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.
- 2001
- Published
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
- Published
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
- 2003
- Published
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
- 2008
- Published
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
- Published
Ambient Assited Energy Management
Welge, R., Bollow, E., Faasch, H. & Möller, A., 2008, Environmental informatics and industrial ecology: proceedings of the 22nd International Conference Environmental Informatics - Informatics for Environmental Protection, Sustainable Development and Risk Management. Möller, A. (ed.). Shaker Verlag, p. 413-424Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2009
- Published
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.). PART 2 ed. Springer Verlag, 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
- Published
Building Assistance Systems using Distributed Knowledge Representations
Bollow, E., Faasch, H., Möller, A. & Welge, R., 2009, Environmental Informatics and Industrial Environmental Protection: Concepts, Methods and Tools: 23rd International Conference on Informatics for Environmental Protection. Wohlgemuth, V., Page, B. & Voigt, K. (eds.). Shaker Verlag, Vol. 1, Sessions. p. 120-135Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
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
- 2010
- 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