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.
- 2011
- 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
- Published
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
- Published
Praeventive Notfallerkennung auf Basis probabilistischer und beschreibungslogischer Auswertung verteilter Sensornetze
Busch, B.-H., Kujath, A., Witthöft, H. & Welge, R., 2011, Demographischer Wandel – Assistenzsysteme aus der Forschung in den Markt. VDE Verlag, 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks
Busch, B.-H., Kujath, A., Witthöft, H. & Welge, R., 2011, Ambient Assisted Living: 4. AAL-Kongress 2011 in Berlin. Wichert, R. & Eberhardt, B. (eds.). Springer Verlag, p. 159-179 21 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2010
- 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
- Published
Architecture of an adaptive, human-centered assistance system
Busch, B.-H., Kujath, A., Welge, R., Witthöft, H. & Bette, M., 2010, Proceedings of the 2010 International Conference on Artificial Intelligence, ICAI 2010. CSREA Press, Vol. 2. p. 691-696 6 p. (Proceedings of the 2010 International Conference on Artificial Intelligence, ICAI 2010; vol. 2).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Ein kognitives, häusliches Diagnosesystem 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 für die Informatik. Gesellschaft für Informatik e.V., p. 56-61 6 p. (GI-Edition lecture notes in informatics ; Proceedings; vol. 175).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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