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.
- 2010
- Published
Emergency detection based on probabilistic modeling in AAL-environments
Busch, B.-H., Kujath, A. & Welge, R., 2010, Proceedings of the IADIS International Conference APPLIED COMPUTING 2010. International Association for the Development of Information Society, p. 127-134 8 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Funkprotokolle für mobile Anwendungen
Welge, R., 2010, Interoperabilität von AAL-Systemkomponenten: Stand der Technik, Arbeitsgruppe „Schnittstellenintegration und Interoperabitität“ der BMBF/VDE Innovationspartnerschaft AAL. Eichelberg, M. (ed.). Berlin: VDE Verlag, Vol. 1. p. 60-74 16 p.Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research
- Published
Integrating Mobile Devices into AAL-Environments using Knowledge based Assistance Systems
Welge, R., Kujath, A. & Opel, O., 2010, Proceedings of the World Telecommunications Congress WTC 2010: The infrastructure for the 21st century . OVE GIT & ITG (eds.). VDE Verlag, p. 103-108 6 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
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, 5 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
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
- Published
Preventive Diagnostics for cardiovascular diseases based on probabilistic methods and description logic
Busch, B.-H., Welge, R., Weiss, C. & Bette, M., 2010, Proceedings of the 2010 IADIS European Conference on Data Mining 2010 at the IADIS Multi Conference on Computer Science and Information Systems 2010. IADIS Press, p. 95-100 6 p. (Proc. of the IADIS Int. Conf. Intelligent Systems and Agents 2010, Proc. of the IADIS European Conference on Data Mining 2010, Part of the MCCSIS 2010).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Terminologien/Semantik
Welge, R., 2010, Interoperabilität von AAL-Systemkomponenten: Stand der Technik, Arbeitsgruppe „Schnittstellenintegration und Interoperabitität“ der BMBF/VDE Innovationspartnerschaft AAL. Eichelberg, M. (ed.). Berlin: VDE Verlag, Vol. 1. p. 159-163 5 p.Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research
- Published
Präventive Situationserkennung auf Basis probabilistischer Sensordatenauswertung in AAL-Umgebungen
Busch, B.-H. & Welge, R., 12.2010, In: APS + PC-Nachrichten : Mitteilungen der ITG/GI-Fachgruppe Arbeitsplatzrechensysteme und Personal Computing. 19, 1, p. 50-56 7 p.Research output: Journal contributions › Journal articles › Research
- 2011
- Published
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
- Published
Emergency detection based on probabilistic modeling in AAL environments
Busch, B.-H., Kujath, A. & Welge, R., 2011, In: IADIS International Journal on Computer Science and Information Systems. 6, 1, p. 122-137 16 p.Research output: Journal contributions › Journal articles › Research › peer-review