Professorship for Computer Engineering
Organisational unit: Professoship
Main research areas
Prof. Dr. Ing. Ralph Welge works on the design of autonomous/cognitive systems in the context of computer vision.
The field of work includes system and application architectures of autonomous/cognitive systems, their limitations as well as the description of the necessary processes. The focus is on methods that can be used to achieve autonomous and cognitive behavior.
In addition, classical machine learning methods such as Convolutional Neural Networks (CNN) and LSTM/Transformers are used to acquire the necessary information.
Last but not least, verification and qualification of such systems play a role in the context of applications such as autonomous driving.
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Inkrementeller entwurf verteilter, eingebetteter systeme mit VISTA
Krisp, H., Eilers, S., Müller-Schloer, C. & Welge, R., 2001, In: ITG-Fachbericht. 168, p. 145 1 p.Research output: Journal contributions › Conference abstract in journal › Research › peer-review
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Ambient Intelligence and Knowledge Processing in Distributed Autonomous AAL-Components: Universal Access in Human-Computer Interaction
Welge, R., Faasch, H. & Bollow, E., 2009, Universal access inhuman-computer interaction: Intelligent and Ubiquitous Interaction Environments - 5th International Conference, UAHCI 2009 - Held as Part of HCI International 2009, Proceedings. Stephanidis, C. (ed.). 2 ed. Springer, Vol. 5615. p. 258-266 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5615 LNCS, no. PART 2).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Präventive Diagnostik für Kardiovaskuläre Erkrankungen auf Basis Probabilistischer und Beschreibungslogischer Verfahren
Weiss, C., Busch, B. H., Welge, R. & Bette, M., 2010, INFORMATIK 2010 - Service Science - Neue Perspektiven fur die Informatik, Beitrage der 40. Jahrestagung der Gesellschaft fur Informatik e.V. (GI). Gesellschaft für Informatik e.V., Vol. 1. p. 51-56 6 p. (INFORMATIK 2010 - Service Science - Neue Perspektiven fur die Informatik, Beitrage der 40. Jahrestagung der Gesellschaft fur Informatik e.V. (GI); vol. 1).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Einbettung von Methoden der Wissenstechnologie in humanzentrierte Assistenzsysteme
Welge, R., Beitzel, J., Bollow, E. & Faasch, H., 2009, Ambient Assisted Living: Technologien, Anwendungen: Tagungsband 2. Deutscher AAL-Kongress mit Ausstellung, 27. - 28. Januar 2009 in Berlin . VDE Verlag GmbH, 5 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Merkmalsextraktion und semantische Integration von Ultrabreitband-Sensoren zur Erkennung von Notfällen
Sachs, J., Helbig, M., Herrmann, R., Welge, R. & Bollow, E., 2010, Ambient Assisted Living 2010: 3. Deutscher AAL-Kongress mit Ausstellung Assistenzsysteme im Dienste des Menschen - Zuhause und Unterwegs, 26. - 27. Januar 2010 in Berlin ; Tagungsbandbeiträge. Berlin u.a.: VDE Verlag GmbH, 5 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Ambient Assisted Living: Human centric Assistance System : 1st GI/ITG FG APS + PC Workshop
Welge, R. (Editor), 2008, Lüneburg: UNIBUCH Verlag. 44 p. (APS + PC workshop proceedings)Research output: Books and anthologies › Conference proceedings › Research
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SDL.RT-basierter Entwurf zeit- und sicherheitskritischer Systeme
Welge, R., 2001, Aachen: Shaker Verlag. 160 p. (Technische Informatik)Research output: Books and anthologies › Monographs › Research
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Continous preventive diagnosis for cardiovascular diseases based on stochastic modeling
Busch, B.-H. & Welge, R., 2011, In: International Journal on Computer and Industrial Management Applications. 3, p. 646-654 9 p.Research output: Journal contributions › Journal articles › Research › peer-review
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Humanzentrierte Assistenzsysteme: Prädiktive Situationserkennung in unsicheren Domänen auf Basis dynamischer Selbstadaption
Busch, B.-H. & Welge, R., 2011, Tagungsband des ESE-Kongress 2011: 5. bis 9. Dezember 2011, Sindelfingen. Sindelfingen: Microconsult, p. 548-555 6 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Szenario „AAL@Home“
Busch, B.-H. & Welge, R., 22.06.2011, AAL-Anwendungsszenarien : Arbeitsgruppen „Schnittstellenintegration und Interoperabilität“ und „Kommunikation“ der BMBF/VDE Innovationspartnerschaft AAL. Eberhardt, B. (ed.). Frankfurt: VDE Verlag GmbH, p. 64-66 3 p. (AAL-Schriftenreihe; vol. 2011, no. 5).Research output: Contributions to collected editions/works › Contributions to scientific reports › Research