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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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
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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
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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
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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
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An InfoSpace Paradigm for Local and ad hoc Peer-to-Peer Communication
Brehm, J., Brancovici, G., Müller-Schloer, C., Smaoui, T., Voigt, S. & Welge, R., 01.01.2003, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE. Meersman, R., Tari, Z. & Schmidt, D. C. (eds.). Berlin: Springer Verlag, Vol. 2888. p. 282-300 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2888).Research output: Contributions to collected editions/works › Chapter › 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, 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, 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