i>et al.</i></b> (2015) Structural Health Monitoring of Plastic Components with Piezoelectric Sensors. <i>20th IEEE International Conference on Emerging Technologies and Factory Automation</i>. Luxembourg.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Dicks, Alexander</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Wittke, Henrik</span> ; <span style=\"font-variant:small-caps;\">Linke, Stefan</span>: Structural Health Monitoring of Plastic Components with Piezoelectric Sensors. In: <i>20th IEEE International Conference on Emerging Technologies and Factory Automation</i>. Luxembourg, 2015","ieee":"A. Dicks, V. Lohweg, H. Wittke, and S. Linke, “Structural Health Monitoring of Plastic Components with Piezoelectric Sensors,” in <i>20th IEEE International Conference on Emerging Technologies and Factory Automation</i>, 2015.","van":"Dicks A, Lohweg V, Wittke H, Linke S. Structural Health Monitoring of Plastic Components with Piezoelectric Sensors. In: 20th IEEE International Conference on Emerging Technologies and Factory Automation. Luxembourg; 2015."},"keyword":["Sensors","Actuators","Finite element analysis","Plastics","Modal analysis","Monitoring","Empirical mode decomposition"],"user_id":"68554","_id":"2133","department":[{"_id":"DEP5023"}],"status":"public","author":[{"first_name":"Alexander","last_name":"Dicks","full_name":"Dicks, Alexander","id":"1853"},{"id":"1804","full_name":"Lohweg, Volker","orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker"},{"first_name":"Henrik","last_name":"Wittke","full_name":"Wittke, Henrik"},{"last_name":"Linke","first_name":"Stefan","full_name":"Linke, Stefan"}],"place":"Luxembourg"},{"type":"conference","date_created":"2019-12-04T09:23:21Z","title":"Automated Fuzzy Classification with Combinatorial Refinement","doi":" 10.1109/ETFA.2015.7301514","year":2015,"date_updated":"2023-03-15T13:49:39Z","citation":{"ieee":"H. Dörksen and V. Lohweg, “Automated Fuzzy Classification with Combinatorial Refinement,” in <i>20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. </i>, 2015.","van":"Dörksen H, Lohweg V. Automated Fuzzy Classification with Combinatorial Refinement. In: 20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015 . Luxembourg: IEEE; 2015.","chicago":"Dörksen, Helene, and Volker Lohweg. “Automated Fuzzy Classification with Combinatorial Refinement.” In <i>20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. </i>. Luxembourg: IEEE, 2015. <a href=\"https://doi.org/ 10.1109/ETFA.2015.7301514\">https://doi.org/ 10.1109/ETFA.2015.7301514</a>.","havard":"H. Dörksen, V. Lohweg, Automated Fuzzy Classification with Combinatorial Refinement, in: 20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. , IEEE, Luxembourg, 2015.","ama":"Dörksen H, Lohweg V. Automated Fuzzy Classification with Combinatorial Refinement. In: <i>20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. </i>. Luxembourg: IEEE; 2015. doi:<a href=\"https://doi.org/ 10.1109/ETFA.2015.7301514\"> 10.1109/ETFA.2015.7301514</a>","short":"H. Dörksen, V. Lohweg, in: 20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. , IEEE, Luxembourg, 2015.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Dörksen, Helene</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Automated Fuzzy Classification with Combinatorial Refinement. In: <i>20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. </i>. Luxembourg : IEEE, 2015","ufg":"<b>Dörksen, Helene/Lohweg, Volker (2015)</b>: Automated Fuzzy Classification with Combinatorial Refinement, in: <i>20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. </i>, Luxembourg.","bjps":"<b>Dörksen H and Lohweg V</b> (2015) Automated Fuzzy Classification with Combinatorial Refinement. <i>20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. </i>. Luxembourg: IEEE.","mla":"Dörksen, Helene, and Volker Lohweg. “Automated Fuzzy Classification with Combinatorial Refinement.” <i>20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. </i>, IEEE, 2015, doi:<a href=\"https://doi.org/ 10.1109/ETFA.2015.7301514\"> 10.1109/ETFA.2015.7301514</a>.","chicago-de":"Dörksen, Helene und Volker Lohweg. 2015. Automated Fuzzy Classification with Combinatorial Refinement. In: <i>20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. </i>. Luxembourg: IEEE. doi:<a href=\"https://doi.org/ 10.1109/ETFA.2015.7301514,\"> 10.1109/ETFA.2015.7301514,</a> .","apa":"Dörksen, H., &#38; Lohweg, V. (2015). Automated Fuzzy Classification with Combinatorial Refinement. In <i>20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. </i>. Luxembourg: IEEE. <a href=\"https://doi.org/ 10.1109/ETFA.2015.7301514\">https://doi.org/ 10.1109/ETFA.2015.7301514</a>"},"language":[{"iso":"eng"}],"publication":"20th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Luxembourg, Sep 2015. ","abstract":[{"text":"In modern industrial applications driven by Cyber-physical systems (CPS) it is a challenging task to model and optimize processes such as machine analysis and diagnosis. Since the CPS have to act autonomously, a procedure for automated decision making has to be designed. In our work we concentrate on the design of a decision procedure by a fuzzy classifier approach. For our application on decision making in an industrial environment, a fuzzy approach was picked as convenient classification technique regarding balance between accuracy and computational time. We present a supervised learning method called FUZZY-ComRef which combines fuzzy classification and our combinatorial refinement method, called ComRef [1]. Due to the fact that fuzzy classification might behave inaccurately for some datasets, the aim of our approach is to improve the results provided by the (stand-alone) fuzzy classification. We show the performance of FUZZY-ComRef evaluated on the samples from the UCI Repository and on our real-world dataset Motor Drive Diagnosis. In addition, we discuss the quadratic computational time problem arising from the combinatorial nature of ComRef. Furthermore, we show based on real-time evaluations that within parallelisation the proposed FUZZY-ComRef is suitable to many applications in CPS.","lang":"eng"}],"_id":"2136","department":[{"_id":"DEP5023"}],"user_id":"68554","keyword":["Support vector machines","Accuracy","Time complexity","Decision making","Motor drives","Shape","Sensors"],"publisher":"IEEE","place":"Luxembourg","author":[{"full_name":"Dörksen, Helene","id":"46416","last_name":"Dörksen","first_name":"Helene"},{"full_name":"Lohweg, Volker","id":"1804","first_name":"Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887"}],"publication_identifier":{"eisbn":[" 978-1-4673-7929-8"]},"status":"public"},{"_id":"2138","department":[{"_id":"DEP5023"}],"user_id":"68554","place":"Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag)","author":[{"id":"1804","full_name":"Lohweg, Volker","orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker"}],"status":"public","date_created":"2019-12-04T09:26:34Z","type":"conference","title":"Industrie 4.0 - Ein Überblick","year":2015,"date_updated":"2023-03-15T13:49:39Z","citation":{"van":"Lohweg V. Industrie 4.0 - Ein Überblick. In Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag); 2015.","ieee":"V. Lohweg, “Industrie 4.0 - Ein Überblick,” 2015.","chicago-de":"Lohweg, Volker. 2015. Industrie 4.0 - Ein Überblick. In: . Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag).","mla":"Lohweg, Volker. <i>Industrie 4.0 - Ein Überblick</i>. 2015.","apa":"Lohweg, V. (2015). Industrie 4.0 - Ein Überblick. Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag).","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Industrie 4.0 - Ein Überblick. In: . Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag), 2015","ufg":"<b>Lohweg, Volker (2015)</b>: Industrie 4.0 - Ein Überblick, in: , Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag).","bjps":"<b>Lohweg V</b> (2015) Industrie 4.0 - Ein Überblick. Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag).","havard":"V. Lohweg, Industrie 4.0 - Ein Überblick, in: Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag), 2015.","chicago":"Lohweg, Volker. “Industrie 4.0 - Ein Überblick.” Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag), 2015.","ama":"Lohweg V. Industrie 4.0 - Ein Überblick. In: Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag); 2015.","short":"V. Lohweg, in: Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag), 2015."},"language":[{"iso":"eng"}]},{"citation":{"ama":"Lohweg V. Banknotenauthentifikation auf Basis von Druckverfahren. In: Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag); 2015.","havard":"V. Lohweg, Banknotenauthentifikation auf Basis von Druckverfahren, in: Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag), 2015.","short":"V. Lohweg, in: Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag), 2015.","chicago":"Lohweg, Volker. “Banknotenauthentifikation Auf Basis von Druckverfahren.” Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag), 2015.","ufg":"<b>Lohweg, Volker (2015)</b>: Banknotenauthentifikation auf Basis von Druckverfahren, in: , Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag).","bjps":"<b>Lohweg V</b> (2015) Banknotenauthentifikation Auf Basis von Druckverfahren. Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag).","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Banknotenauthentifikation auf Basis von Druckverfahren. In: . Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag), 2015","apa":"Lohweg, V. (2015). Banknotenauthentifikation auf Basis von Druckverfahren. Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag).","chicago-de":"Lohweg, Volker. 2015. Banknotenauthentifikation auf Basis von Druckverfahren. In: . Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag).","mla":"Lohweg, Volker. <i>Banknotenauthentifikation Auf Basis von Druckverfahren</i>. 2015.","van":"Lohweg V. Banknotenauthentifikation auf Basis von Druckverfahren. In Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag); 2015.","ieee":"V. Lohweg, “Banknotenauthentifikation auf Basis von Druckverfahren,” 2015."},"date_updated":"2023-03-15T13:49:39Z","language":[{"iso":"eng"}],"date_created":"2019-12-04T09:28:06Z","type":"conference","title":"Banknotenauthentifikation auf Basis von Druckverfahren","year":2015,"place":"Campus Week 2015, Bundesdruckerei Berlin (eingeladener Vortrag)","author":[{"full_name":"Lohweg, Volker","id":"1804","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"}],"status":"public","_id":"2139","department":[{"_id":"DEP5023"}],"user_id":"68554"},{"publisher":"Elsevier","status":"public","_id":"2140","keyword":["Cyber-physical systems","Information fusion","Fusion system design","Intelligent sensors","Self-configuration","Intelligent networking"],"date_updated":"2023-03-15T13:49:39Z","citation":{"chicago":"Mönks, Uwe, Henning Trsek, Lars Dürkop, Volker Geneiß, and Volker Lohweg. “Towards Distributed Intelligent Sensor and Information Fusion.” <i>Mechatronics</i>, no. 34 (2015): 63–71. <a href=\"https://doi.org/10.1016/j.mechatronics.2015.05.005\">https://doi.org/10.1016/j.mechatronics.2015.05.005</a>.","short":"U. Mönks, H. Trsek, L. Dürkop, V. Geneiß, V. Lohweg, Mechatronics (2015) 63–71.","ama":"Mönks U, Trsek H, Dürkop L, Geneiß V, Lohweg V. Towards distributed intelligent sensor and information fusion. <i>Mechatronics</i>. 2015;(34):63-71. doi:<a href=\"https://doi.org/10.1016/j.mechatronics.2015.05.005\">10.1016/j.mechatronics.2015.05.005</a>","havard":"U. Mönks, H. Trsek, L. Dürkop, V. Geneiß, V. Lohweg, Towards distributed intelligent sensor and information fusion, Mechatronics. (2015) 63–71.","bjps":"<b>Mönks U <i>et al.</i></b> (2015) Towards Distributed Intelligent Sensor and Information Fusion. <i>Mechatronics</i> 63–71.","ufg":"<b>Mönks, Uwe et. al. (2015)</b>: Towards distributed intelligent sensor and information fusion, in: <i>Mechatronics</i> (<i>34</i>), S. 63–71.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Mönks, Uwe</span> ; <span style=\"font-variant:small-caps;\">Trsek, Henning</span> ; <span style=\"font-variant:small-caps;\">Dürkop, Lars</span> ; <span style=\"font-variant:small-caps;\">Geneiß, Volker</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Towards distributed intelligent sensor and information fusion. In: <i>Mechatronics</i>, Elsevier (2015), Nr. 34, S. 63–71","apa":"Mönks, U., Trsek, H., Dürkop, L., Geneiß, V., &#38; Lohweg, V. (2015). Towards distributed intelligent sensor and information fusion. <i>Mechatronics</i>, (34), 63–71. <a href=\"https://doi.org/10.1016/j.mechatronics.2015.05.005\">https://doi.org/10.1016/j.mechatronics.2015.05.005</a>","mla":"Mönks, Uwe, et al. “Towards Distributed Intelligent Sensor and Information Fusion.” <i>Mechatronics</i>, no. 34, Elsevier, 2015, pp. 63–71, doi:<a href=\"https://doi.org/10.1016/j.mechatronics.2015.05.005\">10.1016/j.mechatronics.2015.05.005</a>.","chicago-de":"Mönks, Uwe, Henning Trsek, Lars Dürkop, Volker Geneiß und Volker Lohweg. 2015. Towards distributed intelligent sensor and information fusion. <i>Mechatronics</i>, Nr. 34: 63–71. doi:<a href=\"https://doi.org/10.1016/j.mechatronics.2015.05.005,\">10.1016/j.mechatronics.2015.05.005,</a> .","van":"Mönks U, Trsek H, Dürkop L, Geneiß V, Lohweg V. Towards distributed intelligent sensor and information fusion. Mechatronics. 2015;(34):63–71.","ieee":"U. Mönks, H. Trsek, L. Dürkop, V. Geneiß, and V. Lohweg, “Towards distributed intelligent sensor and information fusion,” <i>Mechatronics</i>, no. 34, pp. 63–71, 2015."},"publication":"Mechatronics","main_file_link":[{"open_access":"1","url":"https://www.sciencedirect.com/science/article/pii/S0957415815000707"}],"type":"journal_article","date_created":"2019-12-04T09:29:07Z","year":2015,"issue":"34","oa":"1","author":[{"first_name":"Uwe","last_name":"Mönks","id":"1825","full_name":"Mönks, Uwe"},{"id":"1486","full_name":"Trsek, Henning","first_name":"Henning","last_name":"Trsek"},{"full_name":"Dürkop, Lars","first_name":"Lars","last_name":"Dürkop"},{"full_name":"Geneiß, Volker","first_name":"Volker","last_name":"Geneiß"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker"}],"publication_identifier":{"issn":["0957-4158"]},"page":"63-71","department":[{"_id":"DEP5023"}],"user_id":"68554","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Recent industrial applications are implemented in a modular way, resulting in flexibility during the whole life cycle, i.e., setup, operation, and maintenance. This applies especially to larger applications like logistic, production, and printing processes. Their modular character is resulting from the constantly increasing complexity of such installations, which makes their supervision for securing reliable operation a difficult task: the data of hundreds (if not thousands) of signal sources must be acquired, communicated, and evaluated for system diagnosis. In this contribution we summarize the challenges arising in such applications and show that distributed sensor and information fusion for modular self-diagnosis tackles these challenges. Here, we propose an innovative distributed architecture encompassing intelligent sensor nodes, self-configuring real-time communication networks, and a suitable sensor and information fusion system for condition monitoring. New challenges arise in the context of distributed information fusion systems, which are identified and to which an outlook on future solutions is provided. A number of these solutions have already been discovered, implemented, and are evaluated in the context of a demonstrator, which resembles a real-world printing application."}],"title":"Towards distributed intelligent sensor and information fusion","doi":"10.1016/j.mechatronics.2015.05.005"},{"user_id":"68554","department":[{"_id":"DEP5023"}],"_id":"2143","status":"public","author":[{"full_name":"Lohweg, Volker","id":"1804","first_name":"Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887"}],"place":"Hochschule Niederrhein, Krefeld","year":2015,"title":"Bargeld- und IT-Sicherheit - Passt das zusammen?","type":"conference","date_created":"2019-12-04T09:38:48Z","publication":"2. Forschungstag IT-Sicherheit NRW, nrw.uniTS – IT-Sicherheit Nordrhein-Westfalen (eingeladener Vortrag)","language":[{"iso":"eng"}],"citation":{"ama":"Lohweg V. Bargeld- und IT-Sicherheit - Passt das zusammen? In: <i>2. Forschungstag IT-Sicherheit NRW, Nrw.UniTS – IT-Sicherheit Nordrhein-Westfalen (Eingeladener Vortrag)</i>. Hochschule Niederrhein, Krefeld; 2015.","short":"V. Lohweg, in: 2. Forschungstag IT-Sicherheit NRW, Nrw.UniTS – IT-Sicherheit Nordrhein-Westfalen (Eingeladener Vortrag), Hochschule Niederrhein, Krefeld, 2015.","havard":"V. Lohweg, Bargeld- und IT-Sicherheit - Passt das zusammen?, in: 2. Forschungstag IT-Sicherheit NRW, Nrw.UniTS – IT-Sicherheit Nordrhein-Westfalen (Eingeladener Vortrag), Hochschule Niederrhein, Krefeld, 2015.","chicago":"Lohweg, Volker. “Bargeld- Und IT-Sicherheit - Passt Das Zusammen?” In <i>2. Forschungstag IT-Sicherheit NRW, Nrw.UniTS – IT-Sicherheit Nordrhein-Westfalen (Eingeladener Vortrag)</i>. Hochschule Niederrhein, Krefeld, 2015.","bjps":"<b>Lohweg V</b> (2015) Bargeld- Und IT-Sicherheit - Passt Das Zusammen? <i>2. Forschungstag IT-Sicherheit NRW, Nrw.UniTS – IT-Sicherheit Nordrhein-Westfalen (Eingeladener Vortrag)</i>. Hochschule Niederrhein, Krefeld.","ufg":"<b>Lohweg, Volker (2015)</b>: Bargeld- und IT-Sicherheit - Passt das zusammen?, in: <i>2. Forschungstag IT-Sicherheit NRW, nrw.uniTS – IT-Sicherheit Nordrhein-Westfalen (eingeladener Vortrag)</i>, Hochschule Niederrhein, Krefeld.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Bargeld- und IT-Sicherheit - Passt das zusammen? In: <i>2. Forschungstag IT-Sicherheit NRW, nrw.uniTS – IT-Sicherheit Nordrhein-Westfalen (eingeladener Vortrag)</i>. Hochschule Niederrhein, Krefeld, 2015","apa":"Lohweg, V. (2015). Bargeld- und IT-Sicherheit - Passt das zusammen? In <i>2. Forschungstag IT-Sicherheit NRW, nrw.uniTS – IT-Sicherheit Nordrhein-Westfalen (eingeladener Vortrag)</i>. Hochschule Niederrhein, Krefeld.","mla":"Lohweg, Volker. “Bargeld- Und IT-Sicherheit - Passt Das Zusammen?” <i>2. Forschungstag IT-Sicherheit NRW, Nrw.UniTS – IT-Sicherheit Nordrhein-Westfalen (Eingeladener Vortrag)</i>, 2015.","chicago-de":"Lohweg, Volker. 2015. Bargeld- und IT-Sicherheit - Passt das zusammen? In: <i>2. Forschungstag IT-Sicherheit NRW, nrw.uniTS – IT-Sicherheit Nordrhein-Westfalen (eingeladener Vortrag)</i>. Hochschule Niederrhein, Krefeld.","ieee":"V. Lohweg, “Bargeld- und IT-Sicherheit - Passt das zusammen?,” in <i>2. Forschungstag IT-Sicherheit NRW, nrw.uniTS – IT-Sicherheit Nordrhein-Westfalen (eingeladener Vortrag)</i>, 2015.","van":"Lohweg V. Bargeld- und IT-Sicherheit - Passt das zusammen? In: 2 Forschungstag IT-Sicherheit NRW, nrw.uniTS – IT-Sicherheit Nordrhein-Westfalen (eingeladener Vortrag). Hochschule Niederrhein, Krefeld; 2015."},"date_updated":"2023-03-15T13:49:39Z"},{"publication_identifier":{"isbn":["978-3-9813484-8-4 "]},"page":"878 - 883","status":"public","oa":"1","publisher":"AMA-Fachverband","place":"Nuremberg, Germany","author":[{"full_name":"Ehlenbröker, Jan-Friedrich","id":"1852","first_name":"Jan-Friedrich","last_name":"Ehlenbröker"},{"full_name":"Mönks, Uwe","id":"1825","first_name":"Uwe","last_name":"Mönks"},{"id":"1804","full_name":"Lohweg, Volker","last_name":"Lohweg","first_name":"Volker","orcid":"0000-0002-3325-7887"}],"department":[{"_id":"DEP5023"}],"_id":"2145","user_id":"68554","publication":"AMA Conferences 2015, SENSOR 2015 - IRS2 2015","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"One general problem is the detection of sensor defects. Defective sensors can have several negative consequences, e. g., they will lead to machine failure when wear and tear of a machine is not detected sufficiently in advance. In this contribution we present a method to detect faulty sensors by calculating the consistency between sensor values. Background for this consistency-driven approach is a sensor fusion algorithm which combines sensors to attributes. These attributes are generally created based on local or thematical proximity. Therefore a consistency based approach is promising."}],"main_file_link":[{"open_access":"1","url":"https://www.ama-science.org/proceedings/details/2090"}],"date_updated":"2023-03-15T13:49:39Z","citation":{"short":"J.-F. Ehlenbröker, U. Mönks, V. Lohweg, in: AMA Conferences 2015, SENSOR 2015 - IRS2 2015, AMA-Fachverband, Nuremberg, Germany, 2015, pp. 878–883.","ama":"Ehlenbröker J-F, Mönks U, Lohweg V. Consistency Based Sensor Defect Detection . In: <i>AMA Conferences 2015, SENSOR 2015 - IRS2 2015</i>. Nuremberg, Germany: AMA-Fachverband; 2015:878-883.","chicago":"Ehlenbröker, Jan-Friedrich, Uwe Mönks, and Volker Lohweg. “Consistency Based Sensor Defect Detection .” In <i>AMA Conferences 2015, SENSOR 2015 - IRS2 2015</i>, 878–83. Nuremberg, Germany: AMA-Fachverband, 2015.","havard":"J.-F. Ehlenbröker, U. Mönks, V. Lohweg, Consistency Based Sensor Defect Detection , in: AMA Conferences 2015, SENSOR 2015 - IRS2 2015, AMA-Fachverband, Nuremberg, Germany, 2015: pp. 878–883.","apa":"Ehlenbröker, J.-F., Mönks, U., &#38; Lohweg, V. (2015). Consistency Based Sensor Defect Detection . In <i>AMA Conferences 2015, SENSOR 2015 - IRS2 2015</i> (pp. 878–883). Nuremberg, Germany: AMA-Fachverband.","chicago-de":"Ehlenbröker, Jan-Friedrich, Uwe Mönks und Volker Lohweg. 2015. Consistency Based Sensor Defect Detection . In: <i>AMA Conferences 2015, SENSOR 2015 - IRS2 2015</i>, 878–883. Nuremberg, Germany: AMA-Fachverband.","mla":"Ehlenbröker, Jan-Friedrich, et al. “Consistency Based Sensor Defect Detection .” <i>AMA Conferences 2015, SENSOR 2015 - IRS2 2015</i>, AMA-Fachverband, 2015, pp. 878–83.","bjps":"<b>Ehlenbröker J-F, Mönks U and Lohweg V</b> (2015) Consistency Based Sensor Defect Detection . <i>AMA Conferences 2015, SENSOR 2015 - IRS2 2015</i>. Nuremberg, Germany: AMA-Fachverband, pp. 878–883.","ufg":"<b>Ehlenbröker, Jan-Friedrich et. al. (2015)</b>: Consistency Based Sensor Defect Detection , in: <i>AMA Conferences 2015, SENSOR 2015 - IRS2 2015</i>, Nuremberg, Germany, S. 878–883.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Ehlenbröker, Jan-Friedrich</span> ; <span style=\"font-variant:small-caps;\">Mönks, Uwe</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Consistency Based Sensor Defect Detection . In: <i>AMA Conferences 2015, SENSOR 2015 - IRS2 2015</i>. Nuremberg, Germany : AMA-Fachverband, 2015, S. 878–883","ieee":"J.-F. Ehlenbröker, U. Mönks, and V. Lohweg, “Consistency Based Sensor Defect Detection ,” in <i>AMA Conferences 2015, SENSOR 2015 - IRS2 2015</i>, 2015, pp. 878–883.","van":"Ehlenbröker J-F, Mönks U, Lohweg V. Consistency Based Sensor Defect Detection . In: AMA Conferences 2015, SENSOR 2015 - IRS2 2015. Nuremberg, Germany: AMA-Fachverband; 2015. p. 878–83."},"year":2015,"title":"Consistency Based Sensor Defect Detection ","type":"conference","date_created":"2019-12-04T09:48:11Z"},{"year":2015,"title":"Geld – neue Zahlungssysteme, Die Zeit des Bargeldes geht zu Ende – oder doch nicht? (Vortrag)","date_created":"2019-12-04T10:02:59Z","type":"conference_abstract","publication":"Wirtschaft trifft Wissenschaft","language":[{"iso":"eng"}],"citation":{"apa":"Lohweg, V. (2015). Geld – neue Zahlungssysteme, Die Zeit des Bargeldes geht zu Ende – oder doch nicht? (Vortrag). In <i>Wirtschaft trifft Wissenschaft</i>. MARTa, Herford.","mla":"Lohweg, Volker. “Geld – Neue Zahlungssysteme, Die Zeit Des Bargeldes Geht Zu Ende – Oder Doch Nicht? (Vortrag).” <i>Wirtschaft Trifft Wissenschaft</i>, 2015.","chicago-de":"Lohweg, Volker. 2015. Geld – neue Zahlungssysteme, Die Zeit des Bargeldes geht zu Ende – oder doch nicht? (Vortrag). In: <i>Wirtschaft trifft Wissenschaft</i>. MARTa, Herford.","ufg":"<b>Lohweg, Volker (2015)</b>: Geld – neue Zahlungssysteme, Die Zeit des Bargeldes geht zu Ende – oder doch nicht? (Vortrag), in: <i>Wirtschaft trifft Wissenschaft</i>, MARTa, Herford.","bjps":"<b>Lohweg V</b> (2015) Geld – Neue Zahlungssysteme, Die Zeit Des Bargeldes Geht Zu Ende – Oder Doch Nicht? (Vortrag). <i>Wirtschaft Trifft Wissenschaft</i>. MARTa, Herford.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Geld – neue Zahlungssysteme, Die Zeit des Bargeldes geht zu Ende – oder doch nicht? (Vortrag). In: <i>Wirtschaft trifft Wissenschaft</i>. MARTa, Herford, 2015","short":"V. Lohweg, in: Wirtschaft Trifft Wissenschaft, MARTa, Herford, 2015.","chicago":"Lohweg, Volker. “Geld – Neue Zahlungssysteme, Die Zeit Des Bargeldes Geht Zu Ende – Oder Doch Nicht? (Vortrag).” In <i>Wirtschaft Trifft Wissenschaft</i>. MARTa, Herford, 2015.","havard":"V. Lohweg, Geld – neue Zahlungssysteme, Die Zeit des Bargeldes geht zu Ende – oder doch nicht? (Vortrag), in: Wirtschaft Trifft Wissenschaft, MARTa, Herford, 2015.","ama":"Lohweg V. Geld – neue Zahlungssysteme, Die Zeit des Bargeldes geht zu Ende – oder doch nicht? (Vortrag). In: <i>Wirtschaft Trifft Wissenschaft</i>. MARTa, Herford; 2015.","van":"Lohweg V. Geld – neue Zahlungssysteme, Die Zeit des Bargeldes geht zu Ende – oder doch nicht? (Vortrag). In: Wirtschaft trifft Wissenschaft. MARTa, Herford; 2015.","ieee":"V. Lohweg, “Geld – neue Zahlungssysteme, Die Zeit des Bargeldes geht zu Ende – oder doch nicht? (Vortrag),” in <i>Wirtschaft trifft Wissenschaft</i>, 2015."},"date_updated":"2023-03-15T13:49:39Z","user_id":"68554","department":[{"_id":"DEP5023"}],"_id":"2151","status":"public","author":[{"orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker","full_name":"Lohweg, Volker","id":"1804"}],"place":"MARTa, Herford"},{"date_created":"2019-12-04T10:04:33Z","type":"conference_abstract","title":"Industrie 4.0 aus Sicht des Spitzenclusters it‘s OWL (eingeladener Vortrag)","year":2015,"date_updated":"2023-03-15T13:49:39Z","citation":{"van":"Lohweg V. Industrie 4.0 aus Sicht des Spitzenclusters it‘s OWL (eingeladener Vortrag). In: Forum IEE-Automatisierungstechnik, Elektrotechnik 2015. Dortmund; 2015.","ieee":"V. Lohweg, “Industrie 4.0 aus Sicht des Spitzenclusters it‘s OWL (eingeladener Vortrag),” in <i>Forum IEE-Automatisierungstechnik, Elektrotechnik 2015</i>, 2015.","havard":"V. Lohweg, Industrie 4.0 aus Sicht des Spitzenclusters it‘s OWL (eingeladener Vortrag), in: Forum IEE-Automatisierungstechnik, Elektrotechnik 2015, Dortmund, 2015.","short":"V. Lohweg, in: Forum IEE-Automatisierungstechnik, Elektrotechnik 2015, Dortmund, 2015.","chicago":"Lohweg, Volker. “Industrie 4.0 Aus Sicht Des Spitzenclusters It‘s OWL (Eingeladener Vortrag).” In <i>Forum IEE-Automatisierungstechnik, Elektrotechnik 2015</i>. Dortmund, 2015.","ama":"Lohweg V. Industrie 4.0 aus Sicht des Spitzenclusters it‘s OWL (eingeladener Vortrag). In: <i>Forum IEE-Automatisierungstechnik, Elektrotechnik 2015</i>. Dortmund; 2015.","apa":"Lohweg, V. (2015). Industrie 4.0 aus Sicht des Spitzenclusters it‘s OWL (eingeladener Vortrag). In <i>Forum IEE-Automatisierungstechnik, Elektrotechnik 2015</i>. Dortmund.","mla":"Lohweg, Volker. “Industrie 4.0 Aus Sicht Des Spitzenclusters It‘s OWL (Eingeladener Vortrag).” <i>Forum IEE-Automatisierungstechnik, Elektrotechnik 2015</i>, 2015.","chicago-de":"Lohweg, Volker. 2015. Industrie 4.0 aus Sicht des Spitzenclusters it‘s OWL (eingeladener Vortrag). In: <i>Forum IEE-Automatisierungstechnik, Elektrotechnik 2015</i>. Dortmund.","bjps":"<b>Lohweg V</b> (2015) Industrie 4.0 Aus Sicht Des Spitzenclusters It‘s OWL (Eingeladener Vortrag). <i>Forum IEE-Automatisierungstechnik, Elektrotechnik 2015</i>. Dortmund.","ufg":"<b>Lohweg, Volker (2015)</b>: Industrie 4.0 aus Sicht des Spitzenclusters it‘s OWL (eingeladener Vortrag), in: <i>Forum IEE-Automatisierungstechnik, Elektrotechnik 2015</i>, Dortmund.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Industrie 4.0 aus Sicht des Spitzenclusters it‘s OWL (eingeladener Vortrag). In: <i>Forum IEE-Automatisierungstechnik, Elektrotechnik 2015</i>. Dortmund, 2015"},"language":[{"iso":"eng"}],"publication":"Forum IEE-Automatisierungstechnik, Elektrotechnik 2015","user_id":"68554","_id":"2153","department":[{"_id":"DEP5023"}],"author":[{"full_name":"Lohweg, Volker","id":"1804","orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker"}],"place":"Dortmund","status":"public"},{"user_id":"68554","department":[{"_id":"DEP5023"}],"author":[{"last_name":"Henning","first_name":"Kai-Fabian","id":"44017","full_name":"Henning, Kai-Fabian"},{"full_name":"Fritze, Alexander","first_name":"Alexander","last_name":"Fritze"},{"first_name":"Eugen","last_name":"Gillich","id":"1706","full_name":"Gillich, Eugen"},{"last_name":"Mönks","first_name":"Uwe","id":"1825","full_name":"Mönks, Uwe"},{"first_name":"Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887","id":"1804","full_name":"Lohweg, Volker"}],"place":"San Francisco, CA, USA","oa":"1","page":"1-12","doi":"10.1117/12.2076146","title":"Stable Image Acquisition for Mobile Image Processing Applications","abstract":[{"lang":"eng","text":"Today, mobile devices (smartphones, tablets, etc.) are widespread and of high importance for their users. Their performance as well as versatility increases over time. This leads to the opportunity to use such devices for more specific tasks like image processing in an industrial context. For the analysis of images requirements like image quality (blur, illumination, etc.) as well as a defined relative position of the object to be inspected are crucial. Since mobile devices are handheld and used in constantly changing environments the challenge is to fulfill these requirements. We present an approach to overcome the obstacles and stabilize the image capturing process such that image analysis becomes significantly improved on mobile devices. Therefore, image processing methods are combined with sensor fusion concepts. The approach consists of three main parts. First, pose estimation methods are used to guide a user moving the device to a defined position. Second, the sensors data and the pose information are combined for relative motion estimation. Finally, the image capturing process is automated. It is triggered depending on the alignment of the device and the object as well as the image quality that can be achieved under consideration of motion and environmental effects."}],"language":[{"iso":"eng"}],"_id":"2155","keyword":["Image processing","Image acquisition","Mobile devices  Sensors","Image fusion","Motion estimation","Cameras"],"publisher":"SPIE","status":"public","date_created":"2019-12-04T10:07:01Z","type":"conference","year":2015,"date_updated":"2023-03-15T13:49:39Z","citation":{"van":"Henning K-F, Fritze A, Gillich E, Mönks U, Lohweg V. Stable Image Acquisition for Mobile Image Processing Applications. In: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI. San Francisco, CA, USA: SPIE; 2015. p. 1–12.","ieee":"K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, and V. Lohweg, “Stable Image Acquisition for Mobile Image Processing Applications,” in <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>, 2015, pp. 1–12.","ama":"Henning K-F, Fritze A, Gillich E, Mönks U, Lohweg V. Stable Image Acquisition for Mobile Image Processing Applications. In: <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>. San Francisco, CA, USA: SPIE; 2015:1-12. doi:<a href=\"https://doi.org/10.1117/12.2076146\">10.1117/12.2076146</a>","short":"K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, V. Lohweg, in: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, SPIE, San Francisco, CA, USA, 2015, pp. 1–12.","havard":"K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, V. Lohweg, Stable Image Acquisition for Mobile Image Processing Applications, in: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, SPIE, San Francisco, CA, USA, 2015: pp. 1–12.","chicago":"Henning, Kai-Fabian, Alexander Fritze, Eugen Gillich, Uwe Mönks, and Volker Lohweg. “Stable Image Acquisition for Mobile Image Processing Applications.” In <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>, 1–12. San Francisco, CA, USA: SPIE, 2015. <a href=\"https://doi.org/10.1117/12.2076146\">https://doi.org/10.1117/12.2076146</a>.","chicago-de":"Henning, Kai-Fabian, Alexander Fritze, Eugen Gillich, Uwe Mönks und Volker Lohweg. 2015. Stable Image Acquisition for Mobile Image Processing Applications. In: <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>, 1–12. San Francisco, CA, USA: SPIE. doi:<a href=\"https://doi.org/10.1117/12.2076146,\">10.1117/12.2076146,</a> .","mla":"Henning, Kai-Fabian, et al. “Stable Image Acquisition for Mobile Image Processing Applications.” <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>, SPIE, 2015, pp. 1–12, doi:<a href=\"https://doi.org/10.1117/12.2076146\">10.1117/12.2076146</a>.","apa":"Henning, K.-F., Fritze, A., Gillich, E., Mönks, U., &#38; Lohweg, V. (2015). Stable Image Acquisition for Mobile Image Processing Applications. In <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i> (pp. 1–12). San Francisco, CA, USA: SPIE. <a href=\"https://doi.org/10.1117/12.2076146\">https://doi.org/10.1117/12.2076146</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Henning, Kai-Fabian</span> ; <span style=\"font-variant:small-caps;\">Fritze, Alexander</span> ; <span style=\"font-variant:small-caps;\">Gillich, Eugen</span> ; <span style=\"font-variant:small-caps;\">Mönks, Uwe</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Stable Image Acquisition for Mobile Image Processing Applications. In: <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>. San Francisco, CA, USA : SPIE, 2015, S. 1–12","bjps":"<b>Henning K-F <i>et al.</i></b> (2015) Stable Image Acquisition for Mobile Image Processing Applications. <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>. San Francisco, CA, USA: SPIE, pp. 1–12.","ufg":"<b>Henning, Kai-Fabian et. al. (2015)</b>: Stable Image Acquisition for Mobile Image Processing Applications, in: <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>, San Francisco, CA, USA, S. 1–12."},"main_file_link":[{"open_access":"1","url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/9404/94040N/Stable-image-acquisition-for-mobile-image-processing-applications/10.1117/12.2076146.full?SSO=1"}],"publication":"IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI"},{"status":"public","page":"1-12","publisher":"SPIE","place":"San Francisco, CA, USA","author":[{"last_name":"Gillich","first_name":"Eugen","id":"1706","full_name":"Gillich, Eugen"},{"id":"46416","full_name":"Dörksen, Helene","last_name":"Dörksen","first_name":"Helene"},{"full_name":"Lohweg, Volker","id":"1804","orcid":"0000-0002-3325-7887","last_name":"Lohweg","first_name":"Volker"}],"department":[{"_id":"DEP5023"}],"_id":"2166","user_id":"68554","publication":"IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII","language":[{"iso":"eng"}],"citation":{"short":"E. Gillich, H. Dörksen, V. Lohweg, in: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII, SPIE, San Francisco, CA, USA, 2015, pp. 1–12.","chicago":"Gillich, Eugen, Helene Dörksen, and Volker Lohweg. “Advanced Color Processing for Mobile Devices .” In <i>IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII</i>, 1–12. San Francisco, CA, USA: SPIE, 2015.","havard":"E. Gillich, H. Dörksen, V. Lohweg, Advanced Color Processing for Mobile Devices , in: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII, SPIE, San Francisco, CA, USA, 2015: pp. 1–12.","ama":"Gillich E, Dörksen H, Lohweg V. Advanced Color Processing for Mobile Devices . In: <i>IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII</i>. San Francisco, CA, USA: SPIE; 2015:1-12.","bjps":"<b>Gillich E, Dörksen H and Lohweg V</b> (2015) Advanced Color Processing for Mobile Devices . <i>IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII</i>. San Francisco, CA, USA: SPIE, pp. 1–12.","ufg":"<b>Gillich, Eugen et. al. (2015)</b>: Advanced Color Processing for Mobile Devices , in: <i>IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII</i>, San Francisco, CA, USA, S. 1–12.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Gillich, Eugen</span> ; <span style=\"font-variant:small-caps;\">Dörksen, Helene</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Advanced Color Processing for Mobile Devices . In: <i>IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII</i>. San Francisco, CA, USA : SPIE, 2015, S. 1–12","apa":"Gillich, E., Dörksen, H., &#38; Lohweg, V. (2015). Advanced Color Processing for Mobile Devices . In <i>IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII</i> (pp. 1–12). San Francisco, CA, USA: SPIE.","chicago-de":"Gillich, Eugen, Helene Dörksen und Volker Lohweg. 2015. Advanced Color Processing for Mobile Devices . In: <i>IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII</i>, 1–12. San Francisco, CA, USA: SPIE.","mla":"Gillich, Eugen, et al. “Advanced Color Processing for Mobile Devices .” <i>IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII</i>, SPIE, 2015, pp. 1–12.","ieee":"E. Gillich, H. Dörksen, and V. Lohweg, “Advanced Color Processing for Mobile Devices ,” in <i>IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII</i>, 2015, pp. 1–12.","van":"Gillich E, Dörksen H, Lohweg V. Advanced Color Processing for Mobile Devices . In: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII. San Francisco, CA, USA: SPIE; 2015. p. 1–12."},"date_updated":"2023-03-15T13:49:39Z","year":2015,"title":"Advanced Color Processing for Mobile Devices ","date_created":"2019-12-04T12:41:37Z","type":"conference"},{"status":"public","oa":"1","place":"Austin, Texas, USA","author":[{"id":"10876","full_name":"Niggemann, Oliver","first_name":"Oliver","last_name":"Niggemann"},{"first_name":"Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887","full_name":"Lohweg, Volker","id":"1804"}],"keyword":["Cyber-Physical Systems","Machine Learning","Diagnosis","Anomaly Detection"],"_id":"2167","department":[{"_id":"DEP5023"}],"user_id":"68554","publication":"Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9530/9691"}],"abstract":[{"text":"Cyber-Physical Production Systems (CPPSs) are in the focus of research, industry and politics: By applying new IT and new computer science solutions, production systems will become more adaptable, more resource ef- ficient and more user friendly. The analysis and diagnosis of such systems is a major part of this trend: Plants should detect automatically wear, faults and suboptimal configurations. This paper reflects the current state-of- the-art in diagnosis against the requirements of CPPSs, identifies three main gaps and gives application scenarios to outline first ideas for potential solutions to close these gaps.\r\n","lang":"eng"}],"citation":{"ieee":"O. Niggemann and V. Lohweg, “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda,” in <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>, 2015.","van":"Niggemann O, Lohweg V. On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15). Austin, Texas, USA; 2015.","mla":"Niggemann, Oliver, and Volker Lohweg. “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda.” <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>, 2015.","chicago-de":"Niggemann, Oliver und Volker Lohweg. 2015. On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA.","apa":"Niggemann, O., &#38; Lohweg, V. (2015). On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Niggemann, Oliver</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA, 2015","ufg":"<b>Niggemann, Oliver/Lohweg, Volker (2015)</b>: On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda, in: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>, Austin, Texas, USA.","bjps":"<b>Niggemann O and Lohweg V</b> (2015) On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA.","ama":"Niggemann O, Lohweg V. On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA; 2015.","short":"O. Niggemann, V. Lohweg, in: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA, 2015.","havard":"O. Niggemann, V. Lohweg, On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda, in: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA, 2015.","chicago":"Niggemann, Oliver, and Volker Lohweg. “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda.” In <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA, 2015."},"date_updated":"2023-03-15T13:49:39Z","year":2015,"title":"On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda","date_created":"2019-12-04T12:43:12Z","type":"conference"},{"publication_identifier":{"issn":["2090-2123","2090-2131"]},"page":"1-10","oa":"1","place":"New York, NY   ","author":[{"id":"58841","full_name":"von Blanckenburg, Korbinian","last_name":"von Blanckenburg","first_name":"Korbinian"},{"last_name":"Neubert","first_name":"Milena","full_name":"Neubert, Milena"}],"department":[{"_id":"DEP7034"}],"user_id":"15514","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"This paper presents a classroom experiment on pricing strategies available to monopolists. Each student makes production decisions as a monopolist during the experiment, learning from his/her own experiences what it means to be a price searcher. Full information is provided on cost conditions, while the demand function remains unknown to the participants. Given a sufficient number of periods, students will in principle be able to maximise their profits by applying a simple trial and error strategy. However, one of the objectives of the experiment is to demonstrate to students that search strategies based on economic principles are more efficient.</jats:p>"}],"title":"Monopoly Profit Maximization: Success and Economic Principles","doi":"10.1155/2015/875301","status":"public","publisher":"Hindawi Publ. Corp.","keyword":["Classroom experiment","monopoly","trial and error","pricing strategy"],"publication_status":"published","_id":"2269","publication":"Economics Research International","main_file_link":[{"url":"https://www.hindawi.com/journals/ecri/2015/875301/","open_access":"1"}],"citation":{"ufg":"<b>von Blanckenburg, Korbinian/Neubert, Milena (2015)</b>: Monopoly Profit Maximization: Success and Economic Principles, in: <i>Economics Research International</i>, S. 1–10.","bjps":"<b>von Blanckenburg K and Neubert M</b> (2015) Monopoly Profit Maximization: Success and Economic Principles. <i>Economics Research International</i> 1–10.","din1505-2-1":"<span style=\"font-variant:small-caps;\">von Blanckenburg, Korbinian</span> ; <span style=\"font-variant:small-caps;\">Neubert, Milena</span>: Monopoly Profit Maximization: Success and Economic Principles. In: <i>Economics Research International</i>. New York, NY   , Hindawi Publ. Corp. (2015), S. 1–10","apa":"von Blanckenburg, K., &#38; Neubert, M. (2015). Monopoly Profit Maximization: Success and Economic Principles. <i>Economics Research International</i>, 1–10. <a href=\"https://doi.org/10.1155/2015/875301\">https://doi.org/10.1155/2015/875301</a>","mla":"von Blanckenburg, Korbinian, and Milena Neubert. “Monopoly Profit Maximization: Success and Economic Principles.” <i>Economics Research International</i>, Hindawi Publ. Corp., 2015, pp. 1–10, doi:<a href=\"https://doi.org/10.1155/2015/875301\">10.1155/2015/875301</a>.","chicago-de":"von Blanckenburg, Korbinian und Milena Neubert. 2015. Monopoly Profit Maximization: Success and Economic Principles. <i>Economics Research International</i>: 1–10. doi:<a href=\"https://doi.org/10.1155/2015/875301,\">10.1155/2015/875301,</a> .","havard":"K. von Blanckenburg, M. Neubert, Monopoly Profit Maximization: Success and Economic Principles, Economics Research International. (2015) 1–10.","short":"K. von Blanckenburg, M. Neubert, Economics Research International (2015) 1–10.","ama":"von Blanckenburg K, Neubert M. Monopoly Profit Maximization: Success and Economic Principles. <i>Economics Research International</i>. 2015:1-10. doi:<a href=\"https://doi.org/10.1155/2015/875301\">10.1155/2015/875301</a>","chicago":"Blanckenburg, Korbinian von, and Milena Neubert. “Monopoly Profit Maximization: Success and Economic Principles.” <i>Economics Research International</i>, 2015, 1–10. <a href=\"https://doi.org/10.1155/2015/875301\">https://doi.org/10.1155/2015/875301</a>.","van":"von Blanckenburg K, Neubert M. Monopoly Profit Maximization: Success and Economic Principles. Economics Research International. 2015;1–10.","ieee":"K. von Blanckenburg and M. Neubert, “Monopoly Profit Maximization: Success and Economic Principles,” <i>Economics Research International</i>, pp. 1–10, 2015."},"date_updated":"2023-03-15T13:49:39Z","year":2015,"type":"journal_article","date_created":"2020-05-04T08:57:55Z"},{"intvolume":"       104","user_id":"74004","department":[{"_id":"DEP3020"}],"author":[{"last_name":"Barthold","first_name":"Franz-Joseph","full_name":"Barthold, Franz-Joseph"},{"last_name":"Materna","first_name":"Daniel","id":"61906","full_name":"Materna, Daniel"}],"page":"209-234","publication_identifier":{"eissn":["1097-0207"]},"doi":"10.1002/nme.4930","title":"A modified extended finite element method approach for design sensitivity analysis","language":[{"iso":"eng"}],"_id":"2312","publication_status":"published","keyword":["extended finite element method","structural optimisation","sensitivity analysis"],"volume":104,"publisher":"Wiley Online Library","status":"public","date_created":"2020-05-15T07:51:45Z","type":"journal_article","year":2015,"issue":"3","date_updated":"2023-03-15T13:49:39Z","citation":{"ufg":"<b>Barthold, Franz-Joseph/Materna, Daniel (2015)</b>: A modified extended finite element method approach for design sensitivity analysis, in: <i>International Journal for Numerical Methods in Engineering</i> <i>104</i> (<i>3</i>), S. 209–234.","bjps":"<b>Barthold F-J and Materna D</b> (2015) A Modified Extended Finite Element Method Approach for Design Sensitivity Analysis. <i>International Journal for Numerical Methods in Engineering</i> <b>104</b>, 209–234.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Barthold, Franz-Joseph</span> ; <span style=\"font-variant:small-caps;\">Materna, Daniel</span>: A modified extended finite element method approach for design sensitivity analysis. In: <i>International Journal for Numerical Methods in Engineering</i> Bd. 104, Wiley Online Library (2015), Nr. 3, S. 209–234","apa":"Barthold, F.-J., &#38; Materna, D. (2015). A modified extended finite element method approach for design sensitivity analysis. <i>International Journal for Numerical Methods in Engineering</i>, <i>104</i>(3), 209–234. <a href=\"https://doi.org/10.1002/nme.4930\">https://doi.org/10.1002/nme.4930</a>","mla":"Barthold, Franz-Joseph, and Daniel Materna. “A Modified Extended Finite Element Method Approach for Design Sensitivity Analysis.” <i>International Journal for Numerical Methods in Engineering</i>, vol. 104, no. 3, Wiley Online Library, 2015, pp. 209–34, doi:<a href=\"https://doi.org/10.1002/nme.4930\">10.1002/nme.4930</a>.","chicago-de":"Barthold, Franz-Joseph und Daniel Materna. 2015. A modified extended finite element method approach for design sensitivity analysis. <i>International Journal for Numerical Methods in Engineering</i> 104, Nr. 3: 209–234. doi:<a href=\"https://doi.org/10.1002/nme.4930,\">10.1002/nme.4930,</a> .","ama":"Barthold F-J, Materna D. A modified extended finite element method approach for design sensitivity analysis. <i>International Journal for Numerical Methods in Engineering</i>. 2015;104(3):209-234. doi:<a href=\"https://doi.org/10.1002/nme.4930\">10.1002/nme.4930</a>","chicago":"Barthold, Franz-Joseph, and Daniel Materna. “A Modified Extended Finite Element Method Approach for Design Sensitivity Analysis.” <i>International Journal for Numerical Methods in Engineering</i> 104, no. 3 (2015): 209–34. <a href=\"https://doi.org/10.1002/nme.4930\">https://doi.org/10.1002/nme.4930</a>.","short":"F.-J. Barthold, D. Materna, International Journal for Numerical Methods in Engineering 104 (2015) 209–234.","havard":"F.-J. Barthold, D. Materna, A modified extended finite element method approach for design sensitivity analysis, International Journal for Numerical Methods in Engineering. 104 (2015) 209–234.","van":"Barthold F-J, Materna D. A modified extended finite element method approach for design sensitivity analysis. International Journal for Numerical Methods in Engineering. 2015;104(3):209–34.","ieee":"F.-J. Barthold and D. Materna, “A modified extended finite element method approach for design sensitivity analysis,” <i>International Journal for Numerical Methods in Engineering</i>, vol. 104, no. 3, pp. 209–234, 2015."},"main_file_link":[{"url":"https://onlinelibrary.wiley.com/doi/full/10.1002/nme.4930"}],"publication":"International Journal for Numerical Methods in Engineering"}]